COMPEL Glossary / ai-risk-governance-board
AI Risk Governance Board
An AI Risk Governance Board is a senior leadership body responsible for overseeing AI-related risks across the entire enterprise, establishing the organization's AI risk appetite, making decisions about acceptable risk levels for AI deployments, and ensuring that risk management practices are adequate and consistently applied.
What this means in practice
The board typically includes the Chief Risk Officer, Chief Technology Officer, Chief Data Officer, legal counsel, and senior business leaders. For organizations deploying AI in consequential domains like healthcare, finance, or public services, this board provides the authoritative body that can approve, modify, or halt AI initiatives based on risk assessment. In COMPEL, the AI Risk Governance Board is designed as part of the enterprise governance architecture in Module 3.4, with cross-organizational extensions in Module 4.3.
Why it matters
Without a senior governance body setting AI risk appetite and making authoritative decisions about acceptable risk levels, organizations either deploy AI too cautiously (missing competitive opportunities) or too aggressively (accumulating unmanaged risk). The Board provides the authoritative mechanism for approving, modifying, or halting AI initiatives based on systematic risk assessment rather than individual judgment or organizational politics.
How COMPEL uses it
The AI Risk Governance Board is designed as part of the enterprise governance architecture during the Model stage within the Governance pillar (D14-D18). During Organize, the board's charter, membership, and decision authority are established. The board approves stage gate transitions during Evaluate and reviews risk register trends during Learn. Cross-organizational extensions of the board's authority are addressed in COMPEL's framework for multi-entity governance coordination.
Related Terms
Other glossary terms mentioned in this entry's definition and context.