AI agents should not be judged only by how much they can do. In real enterprise systems, they also need clear “stop rules” that tell them when to pause, escalate, or block an action. Without these controls, an agent may turn missing data, conflicting sources, low confidence, or unclear user intent into a confident but risky decision. A production-ready agent is not just autonomous; it knows when not to act.