AI Governance

The policies, procedures, and oversight structures an organization uses to manage AI risk and ensure responsible AI deployment. Effective AI governance covers model selection, data sourcing, testing, monitoring, and human oversight -- not just a policy document on a shelf. ISO 42001 provides a management system framework; NIST AI RMF provides a risk-based approach. Both are useful, neither is sufficient on its own.