Real-World Patterns
Real-World Patterns
How leading organizations and institutions have designed and operated AI governance.
Theory is useful, but working examples are more useful. This section distills patterns from organizations that have publicly described their AI governance structures.
In This Section
- Enterprise Patterns. Microsoft, IBM, Salesforce, and Google
- Public Sector and Academia. NSW, Yale, US DOJ, and government playbooks
- Adjacent Councils. Lessons from data governance, security champions, architecture review boards, and design governance