Enterprise AI adoption has outpaced the controls meant to govern it. Employees adopt tools ahead of formal approval, and autonomous agents or customer-facing chatbots can reach business areas before formal review. Many organizations struggle to answer a basic question from their board: how mature is our AI program, and which gaps need attention before AI …