On the finance side
Every night the agent re-forecast 357 live SKUs against historical anomaly patterns and eight external signals. By Monday: 38 SKUs flagged as moved more than 5%, 319 on track, $2.4M of full-year exposure surfaced — each with plain-English reasoning, and one candidate version ready for sign-off. Nothing overwritten.

