AI Integration

“Our ERP sync used to create duplicate records whenever a job retried. The idempotent connector they built ended that completely, and the reconciliation reports finally balance.”

“Grounding the model on our own policy data was the turning point. Answers stopped being generic and started citing the right document, which is what got legal comfortable.”

“Per-feature metering was the thing we did not know we needed. We caught a runaway prompt loop on day three instead of finding it on the invoice a month later.”

“Auth, tenancy, and audit logging were designed in from the first endpoint. Our security review was a conversation, not a rewrite.”

“They ran the cutover side by side with the old path for two weeks. When we finally flipped it, nothing in the core system noticed.”

“Summaries now appear inside the tool our support team already lives in. Handle time dropped and nobody had to learn a new interface.”

“The API versioning strategy meant our downstream teams upgraded on their own schedule. That alone saved us a quarter of coordination.”