diff --git a/litellm/llms/bedrock/passthrough/transformation.py b/litellm/llms/bedrock/passthrough/transformation.py
index fb8bc4f191f..13289ee890e 100644
--- a/litellm/llms/bedrock/passthrough/transformation.py
+++ b/litellm/llms/bedrock/passthrough/transformation.py
@@ -5,6 +5,7 @@ from typing import TYPE_CHECKING, Final, Optional, cast
 import httpx
 from httpx import Response
 
+from litellm._logging import verbose_logger
 from litellm.litellm_core_utils.litellm_logging import Logging
 from litellm.llms.base_llm.passthrough.transformation import BasePassthroughConfig
 
@@ -209,9 +210,24 @@ class BedrockPassthroughConfig(BaseAWSLLM, BedrockModelInfo, BedrockEventStreamD
 
         all_translated_chunks: Final = []
         if "invoke" in endpoint:
-            invoke_provider: Final = AmazonInvokeConfig.get_bedrock_invoke_provider(model)
+            invoke_provider = AmazonInvokeConfig.get_bedrock_invoke_provider(model)
             if invoke_provider is None:
-                raise ValueError(f"Invalid invoke provider: {invoke_provider}, for model: {model}")
+                # Application Inference Profile ARNs don't encode provider info in the ARN
+                # itself. Try to derive the provider from the original LiteLLM model name
+                # (e.g. "global.anthropic.claude-opus-4-7") stored in logging context.
+                fallback_model: Final = litellm_logging_obj.model_call_details.get(
+                    "litellm_params",
+                    {},  # mutable-ok: read-only empty fallback
+                ).get("model", "")
+                if fallback_model:
+                    invoke_provider = AmazonInvokeConfig.get_bedrock_invoke_provider(fallback_model)
+            if invoke_provider is None:
+                verbose_logger.warning(
+                    "Could not determine Bedrock invoke provider for model: %r. "
+                    "Skipping streaming response logging for this passthrough request.",
+                    model,
+                )
+                return None
             obj = get_bedrock_event_stream_decoder(
                 invoke_provider=invoke_provider,
                 model=model,
diff --git a/tests/llm_translation/test_bedrock_completion.py b/tests/llm_translation/test_bedrock_completion.py
index 550e82fb5bb..d08dcb145af 100644
--- a/tests/llm_translation/test_bedrock_completion.py
+++ b/tests/llm_translation/test_bedrock_completion.py
@@ -2763,6 +2763,13 @@ def test_bedrock_invoke_provider():
         )
         == "nova"
     )
+    # Application Inference Profile ARNs have no provider info in the ARN
+    assert (
+        litellm.AmazonInvokeConfig().get_bedrock_invoke_provider(
+            "arn:aws:bedrock:ap-northeast-2:123456789012:application-inference-profile/czu0ezc2tq2l"
+        )
+        is None
+    )
 
 
 def test_bedrock_description_param():
diff --git a/tests/test_litellm/llms/bedrock/passthrough/test_bedrock_passthrough_transformation.py b/tests/test_litellm/llms/bedrock/passthrough/test_bedrock_passthrough_transformation.py
index b005d77ac8b..b7833c86c43 100644
--- a/tests/test_litellm/llms/bedrock/passthrough/test_bedrock_passthrough_transformation.py
+++ b/tests/test_litellm/llms/bedrock/passthrough/test_bedrock_passthrough_transformation.py
@@ -1,5 +1,4 @@
-from unittest.mock import patch
-
+from unittest.mock import MagicMock, patch
 
 from litellm.llms.bedrock.passthrough.transformation import BedrockPassthroughConfig
 
@@ -500,3 +499,77 @@ def test_bedrock_passthrough_model_id_without_arn():
             f"https://bedrock-runtime.us-east-1.amazonaws.com/model/{model_id}/converse"
         )
         assert url_str == expected_url
+
+
+def test_handle_logging_collected_chunks_inference_profile_arn_falls_back_gracefully():
+    """
+    Application Inference Profile ARNs don't embed provider info, so
+    get_bedrock_invoke_provider returns None. The logging path must not raise;
+    it should fall back to the original litellm model name stored in
+    model_call_details, and if that also yields nothing it must return None
+    silently rather than crashing the background logging task.
+
+    Regression test for: https://github.com/BerriAI/litellm/issues/28105
+    """
+    config = BedrockPassthroughConfig()
+
+    profile_arn = "arn:aws:bedrock:ap-northeast-2:123456789012:application-inference-profile/czu0ezc2tq2l"
+
+    # Simulate the litellm logging object that carries model_call_details.
+    mock_logging_obj = MagicMock()
+    mock_logging_obj.model_call_details = {
+        "litellm_params": {"model": "global.anthropic.claude-opus-4-7"},
+    }
+
+    # Intercept the decoder so we don't need real botocore event-stream bytes.
+    # The import is done inside handle_logging_collected_chunks, so patch the source module.
+    with patch(  # test-quality-ok: the behavior under test is which invoke_provider this factory receives
+        "litellm.llms.bedrock.chat.get_bedrock_event_stream_decoder"
+    ) as mock_decoder:
+        mock_chunk_obj = MagicMock()
+        mock_chunk_obj._chunk_parser.return_value = {}  # not a valid GenericStreamingChunk
+        mock_decoder.return_value = mock_chunk_obj
+
+        # Must not raise ValueError.
+        result = config.handle_logging_collected_chunks(
+            all_chunks=[],
+            litellm_logging_obj=mock_logging_obj,
+            model=profile_arn,
+            custom_llm_provider="bedrock",
+            endpoint="/model/some-model/invoke-with-response-stream",
+        )
+
+        # The decoder must have been called — this proves the fallback resolved
+        # "global.anthropic.claude-opus-4-7" to "anthropic" and did not hit the
+        # early-exit None return that fires when provider resolution fails entirely.
+        mock_decoder.assert_called_once()
+        call_kwargs = mock_decoder.call_args.kwargs
+        assert call_kwargs["invoke_provider"] == "anthropic"
+
+    # With no chunks the assembled response is None, but no exception was raised.
+    assert result is None
+
+
+def test_handle_logging_collected_chunks_inference_profile_arn_no_fallback_returns_none():
+    """
+    When neither the ARN nor the original model name yields a known provider,
+    handle_logging_collected_chunks must return None instead of raising.
+    """
+    config = BedrockPassthroughConfig()
+
+    profile_arn = "arn:aws:bedrock:ap-northeast-2:123456789012:application-inference-profile/czu0ezc2tq2l"
+
+    mock_logging_obj = MagicMock()
+    # Empty litellm_params — no usable fallback model name.
+    mock_logging_obj.model_call_details = {"litellm_params": {}}
+
+    # Must not raise ValueError.
+    result = config.handle_logging_collected_chunks(
+        all_chunks=[],
+        litellm_logging_obj=mock_logging_obj,
+        model=profile_arn,
+        custom_llm_provider="bedrock",
+        endpoint="/model/some-model/invoke-with-response-stream",
+    )
+
+    assert result is None