AI document validation is not “chat with a PDF.” Extraction handles layout variance; rules encode authorization policy. For freight, the commercial unit is a validation decision (Approve / Review / Reject) before payment — selling trust, not OCR.
Buyers should separate three layers: capture (get the PDFs), extraction (read fields), and decisioning (compare to authorized terms). Jorora’s wedge is the decision layer for FTL carrier invoices against rate confirmations, with optional POD/BOL evidence. OCR alone does not tell AP whether to pay.
Related guides
More glossary terms
- Freight Audit and Payment (FAP) — Enterprise services that audit carrier bills and often pay carriers on behalf of large shippers.
- FTL First Audit — Jorora’s first product wedge: pre-pay validation of full-truckload carrier invoice PDF packets.
- Carrier Invoice Validation — Checking a carrier invoice against authorized shipment terms and evidence before accounts payable remits payment.
- Rate Confirmation — The broker/3PL document that authorizes price and terms for a load — the source of truth for pre-pay matching.
