diff --git a/src/platform/packages/shared/kbn-doc-links/src/get_doc_links.ts b/src/platform/packages/shared/kbn-doc-links/src/get_doc_links.ts
index 37d092702720d..2946df47c2ff8 100644
--- a/src/platform/packages/shared/kbn-doc-links/src/get_doc_links.ts
+++ b/src/platform/packages/shared/kbn-doc-links/src/get_doc_links.ts
@@ -1089,6 +1089,8 @@ export const getDocLinks = ({ kibanaBranch, buildFlavor }: GetDocLinkOptions): D
       inferenceAPIDocumentation: isServerless
         ? `${ELASTICSEARCH_SERVERLESS_APIS}operation/operation-inference-put`
         : `${ELASTICSEARCH_APIS}operation/operation-inference-put`,
+      featureSettings: `${ELASTIC_DOCS}explore-analyze/ai-features/manage-access-to-ai-assistant`,
+      externalInference: `${ELASTIC_DOCS}explore-analyze/elastic-inference/external`,
     },
     synonyms: {
       synonymsAPIDocumentation: isServerless
diff --git a/src/platform/packages/shared/kbn-doc-links/src/types.ts b/src/platform/packages/shared/kbn-doc-links/src/types.ts
index 7c3ab892b689f..fff8fa999538b 100644
--- a/src/platform/packages/shared/kbn-doc-links/src/types.ts
+++ b/src/platform/packages/shared/kbn-doc-links/src/types.ts
@@ -707,6 +707,8 @@ export interface DocLinks {
   };
   readonly inferenceManagement: {
     readonly inferenceAPIDocumentation: string;
+    readonly featureSettings: string;
+    readonly externalInference: string;
   };
   readonly synonyms: {
     readonly synonymsAPIDocumentation: string;
diff --git a/x-pack/platform/plugins/shared/search_inference_endpoints/common/doc_links.ts b/x-pack/platform/plugins/shared/search_inference_endpoints/common/doc_links.ts
index c2b3348b8bf88..55ecd68b865ca 100644
--- a/x-pack/platform/plugins/shared/search_inference_endpoints/common/doc_links.ts
+++ b/x-pack/platform/plugins/shared/search_inference_endpoints/common/doc_links.ts
@@ -12,7 +12,8 @@ class InferenceEndpointsDocLinks {
   public elasticInferenceService: string = '';
   public semanticSearchElser: string = '';
   public semanticSearchE5: string = '';
-
+  public featureSettings: string = '';
+  public externalInference: string = '';
   constructor() {}
 
   setDocLinks(newDocLinks: DocLinks) {
@@ -20,6 +21,8 @@ class InferenceEndpointsDocLinks {
     this.elasticInferenceService = newDocLinks.enterpriseSearch.elasticInferenceService;
     this.semanticSearchElser = newDocLinks.enterpriseSearch.elser;
     this.semanticSearchE5 = newDocLinks.enterpriseSearch.e5Model;
+    this.featureSettings = newDocLinks.inferenceManagement.featureSettings;
+    this.externalInference = newDocLinks.inferenceManagement.externalInference;
   }
 }
 
diff --git a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/external_inference_empty_prompt.tsx b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/external_inference_empty_prompt.tsx
index e79b9c5c0dea3..9e49a55839271 100644
--- a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/external_inference_empty_prompt.tsx
+++ b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/external_inference_empty_prompt.tsx
@@ -53,7 +53,7 @@ export const ExternalInferenceEmptyPrompt: React.FC<ExternalInferenceEmptyPrompt
       }
       footer={
         <EuiLink
-          href={docLinks.createInferenceEndpoint}
+          href={docLinks.externalInference}
           target="_blank"
           external
           data-test-subj="viewDocumentationLink"
diff --git a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.test.tsx b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.test.tsx
index 1ed44f81cc1da..dd7d083b2c6fc 100644
--- a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.test.tsx
+++ b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.test.tsx
@@ -178,7 +178,7 @@ describe('DefaultModelSection', () => {
     );
 
     expect(
-      screen.getByText('Features can allow users to select other models than the default.')
+      screen.getByText('Users can choose between multiple models for each feature.')
     ).toBeInTheDocument();
   });
 
diff --git a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.tsx b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.tsx
index 741c979284073..40a5680252a4e 100644
--- a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.tsx
+++ b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/default_model_section.tsx
@@ -228,8 +228,7 @@ export const DefaultModelSection: React.FC<Props> = ({ defaultModelSettings }) =
                 : i18n.translate(
                     'xpack.searchInferenceEndpoints.settings.defaultModel.allowOtherModels.description',
                     {
-                      defaultMessage:
-                        'Features can allow users to select other models than the default.',
+                      defaultMessage: 'Users can choose between multiple models for each feature.',
                     }
                   )}
             </EuiText>
diff --git a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/model_settings.tsx b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/model_settings.tsx
index 563f0c985c582..0f77e2746576d 100644
--- a/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/model_settings.tsx
+++ b/x-pack/platform/plugins/shared/search_inference_endpoints/public/components/settings/model_settings.tsx
@@ -161,10 +161,10 @@ export const ModelSettings: React.FC = () => {
             flush="both"
             target="_blank"
             data-test-subj="settings-api-documentation"
-            href={docLinks.createInferenceEndpoint}
+            href={docLinks.featureSettings}
           >
-            {i18n.translate('xpack.searchInferenceEndpoints.apiDocumentationLink', {
-              defaultMessage: 'API Documentation',
+            {i18n.translate('xpack.searchInferenceEndpoints.settings.documentationLabel', {
+              defaultMessage: 'Documentation',
             })}
           </EuiButtonEmpty>,
         ]}