“They delivered a reliable AI agent that executed real workflows and measurably reduced ops effort.”
In the first few weeks after the pilot launched, we noticed an immediate improvement in day-to-day operations. Routine tickets that once sat in queues were resolved quickly because the agent could complete the action, confirm it with the customer, and close the loop without handoffs. The biggest measurable gains were in response and handling times, especially for returns, refunds, and order changes, where the agent consistently followed approved steps instead of relying on manual processing. We also tracked end-to-end resolution versus escalation and saw steady improvement as workflows were added and refined. On the operations side, action success rate became a reliable metric since every tool call was logged, showing what worked, what failed, and where policies needed adjustment. Even when escalation was required, cases arrived with full context and a clear audit trail, making them faster to resolve.
