How do you test an AI system before using it?

Testing covers answer accuracy, correct use of sources, permissions, edge cases, malicious input, integration errors, and behavior when information is missing. For agents, we also test actions: what they can do, with what confirmations, and how each step is logged. Rollout can start with a pilot group.