Centralised, federated or hybrid — the choice of AI operating model determines speed, consistency and the ability to reuse work.
Most organizations start federated by accident. Experimentation happens everywhere and standardisation happens nowhere.
A Center of Excellence works when it owns enablement and standards, and the business owns the outcome.