An AI-native organisation is not one that uses a lot of AI; it is one whose operating model has been re-engineered around it. Adoption is not maturity — AI amplifies whatever delivery discipline already exists. The defining trait is that the acceptance gap is small, known and actively managed, not that tooling is everywhere.
It is the top stage of the The AI Engineering Maturity Model, and we are explicit that nobody has years of production experience at it yet — the field is too young. Related: The AI-Native Engineering Team.