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November 20th, 2025 272 9 mins

The Governance Stack: Operationalizing AI Agent Governance at Enterprise Scale

AI Agents Agentic AI Governance Enterprise AI Agent Ops MCP Security Infrastructure Compliance AI Management

With 88% of organizations now deploying AI agents in production, governance has shifted from a theoretical concern to an operational imperative. Yet 40% of technology executives admit their governance programs are insufficient. This article presents the technical infrastructure—the 'governance stack'—required to transform governance frameworks from policy documents into automated, enforceable reality across the entire agentic workforce lifecycle.