The finance team spent hours manually re-keying invoices into the system. Errors came from haste, not incompetence.
The agent works inside the team’s existing tool. It opens the attachment, extracts the invoice fields, proposes a match to a purchase order, and waits for human approval — instead of operating beside the process.
The deployment cut per-invoice processing from minutes to seconds, while the person kept the final call.