Updated: October 27, 2026

Governing AI in the enterprise: why policies are not enough

Many large organizations now have responsible AI principles, policies or guidelines. These typically address fairness, transparency, accountability, privacy and safety. Documenting policies is essential work. But a policy cannot govern AI on its own. The greater challenge is turning those commitments into decisions, controls and everyday behaviour. Leaders must know who can approve an AI…