Generative AI on AWS
Design, build, and operate Generative AI applications on AWS — from Amazon Bedrock-powered assistants to retrieval-augmented knowledge bases — following AWS's own best practices.
Generative AI is moving fast, and AWS gives you a secure, well-governed foundation to build on rather than bolting AI onto infrastructure that wasn’t designed for it. We help you design, build, and operate Generative AI applications on AWS — from proof of concept through to production.
Key benefits
- Amazon Bedrock Integration — build on foundation models from multiple providers through a single, secure, fully managed API, without managing any infrastructure.
- Retrieval-Augmented Generation — ground your applications in your own data using knowledge bases and vector search, reducing hallucination and keeping answers current.
- Cost-effective Scaling — right-size models, caching, and infrastructure so GenAI workloads scale without runaway cost.
- Security & Governance — keep your data private, apply fine-grained access controls, and meet compliance requirements as you adopt GenAI.
- Well-Architected AI Workloads — apply the same AWS Well-Architected discipline to AI workloads as to any other production system.
- Faster Time to Value — go from idea to a working, production-ready GenAI application faster, with our AWS expertise handling the architecture decisions.
How we help
We assess your use case, choose the right foundation models and architecture (including Amazon Bedrock, knowledge bases, and agents), and build a secure, cost-aware Generative AI application — then help you operate and iterate on it as your needs evolve.