diff --git a/litellm-rust/crates/core/src/audio_transcription/lifecycle.rs b/litellm-rust/crates/core/src/audio_transcription/lifecycle.rs
index 6e744054dd5..87f56caa486 100644
--- a/litellm-rust/crates/core/src/audio_transcription/lifecycle.rs
+++ b/litellm-rust/crates/core/src/audio_transcription/lifecycle.rs
@@ -36,9 +36,17 @@ pub struct AudioTranscriptionRoute;
 pub type AudioTranscriptionCall = CompletedCall<AudioTranscriptionRoute>;
 
 impl CompletedRoute for AudioTranscriptionRoute {
+    type Admission =
+        crate::call_lifecycle::admission::Inspection<super::AudioTranscriptionAdmission>;
     type Request = OwnedAudioTranscriptionRequest;
     type Response = Value;
 
+    fn admit(
+        admission: Self::Admission,
+    ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline> {
+        super::admit(admission)
+    }
+
     fn run(
         request: Self::Request,
         hooks: Arc<dyn ProviderHooks>,
diff --git a/litellm-rust/crates/core/src/audio_transcription/mod.rs b/litellm-rust/crates/core/src/audio_transcription/mod.rs
index eb4335c1d96..a9d1804b234 100644
--- a/litellm-rust/crates/core/src/audio_transcription/mod.rs
+++ b/litellm-rust/crates/core/src/audio_transcription/mod.rs
@@ -12,6 +12,12 @@ pub use handler::execute_audio_transcription_provider_call;
 pub use prepare::prepare_audio_transcription_provider_call;
 pub use types::{AudioTranscriptionRequest, ProviderAudioTranscriptionRequest};
 
+pub struct AudioTranscriptionAdmission {
+    pub model: String,
+    pub provider: Option<String>,
+    pub audio: Value,
+}
+
 #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub async fn audio_transcription(request: AudioTranscriptionRequest<'_>) -> Result<Value, Error> {
     crate::call_lifecycle::provider::run_completed::<lifecycle::AudioTranscriptionRoute>(
@@ -21,17 +27,24 @@ pub async fn audio_transcription(request: AudioTranscriptionRequest<'_>) -> Resu
 }
 
 pub fn admit(
-    model: &str,
-    provider: Option<&str>,
-    audio: &Value,
+    inspection: crate::call_lifecycle::admission::Inspection<AudioTranscriptionAdmission>,
 ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline> {
-    use crate::call_lifecycle::admission::AdmissionDecline;
-    let resolved = crate::routing_utils::provider::get_custom_llm_provider(model, provider);
-    let provider = provider.or_else(|| resolved.as_ref().map(|value| value.custom_llm_provider));
+    use crate::call_lifecycle::admission::{AdmissionDecline, Inspection};
+    let Inspection::Inspectable(admission) = inspection else {
+        return Err(AdmissionDecline::Uninspectable);
+    };
+    let resolved = crate::routing_utils::provider::get_custom_llm_provider(
+        &admission.model,
+        admission.provider.as_deref(),
+    );
+    let provider = admission
+        .provider
+        .as_deref()
+        .or_else(|| resolved.as_ref().map(|value| value.custom_llm_provider));
     if provider.and_then(prepare::provider_config).is_none() {
         return Err(AdmissionDecline::Provider);
     }
-    if let Some(format) = audio.get("format").and_then(Value::as_str)
+    if let Some(format) = admission.audio.get("format").and_then(Value::as_str)
         && !matches!(format, "wav" | "mp3" | "flac" | "ogg")
     {
         return Err(AdmissionDecline::Feature("unsupported audio format"));
diff --git a/litellm-rust/crates/core/src/audio_transcription/tests.rs b/litellm-rust/crates/core/src/audio_transcription/tests.rs
index 263d63337b0..98c48f52a51 100644
--- a/litellm-rust/crates/core/src/audio_transcription/tests.rs
+++ b/litellm-rust/crates/core/src/audio_transcription/tests.rs
@@ -4,8 +4,16 @@ use std::thread;
 
 use serde_json::{Map, json};
 
-use super::audio_transcription;
 use super::types::AudioTranscriptionRequest;
+use super::{admit, audio_transcription};
+
+#[test]
+fn uninspectable_request_declines_in_core() {
+    assert_eq!(
+        admit(crate::call_lifecycle::admission::Inspection::Uninspectable),
+        Err(crate::call_lifecycle::admission::AdmissionDecline::Uninspectable)
+    );
+}
 
 #[tokio::test]
 async fn bedrock_request_is_signed_and_contains_audio() {
diff --git a/litellm-rust/crates/core/src/call_lifecycle/admission.rs b/litellm-rust/crates/core/src/call_lifecycle/admission.rs
index 138fb83a1ed..a064972fe95 100644
--- a/litellm-rust/crates/core/src/call_lifecycle/admission.rs
+++ b/litellm-rust/crates/core/src/call_lifecycle/admission.rs
@@ -30,3 +30,8 @@ pub enum AdmissionDecline {
     #[strum(to_string = "{0}")]
     Feature(&'static str),
 }
+
+pub enum Inspection<T> {
+    Inspectable(T),
+    Uninspectable,
+}
diff --git a/litellm-rust/crates/core/src/call_lifecycle/provider.rs b/litellm-rust/crates/core/src/call_lifecycle/provider.rs
index 7a56851787e..5173ca0bf2b 100644
--- a/litellm-rust/crates/core/src/call_lifecycle/provider.rs
+++ b/litellm-rust/crates/core/src/call_lifecycle/provider.rs
@@ -146,9 +146,13 @@ pub enum CompletedReply<Q> {
 }
 
 pub trait CompletedRoute: Send + Sync + 'static {
+    type Admission;
     type Request: Send + Sync + 'static;
     type Response: Clone + Send + Sync + serde::de::DeserializeOwned + 'static;
 
+    fn admit(
+        admission: Self::Admission,
+    ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline>;
     fn run(request: Self::Request, hooks: Arc<dyn ProviderHooks>)
     -> WorkflowFuture<Self::Response>;
     fn context(request: &Self::Request) -> CallLifecycleContext;
@@ -473,9 +477,16 @@ mod tests {
     struct TestRoute;
 
     impl CompletedRoute for TestRoute {
+        type Admission = ();
         type Request = ();
         type Response = TestResponse;
 
+        fn admit(
+            (): Self::Admission,
+        ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline> {
+            Ok(())
+        }
+
         fn run((): Self::Request, hooks: Arc<dyn ProviderHooks>) -> WorkflowFuture<Self::Response> {
             Box::pin(async move {
                 let request = hooks
diff --git a/litellm-rust/crates/core/src/chat_completions/lifecycle.rs b/litellm-rust/crates/core/src/chat_completions/lifecycle.rs
index ca6bd37fe47..904ac661139 100644
--- a/litellm-rust/crates/core/src/chat_completions/lifecycle.rs
+++ b/litellm-rust/crates/core/src/chat_completions/lifecycle.rs
@@ -36,9 +36,16 @@ pub struct ChatCompletionsRoute;
 pub type ChatCompletionsCall = CompletedCall<ChatCompletionsRoute>;
 
 impl CompletedRoute for ChatCompletionsRoute {
+    type Admission = crate::call_lifecycle::admission::Inspection<super::ChatCompletionsAdmission>;
     type Request = OwnedChatCompletionsRequest;
     type Response = ChatCompletionsResponse;
 
+    fn admit(
+        admission: Self::Admission,
+    ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline> {
+        super::admit(admission)
+    }
+
     fn run(
         request: Self::Request,
         hooks: Arc<dyn ProviderHooks>,
diff --git a/litellm-rust/crates/core/src/chat_completions/mod.rs b/litellm-rust/crates/core/src/chat_completions/mod.rs
index c0f325712c3..901ca8ea7b0 100644
--- a/litellm-rust/crates/core/src/chat_completions/mod.rs
+++ b/litellm-rust/crates/core/src/chat_completions/mod.rs
@@ -69,28 +69,41 @@ pub struct AdmissionContext {
     pub bedrock_metadata_owned: bool,
 }
 
+pub struct ChatCompletionsAdmission {
+    pub model: String,
+    pub provider: Option<String>,
+    pub messages: Value,
+    pub params: Map<String, Value>,
+    pub headers: Option<Map<String, Value>>,
+    pub context: AdmissionContext,
+}
+
 pub fn admit(
-    model: &str,
-    provider: Option<&str>,
-    messages: Value,
-    params: &Map<String, Value>,
-    headers: Option<&Map<String, Value>>,
-    context: AdmissionContext,
+    inspection: crate::call_lifecycle::admission::Inspection<ChatCompletionsAdmission>,
 ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline> {
-    use crate::call_lifecycle::admission::AdmissionDecline;
-    let resolved = crate::routing_utils::provider::get_custom_llm_provider(model, provider);
-    let provider = provider.or_else(|| resolved.as_ref().map(|value| value.custom_llm_provider));
-    if context.stream {
+    use crate::call_lifecycle::admission::{AdmissionDecline, Inspection};
+    let Inspection::Inspectable(admission) = inspection else {
+        return Err(AdmissionDecline::Uninspectable);
+    };
+    let resolved = crate::routing_utils::provider::get_custom_llm_provider(
+        &admission.model,
+        admission.provider.as_deref(),
+    );
+    let provider = admission
+        .provider
+        .as_deref()
+        .or_else(|| resolved.as_ref().map(|value| value.custom_llm_provider));
+    if admission.context.stream {
         return Err(AdmissionDecline::Feature("streaming"));
     }
-    if (provider == Some("anthropic") && context.anthropic_user_id)
-        || (provider == Some("bedrock") && context.bedrock_metadata_owned)
+    if (provider == Some("anthropic") && admission.context.anthropic_user_id)
+        || (provider == Some("bedrock") && admission.context.bedrock_metadata_owned)
     {
         return Err(AdmissionDecline::HostOperations);
     }
     #[cfg(feature = "bedrock-auth")]
     if provider == Some("bedrock")
-        && headers.is_some_and(|headers| {
+        && admission.headers.as_ref().is_some_and(|headers| {
             headers
                 .keys()
                 .any(|name| crate::providers::bedrock::aws_base::is_sigv4_computed_header(name))
@@ -100,8 +113,13 @@ pub fn admit(
             "request forwards a header AWS SigV4 computes",
         ));
     }
-    let _ = headers;
-    match chat_completions_decline_reason(model, provider, messages, params) {
+    let _ = admission.headers;
+    match chat_completions_decline_reason(
+        &admission.model,
+        provider,
+        admission.messages,
+        &admission.params,
+    ) {
         Some(reason) => Err(AdmissionDecline::Feature(reason)),
         None => Ok(()),
     }
diff --git a/litellm-rust/crates/core/src/chat_completions/tests.rs b/litellm-rust/crates/core/src/chat_completions/tests.rs
index f8594dee447..a384a5e549b 100644
--- a/litellm-rust/crates/core/src/chat_completions/tests.rs
+++ b/litellm-rust/crates/core/src/chat_completions/tests.rs
@@ -2,10 +2,19 @@ use serde_json::{Map, Value, json};
 
 use crate::error::Error;
 
+use super::admit;
 use super::prepare::{prepare_provider_request, resolve_request};
 use super::transformation::ChatCompletionsAuth;
 use super::types::{ChatCompletionsRequest, ProviderChatCompletionsRequest};
 
+#[test]
+fn uninspectable_request_declines_in_core() {
+    assert_eq!(
+        admit(crate::call_lifecycle::admission::Inspection::Uninspectable),
+        Err(crate::call_lifecycle::admission::AdmissionDecline::Uninspectable)
+    );
+}
+
 fn prepare_chat_completions_call(
     request: ChatCompletionsRequest<'_>,
 ) -> Result<ProviderChatCompletionsRequest, Error> {
diff --git a/litellm-rust/crates/core/src/messages/lifecycle.rs b/litellm-rust/crates/core/src/messages/lifecycle.rs
index 07dedb79cf0..fab3e224928 100644
--- a/litellm-rust/crates/core/src/messages/lifecycle.rs
+++ b/litellm-rust/crates/core/src/messages/lifecycle.rs
@@ -34,9 +34,16 @@ pub struct MessagesRoute;
 pub type MessagesCall = CompletedCall<MessagesRoute>;
 
 impl CompletedRoute for MessagesRoute {
+    type Admission = crate::call_lifecycle::admission::Inspection<super::MessagesAdmission>;
     type Request = OwnedMessagesRequest;
     type Response = AnthropicMessagesResponse;
 
+    fn admit(
+        admission: Self::Admission,
+    ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline> {
+        super::admit(admission)
+    }
+
     fn run(
         request: Self::Request,
         hooks: Arc<dyn ProviderHooks>,
diff --git a/litellm-rust/crates/core/src/messages/mod.rs b/litellm-rust/crates/core/src/messages/mod.rs
index 9b817b4b69a..619fc6ce3b4 100644
--- a/litellm-rust/crates/core/src/messages/mod.rs
+++ b/litellm-rust/crates/core/src/messages/mod.rs
@@ -19,6 +19,12 @@ pub mod types;
 use handler::execute_messages_provider_stream;
 use types::{AnthropicMessagesResponse, MessagesRequest};
 
+pub struct MessagesAdmission {
+    pub model: String,
+    pub provider: Option<String>,
+    pub has_agentic_hook: bool,
+}
+
 #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub async fn messages(request: MessagesRequest<'_>) -> Result<AnthropicMessagesResponse, Error> {
     crate::call_lifecycle::provider::run_completed::<lifecycle::MessagesRoute>(request.into()).await
@@ -29,20 +35,27 @@ pub async fn messages_stream(request: MessagesRequest<'_>) -> Result<reqwest::Re
 }
 
 pub fn admit(
-    model: &str,
-    provider: Option<&str>,
-    has_agentic_hook: bool,
+    inspection: crate::call_lifecycle::admission::Inspection<MessagesAdmission>,
 ) -> Result<(), crate::call_lifecycle::admission::AdmissionDecline> {
-    use crate::call_lifecycle::admission::AdmissionDecline;
-    let resolved = crate::routing_utils::provider::get_custom_llm_provider(model, provider);
-    let provider = provider.or_else(|| resolved.as_ref().map(|value| value.custom_llm_provider));
+    use crate::call_lifecycle::admission::{AdmissionDecline, Inspection};
+    let Inspection::Inspectable(admission) = inspection else {
+        return Err(AdmissionDecline::Uninspectable);
+    };
+    let resolved = crate::routing_utils::provider::get_custom_llm_provider(
+        &admission.model,
+        admission.provider.as_deref(),
+    );
+    let provider = admission
+        .provider
+        .as_deref()
+        .or_else(|| resolved.as_ref().map(|value| value.custom_llm_provider));
     if provider
         .and_then(common_utils::messages_provider_config)
         .is_none()
     {
         return Err(AdmissionDecline::Provider);
     }
-    if has_agentic_hook {
+    if admission.has_agentic_hook {
         return Err(AdmissionDecline::HostOperations);
     }
     Ok(())
diff --git a/litellm-rust/crates/core/src/messages/tests.rs b/litellm-rust/crates/core/src/messages/tests.rs
index df9f7051011..e0464899947 100644
--- a/litellm-rust/crates/core/src/messages/tests.rs
+++ b/litellm-rust/crates/core/src/messages/tests.rs
@@ -9,8 +9,16 @@ use crate::error::Error;
 use super::common_utils::{
     has_bearer_auth, has_header, messages_provider_config, string_headers, truncate_error_body,
 };
-use super::messages;
 use super::types::MessagesRequest;
+use super::{admit, messages};
+
+#[test]
+fn uninspectable_request_declines_in_core() {
+    assert_eq!(
+        admit(crate::call_lifecycle::admission::Inspection::Uninspectable),
+        Err(crate::call_lifecycle::admission::AdmissionDecline::Uninspectable)
+    );
+}
 
 async fn read_http_request(socket: &mut TcpStream) -> String {
     let mut request = Vec::new();
diff --git a/litellm-rust/crates/python-bridge/src/lifecycle/completed.rs b/litellm-rust/crates/python-bridge/src/lifecycle/completed.rs
index 49329bcdef6..69f05d4d818 100644
--- a/litellm-rust/crates/python-bridge/src/lifecycle/completed.rs
+++ b/litellm-rust/crates/python-bridge/src/lifecycle/completed.rs
@@ -23,7 +23,7 @@ pub(crate) trait PythonCompletedRoute: CompletedRoute {
     const SYNC_CALL_TYPE: PythonCallType;
     const ASYNC_CALL_TYPE: PythonCallType;
 
-    fn admit(request: &Bound<'_, PyDict>) -> PyResult<()>;
+    fn project_admission(request: &Bound<'_, PyDict>) -> PyResult<Self::Admission>;
     fn project(request: &Bound<'_, PyDict>) -> PyResult<Self::Request>;
 }
 
@@ -242,7 +242,7 @@ pub(crate) fn run<R: PythonCompletedRoute>(
 where
     R::Response: Serialize,
 {
-    R::admit(&request)?;
+    crate::errors::admit(R::admit(R::project_admission(&request)?))?;
     let controls = crate::cache::snapshot(
         py,
         if asynchronous {
diff --git a/litellm-rust/crates/python-bridge/src/routes/chat_completions/lifecycle.rs b/litellm-rust/crates/python-bridge/src/routes/chat_completions/lifecycle.rs
index 588b1a06309..fa806bfae8d 100644
--- a/litellm-rust/crates/python-bridge/src/routes/chat_completions/lifecycle.rs
+++ b/litellm-rust/crates/python-bridge/src/routes/chat_completions/lifecycle.rs
@@ -1,3 +1,5 @@
+use litellm_core::call_lifecycle::admission::Inspection;
+use litellm_core::chat_completions::ChatCompletionsAdmission;
 use litellm_core::chat_completions::lifecycle::{
     ChatCompletionsRoute, OwnedChatCompletionsRequest,
 };
@@ -15,7 +17,7 @@ impl PythonCompletedRoute for ChatCompletionsRoute {
     const SYNC_CALL_TYPE: PythonCallType = PythonCallType::Completion;
     const ASYNC_CALL_TYPE: PythonCallType = PythonCallType::AsyncCompletion;
 
-    fn admit(request: &Bound<'_, PyDict>) -> PyResult<()> {
+    fn project_admission(request: &Bound<'_, PyDict>) -> PyResult<Self::Admission> {
         let model = required(request, RequestField::Model)?;
         let provider = request.get_item(RequestField::CustomLlmProvider.key(request.py()))?;
         let messages = required(request, RequestField::Messages)?;
@@ -29,26 +31,24 @@ impl PythonCompletedRoute for ChatCompletionsRoute {
             || !exact_optional_object(headers.as_ref())
             || !exact_optional_object(facts.as_ref())
         {
-            return crate::errors::admit(Err(
-                litellm_core::call_lifecycle::admission::AdmissionDecline::Uninspectable,
-            ));
+            return Ok(Inspection::Uninspectable);
         }
         let provider: Option<String> = provider
             .as_ref()
             .map(|value| value.extract::<Option<String>>())
             .transpose()?
             .flatten();
-        crate::errors::admit(litellm_core::chat_completions::admit(
-            &model.extract::<String>()?,
-            provider.as_deref(),
-            from_py(&messages)?,
-            &object(request, RequestField::OptionalParams)?,
-            Some(&object(request, RequestField::ExtraHeaders)?),
-            facts
+        Ok(Inspection::Inspectable(ChatCompletionsAdmission {
+            model: model.extract()?,
+            provider,
+            messages: from_py(&messages)?,
+            params: object(request, RequestField::OptionalParams)?,
+            headers: Some(object(request, RequestField::ExtraHeaders)?),
+            context: facts
                 .map(|value| from_py(&value))
                 .transpose()?
                 .unwrap_or_default(),
-        ))
+        }))
     }
 
     fn project(request: &Bound<'_, PyDict>) -> PyResult<OwnedChatCompletionsRequest> {
diff --git a/litellm-rust/crates/python-bridge/src/routes/definition.rs b/litellm-rust/crates/python-bridge/src/routes/definition.rs
index 94026410e3c..18402e2960c 100644
--- a/litellm-rust/crates/python-bridge/src/routes/definition.rs
+++ b/litellm-rust/crates/python-bridge/src/routes/definition.rs
@@ -347,6 +347,27 @@ mod tests {
                 async_messages_error.to_string(),
                 sync_messages_error.to_string()
             );
+
+            let invalid_audio = PyList::empty(py);
+            let request = PyDict::new(py);
+            request.set_item("model", "bedrock/model").unwrap();
+            request.set_item("audio", &invalid_audio).unwrap();
+            let sync_transcription_error = module
+                .getattr("transcription")
+                .and_then(|function| function.call1((&request, (), PyDict::new(py), py.None())))
+                .expect_err("sync transcription should reject a non-dict audio value");
+            let async_transcription_error = module
+                .getattr("atranscription")
+                .and_then(|function| function.call1((&request, (), PyDict::new(py), py.None())))
+                .expect_err("async transcription should reject a non-dict audio value");
+
+            assert!(
+                sync_transcription_error.is_instance_of::<crate::errors::RustBridgeDeclined>(py)
+            );
+            assert_eq!(
+                async_transcription_error.to_string(),
+                sync_transcription_error.to_string()
+            );
         });
     }
 
diff --git a/litellm-rust/crates/python-bridge/src/routes/messages/lifecycle.rs b/litellm-rust/crates/python-bridge/src/routes/messages/lifecycle.rs
index 47421136f33..bfe0d076b59 100644
--- a/litellm-rust/crates/python-bridge/src/routes/messages/lifecycle.rs
+++ b/litellm-rust/crates/python-bridge/src/routes/messages/lifecycle.rs
@@ -1,6 +1,8 @@
 use pyo3::prelude::*;
 use pyo3::types::{PyDict, PyTuple};
 
+use litellm_core::call_lifecycle::admission::Inspection;
+use litellm_core::messages::MessagesAdmission;
 use litellm_core::messages::lifecycle::{MessagesRoute, OwnedMessagesRequest};
 use litellm_python_interop::from_py_preserving_errors as from_py;
 
@@ -14,7 +16,7 @@ impl PythonCompletedRoute for MessagesRoute {
     const SYNC_CALL_TYPE: PythonCallType = PythonCallType::AnthropicMessages;
     const ASYNC_CALL_TYPE: PythonCallType = PythonCallType::AnthropicMessages;
 
-    fn admit(request: &Bound<'_, PyDict>) -> PyResult<()> {
+    fn project_admission(request: &Bound<'_, PyDict>) -> PyResult<Self::Admission> {
         let model = required(request, RequestField::Model)?;
         let provider = request.get_item(RequestField::CustomLlmProvider.key(request.py()))?;
         let body = request.get_item(RequestField::Body.key(request.py()))?;
@@ -24,23 +26,21 @@ impl PythonCompletedRoute for MessagesRoute {
             || !exact_optional_object(body.as_ref())
             || !exact_optional_bool(host_hook.as_ref())
         {
-            return crate::errors::admit(Err(
-                litellm_core::call_lifecycle::admission::AdmissionDecline::Uninspectable,
-            ));
+            return Ok(Inspection::Uninspectable);
         }
         let provider: Option<String> = provider
             .as_ref()
             .map(|value| value.extract::<Option<String>>())
             .transpose()?
             .flatten();
-        crate::errors::admit(litellm_core::messages::admit(
-            &model.extract::<String>()?,
-            provider.as_deref(),
-            host_hook
+        Ok(Inspection::Inspectable(MessagesAdmission {
+            model: model.extract()?,
+            provider,
+            has_agentic_hook: host_hook
                 .map(|value| value.extract())
                 .transpose()?
                 .unwrap_or(false),
-        ))
+        }))
     }
 
     fn project(request: &Bound<'_, PyDict>) -> PyResult<OwnedMessagesRequest> {
diff --git a/litellm-rust/crates/python-bridge/src/routes/transcription/lifecycle.rs b/litellm-rust/crates/python-bridge/src/routes/transcription/lifecycle.rs
index 917a25d5ffc..4a300d3d65e 100644
--- a/litellm-rust/crates/python-bridge/src/routes/transcription/lifecycle.rs
+++ b/litellm-rust/crates/python-bridge/src/routes/transcription/lifecycle.rs
@@ -1,9 +1,11 @@
 use pyo3::prelude::*;
 use pyo3::types::{PyDict, PyTuple};
 
+use litellm_core::audio_transcription::AudioTranscriptionAdmission;
 use litellm_core::audio_transcription::lifecycle::{
     AudioTranscriptionRoute, OwnedAudioTranscriptionRequest,
 };
+use litellm_core::call_lifecycle::admission::Inspection;
 use litellm_python_interop::from_py_preserving_errors as from_py;
 
 use crate::lifecycle::completed::{self, PythonCompletedRoute};
@@ -16,7 +18,7 @@ impl PythonCompletedRoute for AudioTranscriptionRoute {
     const SYNC_CALL_TYPE: PythonCallType = PythonCallType::Transcription;
     const ASYNC_CALL_TYPE: PythonCallType = PythonCallType::AsyncTranscription;
 
-    fn admit(request: &Bound<'_, PyDict>) -> PyResult<()> {
+    fn project_admission(request: &Bound<'_, PyDict>) -> PyResult<Self::Admission> {
         let model = required(request, RequestField::Model)?;
         let provider = request.get_item(RequestField::CustomLlmProvider.key(request.py()))?;
         let audio_value = required(request, RequestField::Audio)?;
@@ -26,16 +28,14 @@ impl PythonCompletedRoute for AudioTranscriptionRoute {
             || !exact_optional_object(Some(&audio_value))
             || !exact_optional_object(optional_params.as_ref())
         {
-            return crate::errors::admit(Err(
-                litellm_core::call_lifecycle::admission::AdmissionDecline::Uninspectable,
-            ));
+            return Ok(Inspection::Uninspectable);
         }
         let audio = from_py(&audio_value)?;
-        crate::errors::admit(litellm_core::audio_transcription::admit(
-            &model.extract::<String>()?,
-            optional_string(request, RequestField::CustomLlmProvider)?.as_deref(),
-            &audio,
-        ))
+        Ok(Inspection::Inspectable(AudioTranscriptionAdmission {
+            model: model.extract()?,
+            provider: optional_string(request, RequestField::CustomLlmProvider)?,
+            audio,
+        }))
     }
 
     fn project(request: &Bound<'_, PyDict>) -> PyResult<OwnedAudioTranscriptionRequest> {