Brookings and the World Economic Forum say agent governance must be continuous, scoped in advance, evidenced, and monitored at runtime. We think that bar is correct, and that most organizations are nowhere near it. Most of what companies call AI agent governance today is paperwork. A review board approves the use case. A policy document says agents must follow least privilege. A risk assessment gets filed. Then the agent ships, and nobody can say what…