AI data governance defines accountability for how training and evaluation data is collected, labeled, secured, retained, and reviewed. Without governance, teams struggle to prove quality, compliance, and responsible use.
A strong governance program clarifies ownership, establishes standards, and gives leaders visibility into operational risk.