This is the operating-system documentation for an AI Adoption Governance function inside a company that wants to put agentic AI into production across multiple departments.
It assumes:
- The company already runs a business — it has departments, workflows, systems of record (CRM / ERP / HRIS / ticketing / etc.), and an IT/security function of some kind.
- The intent is agentic AI, not just chatbots — i.e., AI that plans, calls tools, takes actions in real systems, and chains decisions across steps. The governance shape changes when agents can act, not just answer.
- The team building this is a small central group (often called an AI Center of Excellence / AI CoE), partnered with department champions and a platform/IT team.
It is not:
- A policy document to be filed and forgotten.
- A vendor pitch.
- A replacement for the EU AI Act, NIST AI RMF, or ISO/IEC 42001 — it complements them, mapping their principles into day-to-day operations.