Turn your AI ambitions into business results with AWS
From chips to agentic solutions, get there faster on a foundation proven across millions of workloads.
Why build your AI on AWS
Whether you're building agents or putting AI to work, choose the model and tools that work for your business at scale.
With AWS, you can..
Build your next breakthrough on a foundation proven across millions of production workloads
Access hundreds of models through Amazon Bedrock. Build agents with AgentCore or Strands on open standards. Get the right tool for the job with nearly 2X more production-ready AI capabilities than any other cloud provider.
Move faster with price-performance built for AI at any scale.
Get more from every AI dollar. Trainium delivers up to 40% better price-performance, and customized models keep costs under control as you scale.
Multiply what your business can achieve with purpose-built agents that know the job and get sharper the more they work.
From coding with Kiro to business productivity with Amazon Quick, AWS agents arrive ready to work, acting on your behalf and delivering faster than your teams thought possible.
Scale AI on a foundation of trust, built for your most demanding, mission-critical workloads.
Your existing IAM, VPC, and compliance controls extend to every AI workload. Your data stays where you put it, governed by the rules you define. Set guardrail policies once, enforce them across every account.
Build AI that works in production and holds up at scale
A faster path to production, with costs you can see and manage, security enforced across every model and agent, and reliability when it counts most.
Ship AI agents to production with security and governance built into every action
Build with any model or framework and run it on AgentCore. Enforce boundaries with deterministic policy-based controls. Scale from one agent to hundreds without rebuilding infrastructure each time.
Run inference at scale on the models and compute you choose
Access 100+ models through Amazon Bedrock or deploy your own with Amazon SageMaker AI. Run on Trainium, Graviton, or NVIDIA GPUs, and swap compute without rewriting your applications.
Shape your models on fully managed infrastructure
Customize across models from Anthropic, Meta, and Mistral and more. Apply fine-tuning, reinforcement learning, knowledge distillation, and continued pre-training on Amazon SageMaker AI. No clusters to manage.
One governed data foundation that connects to every AI workload you run
Your data is what makes AI uniquely yours. Connect it to any model with vector search and semantic metadata. Turn scattered business rules into one governed knowledge graph.
Power every AI workload with AI chips built for more performance per dollar
AWS Trainium and Graviton deliver up to 40% better price-performance for model training, inference, and agentic AI.
Put AI to work without building from scratch
Agents that act on your behalf and take on real work, getting sharper the more your teams use them.
Move beyond AI coding to agentic engineering with Kiro
Kiro turns prompts into executable specs, validates correctness to catch bugs unit tests miss, and works across large codebases with parallel agents that learn from every session.
The AI assistant built for work
Amazon Quick connects to your tools and data, learns how you work, and takes action, scheduling meetings, building dashboards, following up. The more you use Quick, the better it gets.
Purpose-built agents for business operations
Business teams need AI that understands their function. Amazon Connect delivers agents for customer experience, hiring, supply chain, and healthcare, built on decades of Amazon operational expertise.
4,000+ AI agents and solutions, now ready to deploy
Pre-built AI solutions from AWS Partners. Deploy agents for specific workflows, integrate third-party models, or publish your own, all with unified billing and governance.
How customers run AI in production on AWS
From real-time sports analytics to enterprise agent deployments, see how organizations turn AI ambition into business results with AWS.
AI built for your industry
See how organizations in your sector use AWS AI to solve industry-specific challenges, from regulatory compliance to real-time operations.
AI for financial services
Fraud detection, risk modeling, and compliance automation for regulated environments
AI for public sector
Citizen services, defense, and mission-critical AI with FedRAMP and GovCloud compliance
AI for automotive and manufacturing
Predictive maintenance, supply chain optimization, and autonomous systems at production scale
AI for media, entertainment, and games
Content generation, personalization, and real-time fan engagement at global scale
Frequently asked questions
FAQs
Open allAmazon Bedrock gives you access to over 100 leading foundation models from Anthropic, Meta, Mistral, AI21 Labs, Cohere, Stability AI, and Amazon. You can also deploy and serve custom models using Amazon SageMaker AI. Choose the right model for each task without being locked into a single provider.
Unified cost visibility across all AI workloads (training, inference, agent operations) in one billing view. Purpose-built chips like Trainium deliver 30-40% better price-performance. Additional levers: model distillation (smaller models that cost less), intelligent prompt routing (queries go to the cheapest capable model), and auto-scaling that matches capacity to demand.
AWS pioneered automated reasoning to bring mathematical verification to AI. Automated Reasoning checks in Amazon Bedrock Guardrails prevent hallucinations with up to 99% verification accuracy. Kiro catches contradictions before code is written. AgentCore Policy enforces agent boundaries with mathematical proof, and existing IAM, VPC, and compliance controls extend automatically.
Yes. AWS supports open standards (MCP and A2A protocols), all major ML frameworks, and gives you freedom to swap models, frameworks, or compute at any time without rewriting your applications. Build with Bedrock, SageMaker AI, or open-source tools like Strands Agents. Your code stays portable.
Amazon Bedrock AgentCore bridges the gap between prototyping and production. Managed infrastructure for agent hosting, built-in observability, deterministic policy controls, and guardrails help you go from prototype to production without rebuilding.
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