Designing the AI Governance Operating Model

How to turn AI principles into working machinery: program sequencing and maturity, centralized vs hub-and-spoke structures, committee and CAIO design, three lines of defense, RACI discipline, policy architecture, metrics, and the culture that makes any of it real.

Content current as of 2026-09.

Lessons

1. From principles to machinery
2. Centralized, hub-and-spoke, or decentralized
3. The committee, the CAIO, and the supporting cast
4. Three lines of defense and the RACI discipline
5. Policy stacks, metrics, and making it stick