# AWS shows how to build a governed agentic AI platform on Amazon Bedrock AgentCore

> Original title: Building an Agentic AI Platform on Amazon Bedrock AgentCore

- Source: AWS Machine Learning Blog
- Published: 2026-10-28T18:28:26.000Z
- Bad Influence: https://badinfluence.news/items/cuixm3v2x8qcqpiravn1ifxhi
- Original: https://aws.amazon.com/blogs/machine-learning/building-an-agentic-ai-platform-on-amazon-bedrock-agentcore/

## Summary

AWS Machine Learning Blog describes an enterprise Agentic AI Platform built on Amazon Bedrock AgentCore. The design separates a central Platform control plane from team-owned Workstream cells, each with its own runtime, memory, and tool gateway. Production promotion is gated by evaluation of the deployed agent, including adversarial tests that confirm unapproved models and tools are denied. The companion blueprint is available on GitHub and was validated in eu-west-1.