AI governance needs operational controls, not just policy

AI governance requires operational controls like speed limits and crash barriers, not just policies. Policies define rules, but controls keep organizations on course as technology, users, and risks change. Many organizations have focused on policies and frameworks, which are essential but insufficient alone.