AI agents for finance teams in manufacturing

Supplier bills arrive as PDFs from forty vendors, and each one has to be checked against a PO and a goods receipt in the ERP. A steel price that crept up two cents a kilo gets paid because nobody had time to open the third record.

→An agent reads each bill in the AP mailbox, pulls the PO and receipt from the ERP, and lists every price, quantity, and freight difference above your tolerance. Matched bills are drafted for your approval and the mismatches go to the buyer.

A distributor pays $41,300 against a $43,800 invoice with a remittance note that says only 'chargeback'. Someone spends an afternoon working out which shipment, which price break, and which damaged pallet the short-pay refers to.

→An agent reads the remittance, finds the shipment and price agreement behind each deduction, logs the reason, and gives your credit controller a one-line summary per short-pay to dispute or accept.

Standard cost variances are discovered at month end, when the controller exports work order costs, reshapes them in Excel, and finds that a resin price change in week one has been distorting margin for a month.

→An agent compares actual and standard cost by work order every week, flags the lines that moved beyond your threshold, and drafts the commentary for the plant manager to read before the review.

Goods are received but the bill has not arrived, duty and freight are billed by a forwarder three weeks later, and the close slips while someone rebuilds the accrual list from receiving reports and customs entries.

→An agent lists goods received but not invoiced, matches forwarder and duty bills to the shipments, and drafts the accrual and landed cost entries for your controller to review before the close.