diff --git a/src/data/nav/aitransport.ts b/src/data/nav/aitransport.ts
index 2cb7646304..7e849691b5 100644
--- a/src/data/nav/aitransport.ts
+++ b/src/data/nav/aitransport.ts
@@ -105,7 +105,7 @@ export default {
             },
             {
               name: 'Human-in-the-loop',
-              link: '/docs/guides/ai-transport/anthropic-human-in-the-loop',
+              link: '/docs/guides/ai-transport/anthropic/anthropic-human-in-the-loop',
             },
           ],
         },
@@ -122,7 +122,7 @@ export default {
             },
             {
               name: 'Human-in-the-loop',
-              link: '/docs/guides/ai-transport/openai-human-in-the-loop',
+              link: '/docs/guides/ai-transport/openai/openai-human-in-the-loop',
             },
           ],
         },
diff --git a/src/pages/docs/ai-transport/index.mdx b/src/pages/docs/ai-transport/index.mdx
index c59ca3c163..9b4e25aa0c 100644
--- a/src/pages/docs/ai-transport/index.mdx
+++ b/src/pages/docs/ai-transport/index.mdx
@@ -38,7 +38,7 @@ Use the following guides to get started with OpenAI:
     title: 'Human-in-the-loop',
     description: 'Implement human-in-the-loop approval workflows with OpenAI',
     image: 'icon-tech-javascript',
-    link: '/docs/guides/ai-transport/openai-human-in-the-loop',
+    link: '/docs/guides/ai-transport/openai/openai-human-in-the-loop',
   },
 ]}
 </Tiles>
@@ -65,7 +65,7 @@ Use the following guides to get started with Anthropic:
     title: 'Human-in-the-loop',
     description: 'Implement human-in-the-loop approval workflows with Anthropic',
     image: 'icon-tech-javascript',
-    link: '/docs/guides/ai-transport/anthropic-human-in-the-loop',
+    link: '/docs/guides/ai-transport/anthropic/anthropic-human-in-the-loop',
   },
 ]}
 </Tiles>
diff --git a/src/pages/docs/guides/ai-transport/anthropic-human-in-the-loop.mdx b/src/pages/docs/guides/ai-transport/anthropic/anthropic-human-in-the-loop.mdx
similarity index 100%
rename from src/pages/docs/guides/ai-transport/anthropic-human-in-the-loop.mdx
rename to src/pages/docs/guides/ai-transport/anthropic/anthropic-human-in-the-loop.mdx
diff --git a/src/pages/docs/guides/ai-transport/openai-human-in-the-loop.mdx b/src/pages/docs/guides/ai-transport/openai/openai-human-in-the-loop.mdx
similarity index 100%
rename from src/pages/docs/guides/ai-transport/openai-human-in-the-loop.mdx
rename to src/pages/docs/guides/ai-transport/openai/openai-human-in-the-loop.mdx