Running since July 2026
A support inbox that answers itself — and knows when not to
A small direct-to-consumer brand selling through Shopify. The client isn't named; that's theirs to give.
- 698 emailssorted in seven weeks. 652 were bulk mail or not customer service, and were filed without the owner seeing them. No email failed to process.Measured: Production event log, read-only query, 4 August – 20 September 2026
- 27 of 46real customer emails answered by the agent on its own. The other 19 went to the owner: 18 handed over, one refund he approved.Measured: Production event log, read-only query, 4 August – 20 September 2026
- Under 5 minfrom a customer's email arriving to the agent's reply going out — for every one of the 27. Half were answered within two and a half minutes; the slowest took 4m32s.Measured: Mailbox timestamps, arrival against sent reply, read-only check, 4 August – 20 September 2026
- 12 July 2026live in production since, and still polling when this was writtenMeasured: Deployment record; agent heartbeat, 20 September 2026
- 30 of 30on the pre-launch test suite, including three prompt-injection attemptsMeasured: Eval report, mock emails, before launch, 29 June 2026
- 2 bugsfound by a manual audit of the live inbox, both fixed the same dayMeasured: Incident notes and the two fix commits, 27 July 2026