diff --git a/layouts/partner/aws.html b/layouts/partner/aws.html
index c0be8e541459..5ea54d6ecc5b 100644
--- a/layouts/partner/aws.html
+++ b/layouts/partner/aws.html
@@ -102,20 +102,29 @@ <h5 class="text-display text-left px-3">Enterprise Security & Compliance Built I
 
 <section class="w-full my-16 py-16 px-8 md:px-32" style="background: linear-gradient(90deg, #A25BA8 0%, #673EAC 100%);">
     <div class="flex flex-col lg:flex-row justify-center items-center gap-16">
-        <div class=" flex flex-col m-0 lg:mr-32">
-            <h3 class="text-white my-2 text-4xl">Meet us at AWS re:Invent | Booth #1127</h3>
-            <p class="text-white my-1 text-display text-3xl">Infrastructure as Code. Now with Agentic AI</p>
-            <p class="text-white my-2 text-base">Deploy and manage AWS infrastructure with autonomous AI agents that
-                understand your intent and execute complex
-                infrastructure tasks without intervention but keeping you in the loop.</p> <a href="/reinvent"
-                class="btn-secondary mt-6" style="min-width: 300px; width: 300px;">Join the Fun at re:Invent 2025</a>
+        <div class="flex flex-col max-w-4xl mx-auto text-center lg:text-left">
+            <h3 class="text-white my-2 text-4xl">
+                From Training Clusters to Billions of Inference Requests
+            </h3>
+
+            <p class="text-white my-1 text-xl md:text-2xl">
+                How AI teams scale infrastructure from research to production
+            </p>
+
+            <p class="text-white my-2 text-base">
+                Go from rapid research to production-scale training clusters without rebuilding your infrastructure. Pulumi gives you one programmable model for GPUs, Kubernetes, orchestration, and automation across AWS.
+            </p>
+
+            <a href="/product/superintelligence-infrastructure/"
+               class="btn-secondary mt-6 mx-auto lg:mx-0"
+               style="min-width: 340px; width: 340px;">
+               See How Teams Build AI at Scale
+            </a>
         </div>
-        <img src="/images/reinvent-logo-white.png" alt="AWS re:Invent" class="w-1/2" style="width: 328px" />
     </div>
 </section>
 
 <section class="container mx-auto my-16 text-center">
-    <h2 class="mb-16">Plan your re:Invent with Pulumi</h2>
     <div class="lg:flex lg:flex-wrap justify-center items-stretch">
         <div class="lg:w-1/2 px-3 py-6 mb-32" style="max-width: 550px;">
             <div class="card text-left py-6 px-16 relative h-full" style="padding-top: 80px;">
@@ -124,10 +133,10 @@ <h2 class="mb-16">Plan your re:Invent with Pulumi</h2>
                     <img src="/images/aws/smart_toy.svg" alt="Robot" style="width: 72px; height: 72px;" />
                 </div>
                 <div>
-                    <h5 class="font-body">Automate AWS Operations</h5>
+                    <h5 class="font-body">Automate AWS Operations with AI</h5>
                 </div>
                 <div class="description">
-                    <p class="leading-7">Built on Amazon Bedrock AgentCore, Pulumi Neo handles infrastructure tasks from migration and provisioning to IaC optimization and governance.
+                    <p class="leading-7">Built on Amazon Bedrock AgentCore, Pulumi Neo automates provisioning, migrations, compliance remediation, and runtime upgrades using natural language and pull request workflows.
                     </p>
                 </div>
             </div>
@@ -139,10 +148,10 @@ <h5 class="font-body">Automate AWS Operations</h5>
                     <img src="/images/aws/pdi_security.svg" alt="Shield" style="width: 72px; height: 72px;" />
                 </div>
                 <div>
-                    <h5 class="font-body">End-to-end Compliance</h5>
+                    <h5 class="font-body">Compliance at Scale, Not Speed Bumps</h5>
                 </div>
                 <div class="description">
-                    <p class="leading-7">Audit infrastructure with built-in policy packs for CIS, NIST, PCI-DSS, HITRUST and more. Automated remediation workflows fix issues at scale.
+                    <p class="leading-7">Continuously enforce CIS, NIST, PCI-DSS, HITRUST and other standards with automated remediation. Neo opens clear pull requests that fix issues at scale, helping teams stay compliant without slowing delivery.
                     </p>
                 </div>
             </div>
@@ -150,14 +159,14 @@ <h5 class="font-body">End-to-end Compliance</h5>
         <div class="lg:w-1/2 px-3 py-6 mb-32 lg:mb-0" style="max-width: 550px;">
             <div class="card text-left py-6 px-16 relative h-full" style="padding-top: 80px;">
                 <div class="absolute flex items-center justify-center rounded-full"
-                    style="top: -62px; left: 50%; transform: translateX(-50%); width: 100px; height: 100px; background: #FFF; border: 3px solid #A25BA8;">
-                    <img src="/images/aws/psychology.svg" alt="Psychology" style="width: 72px; height: 72px;" />
+                    style="top: -62px; left: 50%; transform: translateX(-50%); width: 100px; height: 100px; background: #FFF; border: 3px solid #F7BF2A;">
+                    <img src="/images/aws/flash_on.svg" alt="Lightning" style="width: 72px; height: 72px;" />
                 </div>
                 <div>
-                    <h5 class="font-body">Self-service on AWS</h5>
+                    <h5 class="font-body">Find AWS Waste — Fast</h5>
                 </div>
                 <div class="description">
-                    <p class="leading-7">Developers provision infrastructure with reusable components and templates. Policy as code automatically blocks non-compliant deployments.
+                    <p class="leading-7">Ask questions to surface unused or expensive AWS resources and get clear optimization steps, like consolidating duplicate EC2 instances into a single Auto Scaling Group.
                     </p>
                 </div>
             </div>
@@ -165,14 +174,14 @@ <h5 class="font-body">Self-service on AWS</h5>
         <div class="lg:w-1/2 px-3 py-6" style="max-width: 550px;">
             <div class="card text-left py-6 px-16 relative h-full" style="padding-top: 80px;">
                 <div class="absolute flex items-center justify-center rounded-full"
-                    style="top: -62px; left: 50%; transform: translateX(-50%); width: 100px; height: 100px; background: #FFF; border: 3px solid #F7BF2A;">
-                    <img src="/images/aws/flash_on.svg" alt="Lightning" style="width: 72px; height: 72px;" />
+                    style="top: -62px; left: 50%; transform: translateX(-50%); width: 100px; height: 100px; background: #FFF; border: 3px solid #A25BA8;">
+                    <img src="/images/aws/psychology.svg" alt="Psychology" style="width: 72px; height: 72px;" />
                 </div>
                 <div>
-                    <h5 class="font-body m-0 my-3">Deliver AI Projects Faster</h5>
+                    <h5 class="font-body m-0 my-3">From Development to AI ⟶ One Platform</h5>
                 </div>
                 <div class="description">
-                    <p class="leading-7">Neo deploys training and inference workloads on AWS, helping your team to bring AI capabilities to market with simple prompts.
+                    <p class="leading-7">Neo deploys both traditional workloads and AI systems on AWS. Use simple prompts to launch training and inference workloads, accelerate experimentation, and bring new AI capabilities to market faster.
                     </p>
                 </div>
             </div>
@@ -225,7 +234,7 @@ <h2>AWS + Pulumi Resources</h2>
                             class="bg-purple-100 text-purple-800 text-xs font-semibold px-3 py-1 rounded-full uppercase">Ebook</span>
                     </div>
                     <h3 class="text-xl font-body font-medium mb-2 text-left p-0">AWS & Pulumi: Better Together for
-                        AI-Powered
+                        AI-
                         Infrastructure</h3>
 
                     <p class="text-base/8 text-gray-700 text-left leading-7 mb-4">See how AWS and Pulumi unite AI
@@ -238,7 +247,7 @@ <h3 class="text-xl font-body font-medium mb-2 text-left p-0">AWS & Pulumi: Bette
                         security, compliance, and governance.</p>
                 </div>
 
-                <a href="https://info.pulumi.com/ebook/download-aws-pulumi-better-together-for-ai-powered-infrastructure"
+                <a href="https://info.pulumi.com/ebook/download-aws-pulumi-better-together-for-ai--infrastructure"
                     target="_blank" class="btn-primary inline-flex" style="width: fit-content;">Download
                     Ebook</a>
             </div>
@@ -254,7 +263,7 @@ <h3 class="text-xl font-body font-medium mb-2 text-left p-0">AWS & Pulumi: Bette
                             Brief</span>
                     </div>
                     <h3 class="text-xl font-body font-medium mb-2 text-left p-0">The Evolution of Infrastructure as Code
-                        --
+                        ⟶
                         Powered by AWS + Pulumi</h3>
 
                     <p class="text-base/8 text-gray-700 text-left leading-7 mb-4">Learn how Pulumi Neo, built on Amazon