Why AI Governance Without Guardrails Is Theater

This advisory highlights the prevalence of 'shadow AI' and agentic tools in enterprises, the governance and security gaps they create (data exposure, identity/permission risks, and agent-driven actions), and recommends that organizations operationalize AI governance through technical guardrails, cross-functional collaboration, continuous enforcement, and measurable metrics to scale AI safely.