1 Refund Processing AI Agent, Live in Production.

Refunds are approved on trust more often than on evidence, because the check is tedious and the amounts are usually small. Someone reads the request, it sounds reasonable, and the refund is issued without anyone pulling the original transaction to confirm the amount, the date, the payment method, or whether a partial refund was already given. Individually harmless; at volume it produces duplicate refunds, refunds exceeding the original charge, and refunds outside the policy window that then set an expectation the next customer cites. The reply is a second, smaller failure: the decision gets made and the customer is told days later, because writing the message is a separate task in a separate queue.

Refund Validation tests a refund request against the original transaction and the refund policy, then prepares the reply the decision implies. Nothing is refunded and nothing is sent. Preparing the reply alongside the assessment is what collapses the delay — the person approving sees the decision and the message together and can release both in one action. One agent covers this process. The refusal to execute the refund is not caution for its own sake: a refund is money leaving, and everything in this catalogue that moves money stops at a human.