diff --git a/litellm-rust/crates/core/src/ocr/types.rs b/litellm-rust/crates/core/src/ocr/types.rs
index 1a72b8f1d66..656fd36e6d4 100644
--- a/litellm-rust/crates/core/src/ocr/types.rs
+++ b/litellm-rust/crates/core/src/ocr/types.rs
@@ -1,29 +1,187 @@
+//! Typed OCR domain model.
+//!
+//! These types mirror the Python OCR surface (`litellm/ocr/main.py` and the
+//! `OCRResponse` pydantic models) one-to-one, but as real Rust types rather than
+//! free-form JSON. Serde derives produce the exact wire JSON, so no provider
+//! ever hand-builds or hand-parses JSON.
+//!
+//! `serde_json::Value` appears in exactly three leaves, and only where Python's
+//! own types are `Any` / `Dict[str, Any]`: [`AnnotationFormat`] (a user-supplied
+//! JSON Schema we forward verbatim), [`OcrResponse::document_annotation`]
+//! (`Optional[Any]`), and [`OcrPageImage::bbox`] (`Optional[Dict[str, Any]]`).
+//! Everywhere Python is concrete, this module is concrete.
+//!
+//! Unknown upstream fields are dropped: serde ignores unrecognized keys by
+//! default, which is the deliberate "fully strict" behavior (vs Python's
+//! `model_config = {"extra": "allow"}` passthrough).
+
+use std::collections::BTreeMap;
+use std::time::Duration;
+
 use serde::{Deserialize, Serialize};
 use serde_json::Value;
 
-#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
-pub struct OcrRequestData {
-    pub data: Value,
-    pub files: Option<Value>,
+/// Which OCR provider to dispatch to.
+///
+/// The Python shell resolves `(custom_llm_provider, model)` into a precise
+/// variant before crossing the bridge — e.g. an `azure_ai` model that is a
+/// Document Intelligence model becomes [`OcrProvider::AzureDocumentIntelligence`].
+#[derive(Clone, Copy, Debug, PartialEq, Eq, Serialize, Deserialize)]
+#[serde(rename_all = "snake_case")]
+pub enum OcrProvider {
+    Mistral,
+    AzureAi,
+    AzureDocumentIntelligence,
+    VertexAi,
+    VertexDeepseek,
+    Reducto,
 }
 
+/// The document to OCR.
+///
+/// `type: "file"` inputs are converted to a base64 data-URI in the Python shell,
+/// so the core only ever sees a URL or image URL. Serializes to the provider
+/// wire shape, e.g. `{"type": "document_url", "document_url": "…"}`.
 #[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
-pub struct OcrResponseData {
-    pub pages: Vec<Value>,
+#[serde(tag = "type", rename_all = "snake_case")]
+pub enum OcrDocument {
+    DocumentUrl { document_url: String },
+    ImageUrl { image_url: String },
+}
+
+/// Extra HTTP headers (Python `extra_headers`). Header values are strings on the
+/// wire; `BTreeMap` keeps a stable, testable ordering.
+pub type OcrHeaders = BTreeMap<String, String>;
+
+/// Table output format (Mistral `table_format`).
+#[derive(Clone, Copy, Debug, PartialEq, Eq, Serialize, Deserialize)]
+#[serde(rename_all = "snake_case")]
+pub enum TableFormat {
+    Markdown,
+    Html,
+}
+
+/// Confidence-score granularity (Mistral `confidence_scores_granularity`).
+#[derive(Clone, Copy, Debug, PartialEq, Eq, Serialize, Deserialize)]
+#[serde(rename_all = "snake_case")]
+pub enum ConfidenceGranularity {
+    Word,
+    Page,
+}
+
+/// A provider "response format" (a user-supplied JSON Schema, forwarded verbatim
+/// to the provider). A JSON Schema is arbitrary JSON by definition, so
+/// `serde_json::Value` is its precise type — mirrors Python's `Dict[str, Any]`.
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+#[serde(transparent)]
+pub struct AnnotationFormat(pub Value);
+
+/// OCR options — the superset of provider params (Python `**kwargs`). Every field
+/// is optional; serde skips `None`, so each provider's request body carries only
+/// the keys that were actually set.
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct OcrParams {
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub pages: Option<Vec<u32>>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub include_image_base64: Option<bool>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub image_limit: Option<u32>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub image_min_size: Option<u32>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub bbox_annotation_format: Option<AnnotationFormat>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub document_annotation_format: Option<AnnotationFormat>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub document_annotation_prompt: Option<String>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub extract_header: Option<bool>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub extract_footer: Option<bool>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub table_format: Option<TableFormat>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub confidence_scores_granularity: Option<ConfidenceGranularity>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub id: Option<String>,
+}
+
+/// A fully-typed OCR request — maps argument-for-argument to `litellm.ocr()` /
+/// `litellm.aocr()`, grouped into a struct (idiomatic Rust; also keeps the entry
+/// point under clippy's `too_many_arguments` ceiling).
+#[derive(Clone, Debug)]
+pub struct OcrRequest {
+    pub provider: OcrProvider,
     pub model: String,
+    pub document: OcrDocument,
+    pub api_key: Option<String>,
+    pub api_base: Option<String>,
+    pub extra_headers: OcrHeaders,
+    pub timeout: Option<Duration>,
+    pub params: OcrParams,
+}
+
+/// Page dimensions (Python `OCRPageDimensions`).
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct OcrPageDimensions {
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub dpi: Option<u32>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub height: Option<u32>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub width: Option<u32>,
+}
+
+/// An image extracted from a page (Python `OCRPageImage`). `bbox` is
+/// `Optional[Dict[str, Any]]` in Python, so it stays a `Value`.
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct OcrPageImage {
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub image_base64: Option<String>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub bbox: Option<Value>,
+}
+
+/// A single OCR page (Python `OCRPage`).
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct OcrPage {
+    pub index: u32,
+    pub markdown: String,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub images: Option<Vec<OcrPageImage>>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub dimensions: Option<OcrPageDimensions>,
+}
+
+/// Usage information (Python `OCRUsageInfo`).
+#[derive(Clone, Debug, Default, PartialEq, Serialize, Deserialize)]
+pub struct OcrUsageInfo {
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub pages_processed: Option<u32>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub credits: Option<f64>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub doc_size_bytes: Option<u64>,
+}
+
+fn default_ocr_object() -> String {
+    "ocr".to_string()
+}
+
+/// The standardized OCR response (Python `OCRResponse`). `document_annotation` is
+/// `Optional[Any]` in Python (it depends on the user's annotation schema), so it
+/// stays a `Value`.
+#[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
+pub struct OcrResponse {
+    #[serde(default)]
+    pub pages: Vec<OcrPage>,
+    #[serde(default)]
+    pub model: String,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
     pub document_annotation: Option<Value>,
-    pub usage_info: Option<Value>,
+    #[serde(default, skip_serializing_if = "Option::is_none")]
+    pub usage_info: Option<OcrUsageInfo>,
+    #[serde(default = "default_ocr_object")]
     pub object: String,
 }
-
-impl OcrResponseData {
-    pub fn into_json(self) -> Value {
-        serde_json::json!({
-            "pages": self.pages,
-            "model": self.model,
-            "document_annotation": self.document_annotation,
-            "usage_info": self.usage_info,
-            "object": self.object,
-        })
-    }
-}