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Rajkumar Vallepu

Play back a real ticket

These are three real results from the agent's evaluation runs, played back step by step. Nothing here calls a model; it's the saved output. The businesses and customers are made up.

Red clouds mark what a check caught. Dashed clouds mark what no check caught, which is the reviewer's job.

Step 1 of 6: The ticket arrives. The refund promise, ticket T-002.

Tom Becker wrote: Refund for returned cookware set

Hello, I returned my cookware set (order LG-390551, RMA-20417). Tracking shows it reached your warehouse 6 business days ago but I have not had my $180 refund yet. Can you check? Tom

The ticket arrives

Ticket
T-002
Business
Larkfield Goods, an online store
Set
Sample ticket

From the eval run of 2026-10-10 on gemini-3.5-flash-lite, commit 02fa2c0.

Contact

If your team answers the same questions all day, I'd be glad to show you how this would work with your own policies. Please do reach out.

rajkumar.vallepu1997@gmail.com