Agentic AI Platform Foundation on Amazon Bedrock AgentCore

The challenge

AI agents are appearing across the business, each built on its own plumbing, with inconsistent controls and costs nobody can trace. Security and risk teams can't sign them off, and every new use case starts from scratch.

What we build

A governed platform for running agents in production across many teams, on Amazon Bedrock AgentCore and defined as code, in line with AWS's Enterprise Agentic AI Platform Blueprint:

• A shared control plane: golden paths for new agents, an agent registry, a software supply chain with evaluation gates, shared inference through Amazon Bedrock and Bedrock Guardrails, and fleet operations across accounts.
• Workstream cells: an isolated cell for each product, domain or regulatory boundary, with its own runtime, memory, governed MCP tool gateway and pipeline. The first cell is onboarded as part of the build.
• A multi-account structure on your landing zone, with service control policies restricting models, Regions and Guardrails.
• Cost visibility by team, use case and, for software companies, end customer, with budgets and quotas.
• Controls and evidence mapped to the frameworks you're assessed against, such as NIST 800-53 and the EU AI Act. This is evidence for your assessment, not a certification.

How it works

We scope the platform with you, deploy the control plane and first cell as code, then hand over or run it for you. Agents are promoted from non-production to production only when evaluation passes and a person approves.

Who it's for

Organisations with several AI use cases or teams building agents, particularly in regulated industries where governance decides whether AI reaches production.

AWS charges

The platform is deployed in your AWS accounts. AWS infrastructure and model usage are billed to you separately from this offer.