How-to guide: How to choose ethical and risk-management frameworks when drafting an AI governance policy (Global)

Updated as of: 24 February 2026
This guide will assist AI governance and privacy professionals, in-house counsel and private practice lawyers responsible for creating an organisation’s AI governance policy. Specifically, it will help them choose the most appropriate AI ethical and risk-management frameworks upon which to base their policy. The guide provides information on how AI frameworks are relevant to AI governance policies and sets out key issues to consider and address when choosing an appropriate AI framework.