AI tools are now embedded into everyday workflows, yet most organizations lag in governance, privacy, and compliance oversight. This session unpacks the real-world challenges of AI adoption from a governance perspective. Attendees will learn how to establish policies, enforce usage guidelines, and align AI practices with ISO 27001 and NIST frameworks. Drawing from active policy development and governance leadership, the presentation highlights actionable steps to reduce risk, improve compliance posture, and balance innovation with accountability.