Data Governance for AI Value

Assess how organizations govern data to unlock AI value while protecting privacy and security. Compare governance models that cover data ownership, lineage, consent, access controls, and accountability, and analyze how governance choices affect innovation, risk, and financial value. Propose a mature, scalable data governance framework that aligns with strategy, regulation, and stakeholder trust.