diff --git a/app/_data/ai-gateway/v2/providers.yaml b/app/_data/ai-gateway/v2/providers.yaml
index 21862b37f70..332ab394d7f 100644
--- a/app/_data/ai-gateway/v2/providers.yaml
+++ b/app/_data/ai-gateway/v2/providers.yaml
@@ -1561,3 +1561,77 @@ providers:
     limitations:
       provider_specific: []
       statistics_logging: []
+  - name: Amazon SageMaker
+    url_patterns:
+      - 'https://runtime.sagemaker.{region}.amazonaws.com'
+    min_version: '2.0'
+    capabilities:
+      generate:
+        supported: true
+        streaming: true
+        upstream_path: '`/endpoints/{endpoint_name}/invocations` (or `/endpoints/{endpoint_name}/invocations-response-stream` for streaming)'
+        model_example: 'User-defined (the name of your SageMaker endpoint)'
+        min_version: '2.0'
+      completions:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      embeddings:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      files:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      batches:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      agentic:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      audio_speech:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      audio_transcription:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      audio_translation:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      image:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      video:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      realtime:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+      rerank:
+        supported: false
+        streaming: false
+        model_example: ''
+        min_version: ''
+    limitations:
+      provider_specific: []
+      statistics_logging: []
diff --git a/app/_includes/md/ai-gateway/v2/aws-auth.md b/app/_includes/md/ai-gateway/v2/aws-auth.md
new file mode 100644
index 00000000000..7dff554c642
--- /dev/null
+++ b/app/_includes/md/ai-gateway/v2/aws-auth.md
@@ -0,0 +1,11 @@
+## Authentication with AWS
+
+For {{ provider.name }}, you can also set `auth` to `aws`. Provide static IAM user credentials with `access_key_id` and `secret_access_key`, or omit them to fall back to the default AWS credentials provider chain (EC2 instance profiles, environment variables, and so on). For cross-account access, assume a role with `assume_role_arn` and `role_session_name`.
+
+See [Outbound authentication](/ai-gateway/entities/ai-model-provider/#outbound-authentication) on the AI Model Provider entity page for the full list of `auth` fields, including `sts_endpoint_url` and the Bedrock-specific `batch_role_arn`.
+
+{:.info}
+> **AWS Session tokens**
+>
+> There's no dedicated field for an AWS session token.
+> For temporary credentials, set `config.auth.assume_role_arn` and `config.auth.role_session_name` to assume a role through AWS STS, or leave `config.auth.access_key_id` and `config.auth.secret_access_key` unset to fall back to environment variables or an instance or task IAM role.
diff --git a/app/_landing_pages/ai-gateway/ai-providers.yaml b/app/_landing_pages/ai-gateway/ai-providers.yaml
index 070a95eace4..5d2de881bd7 100644
--- a/app/_landing_pages/ai-gateway/ai-providers.yaml
+++ b/app/_landing_pages/ai-gateway/ai-providers.yaml
@@ -54,6 +54,13 @@ rows:
             icon: /assets/icons/bedrock.svg
             cta:
               url: /ai-gateway/ai-providers/bedrock/
+      - blocks:
+        - type: icon_card
+          config:
+            title: Amazon SageMaker
+            icon: /assets/icons/sagemaker.svg
+            cta:
+              url: /ai-gateway/ai-providers/sagemaker/
       - blocks:
         - type: icon_card
           config:
diff --git a/app/ai-gateway/ai-providers/bedrock.md b/app/ai-gateway/ai-providers/bedrock.md
index 83091f8aa03..5923f8445b7 100644
--- a/app/ai-gateway/ai-providers/bedrock.md
+++ b/app/ai-gateway/ai-providers/bedrock.md
@@ -17,6 +17,7 @@ products:
 
 tools:
   - konnect-api
+  - kongctl
 
 tags:
   - ai
@@ -64,14 +65,9 @@ To use {{ provider.name }} with {{site.ai_gateway}}, configure a new [AI Model P
 
 Here's a minimal configuration for chat completions:
 
-<!--vale off-->
-{% konnect_api_request %}
-url: /v1/ai-gateways/$AI_GATEWAY_ID/model-providers
-status_code: 201
-method: POST
-headers:
-  - 'Content-Type: application/json'
-body:
+{% entity_example %}
+type: model-provider
+data:
   display_name: AWS Production
   name: my-aws-account
   type: bedrock
@@ -80,16 +76,6 @@ body:
       type: aws
       access_key_id: $AWS_ACCESS_KEY_ID
       secret_access_key: $AWS_SECRET_ACCESS_KEY
-{% endkonnect_api_request %}
-<!--vale on-->
+{% endentity_example %}
 
-## Authentication with AWS
-
-You can also use {{ provider.name }} with AWS credentials by setting `auth` to `aws` and specifying:
-
-* **`access_key_id`** (optional): AWS access key ID for static IAM user credentials. If omitted, the default AWS credentials provider chain is used (EC2 instance profiles, environment variables, etc.).
-* **`secret_access_key`** (optional): AWS secret access key paired with `access_key_id`. Required if `access_key_id` is set.
-* **`assume_role_arn`** (optional): IAM role ARN to assume for temporary credentials. Useful for cross-account access.
-* **`role_session_name`** (optional): Session name for the assumed role. Required if `assume_role_arn` is set.
-* **`sts_endpoint_url`** (optional): Custom STS endpoint for role assumption. Defaults to `https://sts.amazonaws.com`.
-* **`batch_role_arn`** (optional): Separate role ARN for Bedrock batch API calls.
\ No newline at end of file
+{% include md/ai-gateway/v2/aws-auth.md %}
\ No newline at end of file
diff --git a/app/ai-gateway/ai-providers/sagemaker.md b/app/ai-gateway/ai-providers/sagemaker.md
new file mode 100644
index 00000000000..968e1c86441
--- /dev/null
+++ b/app/ai-gateway/ai-providers/sagemaker.md
@@ -0,0 +1,89 @@
+---
+title: "Amazon SageMaker provider"
+layout: reference
+content_type: reference
+description: Reference for supported capabilities for Amazon SageMaker provider
+breadcrumbs:
+  - /ai-gateway/
+  - /ai-gateway/ai-providers/
+
+permalink: /ai-gateway/ai-providers/sagemaker/
+
+works_on:
+ - konnect
+
+products:
+  - ai-gateway
+
+tools:
+  - konnect-api
+  - kongctl
+
+tags:
+  - ai
+
+min_version:
+  ai-gateway: '2.0'
+
+related_resources:
+  - text: "{{site.ai_gateway}}"
+    url: /ai-gateway/
+  - text: "{{site.ai_gateway}} Policies"
+    url: /ai-gateway/policies/
+  - text: AI Providers
+    url: /ai-gateway/ai-providers/
+  - text: AI Model Provider entity
+    url: /ai-gateway/entities/ai-model-provider/
+  - text: AI Model entity
+    url: /ai-gateway/entities/ai-model/
+
+---
+
+
+{% include md/ai-gateway/v2/providers.md providers=site.data.ai-gateway.v2.providers provider_name="Amazon SageMaker" %}
+
+{% include md/ai-gateway/v2/native-routes.md providers=site.data.ai-gateway.v2.providers provider_name="Amazon SageMaker" %}
+
+## Configure {{ provider.name }}
+
+To use {{ provider.name }} with {{site.ai_gateway}}, configure a new [AI Model Provider](/ai-gateway/entities/ai-model-provider/). You can then access supported [AI Models](/ai-gateway/entities/ai-model/) from {{ provider.name }}.
+
+Here's a minimal configuration for chat completions:
+
+{% entity_example %}
+type: model-provider
+data:
+  display_name: SageMaker Production
+  name: my-sagemaker-account
+  type: sagemaker
+  config:
+    auth:
+      type: aws
+      access_key_id: $AWS_ACCESS_KEY_ID
+      secret_access_key: $AWS_SECRET_ACCESS_KEY
+{% endentity_example %}
+
+{% include md/ai-gateway/v2/aws-auth.md %}
+
+## Configure a model target for {{ provider.name }}
+
+Only the `llm/v1/chat` route type is supported for {{ provider.name }} targets.
+
+A [target](/ai-gateway/entities/ai-model/#targets) is an entry in the `targets` array on the AI Model entity, not the AI Model Provider. The target `name` is the name of your SageMaker endpoint. Beyond the common target options (`name`, `provider`, `weight`), a target routing to {{ provider.name }} supports these `config` fields for multi-model, multi-variant, and multi-container endpoints:
+
+* **`region`**: The AWS region hosting the SageMaker endpoint.
+* **`target_model`** (optional): The model artifact to invoke on a multi-model endpoint.
+* **`target_variant`** (optional): The production variant to invoke on a multi-variant endpoint.
+* **`target_container_hostname`** (optional): The container hostname to invoke on a multi-container endpoint.
+
+```yaml
+targets:
+  - name: my-sagemaker-endpoint
+    provider: my-sagemaker-account
+    config:
+      type: sagemaker
+      region: us-east-1
+      target_model: my-model.tar.gz
+      target_variant: production-variant-1
+      target_container_hostname: container-1
+```
diff --git a/app/assets/icons/sagemaker.svg b/app/assets/icons/sagemaker.svg
new file mode 100644
index 00000000000..542ea19dd3c
--- /dev/null
+++ b/app/assets/icons/sagemaker.svg
@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="80px" height="80px" viewBox="0 0 80 80" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <!-- Generator: Sketch 64 (93537) - https://sketch.com -->
+    <title>Icon-Architecture/64/Arch_AWS-SageMaker_64</title>
+    <desc>Created with Sketch.</desc>
+    <defs>
+        <linearGradient x1="0%" y1="100%" x2="100%" y2="0%" id="linearGradient-1">
+            <stop stop-color="#055F4E" offset="0%"></stop>
+            <stop stop-color="#56C0A7" offset="100%"></stop>
+        </linearGradient>
+    </defs>
+    <g id="Icon-Architecture/64/Arch_AWS-SageMaker_64" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="Icon-Architecture-BG/64/Machine-Learning" fill="url(#linearGradient-1)">
+            <rect id="Rectangle" x="0" y="0" width="80" height="80"></rect>
+        </g>
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+    </g>
+</svg>
\ No newline at end of file