Why enterprises need to rethink data in the AI era

Enterprises built early AI strategies assuming free data movement, but governance, sovereignty, and cost concerns now demand a new approach. Centralized data architectures become a liability as AI increases data volume and requires constant model updates. Companies must redesign how data flows and is managed.