What can a utility account review reveal about an agent's reasoning?

A utility account reviewer opens scheduled review REV-0348 for a business customer. The usage summary shows a sharp rise, and the account notes record no change in operating hours. The review initially sits in the state awaiting assessment.

The reviewer checks meter readings READ-0621 and READ-0622 against equipment event MTR-0184. A meter replacement occurred between the readings, but the usage calculation treated them as a continuous sequence. The billing analyst needs to validate the calculation before anyone contacts the customer about consumption.

The review moves to evidence correction required. A linked calculation-check task goes to the billing analyst, while customer outreach remains unassigned. Closing the review immediately would leave the account assessment unsupported; launching a consumption intervention would act on an unreliable signal.

A MirrorFirm task pack could generate the readings, replacement event, review state and available actions. The case teaches evaluation teams to distinguish anomaly detection from causal investigation. Success depends on finding the record that changes the meaning of the apparent usage increase and routing the resulting work accordingly.