AI Risk Registers & Control Catalogs

This lesson introduces AI risk registers and control catalogs as foundational tools for managing AI-related risks within an organization. Learners will explore how AI risks are identified, categorized, scored, prioritized, and mapped to security and governance controls. The lesson explains how organizations use structured risk management practices to improve accountability, support compliance, and maintain visibility into evolving AI threats. Students will gain practical knowledge of how risk registers support governance decisions and how control catalogs align AI risks with established security frameworks and standards.