AWS published a Machine Learning Blog post describing how to govern the tools that AI agents can access using Amazon Bedrock AgentCore Gateway. The post presents a four-scope maturity model — Connect, Control, Catalog, and Harden — for building a governed tool gateway. The stated goal is to provide agents with auditable access to enterprise tools without requiring organizations to consolidate their infrastructure, and to advance through the scopes only when actual governance pain warrants it.
Why it matters
As AI agents increasingly interact with enterprise tools, controlling and auditing that access becomes a governance concern. A staged model offers a way to add controls incrementally rather than all at once.
Who should care
Teams building AI agents on Amazon Bedrock, along with those responsible for enterprise governance and tool access, are the primary audience for this walkthrough.