Agentic systems expand risk beyond model quality. Once models can invoke tools, access MCP servers, trigger workflows, and interact with customer or operational data, the security boundary shifts to runtime.

This paper explains the minimum runtime controls required for production AI systems, especially in regulated environments where governance must be visible in operation and not only in policy documents.