Consumer-products company: back-office work moved into governed night shift queues.

A consumer-products company moved scattered manual work across finance, inventory, marketplace operations, approvals, and reporting into a governed agent fleet. Work that had lived in spreadsheets, inboxes, and end-of-month catch-up cycles became monitored queues with evidence attached, exceptions escalated, and results read back to the operator. The outcome was not "AI transformation." It was repeatable operational work completing on schedule and showing its work.

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