Data Governance

Data governance is the set of policies and controls that define how data is sourced, stored, retained, and used across an AI system. It covers provenance of training and retrieval data, consent and licensing, retention limits, and access controls. Strong governance is what lets a team answer where a piece of data came from and prove it is allowed to be used — increasingly a legal and trust requirement.