diff --git a/data/data-capabilities.ts b/data/data-capabilities.ts
index 2205cbd22..8f9d7ecda 100644
--- a/data/data-capabilities.ts
+++ b/data/data-capabilities.ts
@@ -52,11 +52,10 @@ const platformData = {
       icon: ContentOperationsIcon,
     },
     {
-      title: "Unified data layer",
-      description:
-        "Unlock your customer data to inform every interaction with real-time insights.",
-      href: "/sitecoreai/capabilities/unified-data-layer",
-      linkText: "Explore",
+      title: 'Audience and Insights',
+      description: 'Unlock your customer data to inform every interaction with real-time insights.',
+      href: '/sitecoreai/capabilities/audience-and-insights',
+      linkText: 'Explore',
       img: {
         src: "/images/capabilities/audience-and-insights.svg",
         width: 48,
diff --git a/data/markdown/pages/sitecoreai/capabilities/unified-data-layer.md b/data/markdown/pages/sitecoreai/capabilities/audience-and-insights.md
similarity index 95%
rename from data/markdown/pages/sitecoreai/capabilities/unified-data-layer.md
rename to data/markdown/pages/sitecoreai/capabilities/audience-and-insights.md
index a069335e7..f36b96218 100644
--- a/data/markdown/pages/sitecoreai/capabilities/unified-data-layer.md
+++ b/data/markdown/pages/sitecoreai/capabilities/audience-and-insights.md
@@ -1,5 +1,5 @@
 ---
-title: 'Unified data layer'
+title: 'Audience and Insights'
 pageType: 'article'
 description: 'Turn data into decisions and awareness into understanding, '
 hasSubPageNav: true
@@ -11,7 +11,7 @@ Combine all your data into one clear view so you know who your audiences are, wh
 ## Getting started
 
 <Row columns={2}>
-  <Article title="Overview" description="the Unfied data layer enables you to query and build custom segments at scale and speed using any attributes that your organization passes. " link="https://doc.sitecore.com/cdp/en/users/sitecore-cdp/index-en.html" linkText="Read more" />
+  <Article title="Overview" description="Audience and Insights enables you to query and build custom segments at scale and speed using any attributes that your organization passes. " link="https://doc.sitecore.com/sai/en/users/sitecoreai/audience-and-insights.html" linkText="Read more" />
   <Article title="Managing guests" description="Guest profiles have the potential to be very robust, populated with behavioral and transactional data. " link="https://doc.sitecore.com/cdp/en/users/sitecore-cdp/managing-guests-in-sitecore-cdp.html" linkText="Read more" />
   <Article title="Dashboards" description="Dashboards to review and analyze various performance metrics including events and customer journey pattern." link="https://doc.sitecore.com/cdp/en/users/sitecore-cdp/dashboards-in-sitecore-cdp.html" linkText="Read more" />
   <Article title="Developer Center" description="The Developer center is an area designed for developers to extend functionality including Conditions for segments." link="  https://doc.sitecore.com/cdp/en/users/sitecore-cdp/developer-center.html" linkText="Read more" />
diff --git a/data/markdown/pages/sitecoreai/capabilities/cms.md b/data/markdown/pages/sitecoreai/capabilities/cms.md
index d8f23a962..820b43fbc 100644
--- a/data/markdown/pages/sitecoreai/capabilities/cms.md
+++ b/data/markdown/pages/sitecoreai/capabilities/cms.md
@@ -9,15 +9,12 @@ hasInPageNav: true
 Today’s experiences change fast. Our Content Management System (CMS) gives your teams the freedom to build, design, and update content at the speed your customers expect with no waiting and no bottlenecks. SitecoreAI provides an agentic co-pilot for content, design and development, including built-in personalization and testing help marketing teams deliver relevance at scale.
 
 
-
-<Promo
-  title="Finding XM Cloud tools in SitecoreAI"
+<Row columns={1}>
+  <Article title="Finding XM Cloud tools in SitecoreAI" 
   description="The SitecoreAI interface introduces a unified workspace. The new interface offers a consistent layout, tighter integrations across tools, and built-in agentic features that make navigation faster and more intuitive. Go through the XM Cloud features and where you can find them in the new UI."
-  imageSource="https://delivery-sitecore.sitecorecontenthub.cloud/api/public/content/d1a88f7d4d3842dd999b5b479dc8bc8c?t=sc700x700"
-  linkText="Read more"
-  linkHref="https://doc.sitecore.com/sai/en/users/sitecoreai/finding-xm-cloud-tools-in-sitecoreai.html" isImageLeft={true}
-/>
+  link="https://doc.sitecore.com/sai/en/users/sitecoreai/finding-xm-cloud-tools-in-sitecoreai.html" maxWidth="sm" linktext="Read more"  />
 
+</Row>
 
 ## Getting started
 
diff --git a/data/markdown/pages/sitecoreai/dev-experience.md b/data/markdown/pages/sitecoreai/dev-experience.md
index 9e7c45603..5de10faa3 100644
--- a/data/markdown/pages/sitecoreai/dev-experience.md
+++ b/data/markdown/pages/sitecoreai/dev-experience.md
@@ -7,8 +7,7 @@ description: 'A unified, AI-native platform that connects content, data, and per
 twitter: ['#SitecoreAI']
 stackexchange: ['#SitecoreAI']
 youtube: PL1jJVFm_lGnzqYagW1UahIBeqTIYSBQMc
-changelog: 6
-changelogProductId: ['av_GqshF5U2kL8XMGjf-Xw']
+
 cdpTags: ['sitecoreai']
 portalURL: 'https://portal.sitecorecloud.io/'
 pageType: 'article'
diff --git a/data/markdown/pages/sitecoreai/index.md b/data/markdown/pages/sitecoreai/index.md
index 998bae84a..bc3af43ef 100644
--- a/data/markdown/pages/sitecoreai/index.md
+++ b/data/markdown/pages/sitecoreai/index.md
@@ -33,7 +33,7 @@ With AI at its core, SitecoreAI coordinates campaigns, personalises every moment
 Today’s experiences change fast. Our CMS gives your teams the freedom to build, design, and update content at the speed your customers expect with no waiting and no bottlenecks. Manage, design, and deliver experiences that scale with your ambition.
 
 <Row columns={3}>
-<Link title="Get started with Content management" link="/sitecoreai/capabilities/cms"/>
+<Link title="Get started with CMS" link="/sitecoreai/capabilities/cms"/>
 <Link title="Documentation" link="https://doc.sitecore.com/sai/en/users/sitecoreai/sitecoreai.html" />
 <Link title="Changelog" link="https://developers.sitecore.com/changelog"/>
 </Row>
diff --git a/data/markdown/pages/sitecoreai/manifest.json b/data/markdown/pages/sitecoreai/manifest.json
index 08216f576..2fab28eee 100644
--- a/data/markdown/pages/sitecoreai/manifest.json
+++ b/data/markdown/pages/sitecoreai/manifest.json
@@ -33,7 +33,7 @@
     },
     {
       "title": "Capabilities",
-      "path": "capabilities",
+      "path": "/capabilities",
       "ignoreLink": true,
       "children": [
         {
@@ -50,11 +50,11 @@
         },
         {
           "title": "Conversion Optimization",
-          "path": "capabilities/conversion-optimization"
+          "path": "conversion-optimization"
         },
         {
           "title": "Audience & Insights",
-          "path": "capabilities/audience-and-insights"
+          "path": "audience-and-insights"
         },
         {
           "title": "Commerce",
diff --git a/data/markdown/pages/sitecoreai/sitecore-studio/index.md b/data/markdown/pages/sitecoreai/sitecore-studio/index.md
index 58ab2b29f..4e5526dff 100644
--- a/data/markdown/pages/sitecoreai/sitecore-studio/index.md
+++ b/data/markdown/pages/sitecoreai/sitecore-studio/index.md
@@ -1,9 +1,9 @@
 ---
 title: 'Sitecore Studio'
-pageType: 'childoverview'
+pageType: 'article'
 description: 'The unified extensibility framework of SitecoreAI'
-hasSubPageNav: true
-hasInPageNav: true
+hasSubPageNav: false
+hasInPageNav: false
 ---
 
 Sitecore Studio is the engine that lets you tailor the SitecoreAI platform itself, safely, securely, and at scale. It’s the unified extensibility framework of SitecoreAI, bringing together the tools, APIs, and workspaces that empower marketers, developers and partners to extend, customize, and innovate across the platform.
diff --git a/data/redirects.json b/data/redirects.json
index 1df227dc1..bb614d915 100644
--- a/data/redirects.json
+++ b/data/redirects.json
@@ -364,5 +364,20 @@
     "source": "/xm-cloud/:path*",
     "destination": "https://doc.sitecore.com/sai/en/developers/sitecoreai/sitecoreai.html",
     "permanent": true
+  },
+  {
+    "source": "/sitecoreai/capabilities/audience-and-insights",
+    "destination": "https://doc.sitecore.com/sai/en/users/sitecoreai/audience-and-insights.html",
+    "permanent": true
+  },
+  {
+    "source": "/sitecoreai/capabilities/unified-data-layer",
+    "destination": "https://doc.sitecore.com/sai/en/users/sitecoreai/audience-and-insights.html",
+    "permanent": true
+  },
+  {
+    "source": "/sitecoreai/capabilities/conversion-optimization",
+    "destination": "https://doc.sitecore.com/sai/en/users/sitecoreai/conversion-optimization.html",
+    "permanent": true
   }
 ]
diff --git a/package-lock.json b/package-lock.json
index 11e3be61d..40230fa2e 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -22417,4 +22417,4 @@
       }
     }
   }
-}
+}
\ No newline at end of file
diff --git a/package.json b/package.json
index 790c97b94..76d874a89 100644
--- a/package.json
+++ b/package.json
@@ -206,4 +206,4 @@
     "@types/react": "19.0.1",
     "@types/react-dom": "19.0.2"
   }
-}
+}
\ No newline at end of file
diff --git a/tsconfig.json b/tsconfig.json
index ecc8ab7e5..75c0cfcff 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -45,4 +45,4 @@
     ".next/dev/types/**/*.ts"
   ],
   "exclude": ["node_modules"]
-}
+}
\ No newline at end of file