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AWS AI: Innovation delivering results you can trust
Build agentic AI your way with comprehensive tools and enterprise-grade security—scalable, versatile, and secure from day one.
Lead the agentic AI era
Business leaders face a shift from AI experimentation to autonomous systems that deliver measurable outcomes. In The Leader’s Guide to Agentic AI, Ishit Vachhrajani, AWS Executive in Residence, describes how agentic AI is moving from “generate and hope” to systems that plan, decide, and act with human guidance.
AWS helps bridge the gap between AI potential and business results with a comprehensive foundation—models, context, and enterprise-grade security—so you can turn vision into reality with agents that deliver at scale.
What's new in AWS AI
Discover breakthrough innovations powering the future of business
Five AI use cases that deliver value
From automating workflows and building intelligent applications to creating content, making data-driven decisions, and engaging customers—explore five proven use cases that make AI achievable for your business. See what's possible when you focus on outcomes that matter.
AI services and tools to create a business advantage
Agentic AI
Agentic AI represents the next frontier in computing—where intelligent agents reason, plan, and act autonomously to complete complex tasks with limited human involvement. From ready-to-deploy agents to comprehensive development tools to leading models, AWS provides everything organizations need to build and scale agentic AI.
Generative AI
Accelerate generative AI-powered innovation with enterprise-grade security and privacy, a choice of leading foundation models (FMs), a data-first approach, and infrastructure that pushes the envelope to deliver the highest performance while lowering costs. Organizations of every size in nearly every industry trust AWS to turn their prototypes, demos, and betas into real-world innovation and productivity gains.
Machine Learning
Get deeper insights from your data while lowering costs with AI and machine learning. Amazon SageMaker AI is a fully managed service that brings together the most comprehensive set of AI tools and capabilities to enable high-performance, low-cost AI model development for any use case. With SageMaker AI, you can build, train, customize, and deploy AI models at scale using complete development environments, purpose-built training infrastructure, AI agent-guided workflows (in preview), and optimized inference capabilities—all with enterprise-grade governance and security controls.
AI infrastructure
With the growth of AI comes the increased usage, management, and cost of infrastructure resources. To maximize performance, lower costs, and avoid complexity during the training and deployment of foundation models to production, AWS provides specialized infrastructure that's optimized for your AI use cases.
Data foundation for AI
Only AWS provides the most comprehensive set of data capabilities for an end-to-end data foundation that supports any workload or use case, including generative AI. Quickly and easily connect to and act on all your data with end-to-end data governance that helps your teams move faster with confidence. And with AI built into our data services, AWS makes the complexities of data management easier, so you spend less time managing data and more time getting value out of it.
Building AI responsibly
The rapid growth of AI and intelligent agents brings promising innovation and new challenges. At AWS, we make responsible AI practical and scalable, freeing you to accelerate trusted AI innovation. Our science-based best practices and tools—including the AWS Well-Architected Responsible AI Lens, Amazon Bedrock Guardrails, Amazon Bedrock AgentCore—help you build and operate AI responsibly across your use cases. Build with responsible AI practices from day one to move faster with confidence and earn customer trust.
Resources to develop AI skills
AI implementation: Your path from experimentation to production with AWS
You’ve built a proof of concept. Now, make it production-ready with these frameworks and guides.
