diff --git a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py
index 19535cbff4d..38dcb91c077 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py
@@ -188,7 +188,6 @@ class WonderFenceGuardrail(CustomGuardrail):
                 client_class=self._WonderFenceV2Client,
                 api_timeout=self.api_timeout,
                 api_base=self.api_base,
-                platform=self.platform,
                 connection_pool_limit=self._connection_pool_limit,
             ),
         )
diff --git a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py
index bfcd423992e..6b6ee13dd99 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py
@@ -12,12 +12,19 @@ if TYPE_CHECKING:
 
 @dataclass(frozen=True)
 class ClientBuildSpec:
-    """How to construct a WonderFenceV2Client on a cache miss."""
+    """How to construct a WonderFenceV2Client on a cache miss.
+
+    ``platform`` is deliberately absent: it is a per-request analysis attribute
+    that belongs on ``AnalysisContext`` (set by ``build_analysis_context``), not
+    on the client constructor. The V2 client signature is
+    ``(api_key, base_url, *, api_timeout, connection_pool_limit)`` with no
+    ``platform`` parameter, so forwarding it here raised ``TypeError`` on every
+    scan.
+    """
 
     client_class: Callable[..., object]
     api_timeout: float
     api_base: str | None
-    platform: str | None
     connection_pool_limit: int | None
 
 
@@ -58,8 +65,6 @@ def get_or_create_client(
     }
     if spec.api_base:
         client_kwargs["base_url"] = spec.api_base
-    if spec.platform:
-        client_kwargs["platform"] = spec.platform
     if spec.connection_pool_limit is not None:
         client_kwargs["connection_pool_limit"] = spec.connection_pool_limit
 
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_client_cache.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_client_cache.py
index 1ccecf3b281..890d7208e57 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_client_cache.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_client_cache.py
@@ -101,8 +101,13 @@ async def test_get_client_forwards_config_to_v2_client(install_sdk_stub):
     assert captured[0]["api_key"] == "resolved-key"
     assert captured[0]["base_url"] == "https://wf.example.com"
     assert captured[0]["api_timeout"] == 15  # rounded to int
-    assert captured[0]["platform"] == "aws"
     assert captured[0]["connection_pool_limit"] == 42
+    # ``platform`` must NOT be forwarded to the V2 client: its constructor is
+    # (api_key, base_url, *, api_timeout, connection_pool_limit) and has no such
+    # parameter, so forwarding it raised TypeError on every scan. platform is a
+    # per-request analysis attribute that belongs on AnalysisContext instead
+    # (see test_build_analysis_context_sets_platform_on_context).
+    assert "platform" not in captured[0]
 
 
 # ----------------------------- initialization -----------------------------
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_processing.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_processing.py
index f120c82e0ae..204dfa384be 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_processing.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_processing.py
@@ -13,6 +13,7 @@ from litellm.proxy.guardrails.guardrail_hooks.alice_wonderfence.processing impor
     JOINER,
     RECONSTRUCT_MAX_CHARS,
     apply_response_verdicts,
+    build_analysis_context,
     check_scan_budget,
     function_definition_segments,
     reconstruct,
@@ -20,6 +21,25 @@ from litellm.proxy.guardrails.guardrail_hooks.alice_wonderfence.processing impor
 )
 
 
+# --------------- build_analysis_context: platform belongs on the context ---------------
+
+
+def test_build_analysis_context_sets_platform_on_context():
+    """platform is a per-request analysis attribute and must be set on the
+    AnalysisContext, NOT forwarded to the SDK client constructor (whose
+    signature has no platform param). Pairs with
+    test_get_client_forwards_config_to_v2_client asserting platform is not
+    passed to the client."""
+    captured: dict = {}
+
+    def context_class(**kwargs):
+        captured.update(kwargs)
+        return object()
+
+    build_analysis_context({"model": "gpt-4"}, "aws", context_class)
+    assert captured["platform"] == "aws"
+
+
 def _block(detections=None, correlation_ids=None):
     return SegmentVerdict("BLOCK", None, detections or [], correlation_ids or [])