The CEO's Guide to AI Governance
A working operating model for the chief executive: how to name accountability, set cadence, define escalation, and connect AI governance to enterprise strategy.
Name a Single Accountable Executive
Choose one executive — Chief Risk Officer, Chief Information Officer, Chief Data Officer, or General Counsel — with the mandate to coordinate AI governance across functions. Their performance objectives should explicitly include AI oversight.
Establish an AI Governance Council
An AI Governance Council — IT, Risk, Legal, Privacy, Security, Compliance, and the business — meets on a defined cadence, owns inventory and classification, and escalates high-impact decisions to the executive committee.
Connect to Enterprise Strategy
AI governance is a strategy enabler, not a brake. The Council's role is to allow the organization to say yes faster, with confidence, by clearing risk and compliance friction in advance for the AI use cases that matter most.
Report to the Board on a Cadence
Quarterly board reporting should cover inventory coverage, high-impact systems, incidents, vendor exposure, and progress against a published maturity target. Boards expect a trend, not a one-time briefing.
"The CEO does not own every AI decision. The CEO owns the system that makes AI decisions accountable."
- Single accountable executive. Council with a defined cadence. Quarterly board reporting.
- Governance is an enabler — it should accelerate the yes, not the no.
- Tie executive performance objectives to AI oversight outcomes.