The CISO Guide to AI Agent Governance examines the growing challenge organizations face in identifying, monitoring, and controlling AI agents across their environments. As AI adoption accelerates, security leaders, auditors, customers, and boards increasingly demand visibility into how AI agents are being used and governed. The paper highlights that many organizations lack confidence in their ability to track all AI tools and agents operating within their systems, creating significant governance, risk, and compliance gaps. It advocates for a comprehensive AI agent governance framework that enables organizations to discover AI agents, enforce policies before actions are executed, and generate auditor-ready evidence of compliance. The guide emphasizes the importance of visibility, continuous

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