Most AI initiatives are stuck between Proof of Concept (PoC) and real business value. We have collected 14 critical points, which distinguish mature AI practice from a set of local experiments: from infrastructure and pipeline to metrics, ethics and responsibility.
Checklist for assessing the maturity of AI processes helps teams understand:
✅ Where you are on the maturity scale
✅ What prevents AI from scaling into business processes
✅ What technical and organizational gaps need to be closed
