Freight document AI vs generic OCR

Generic IDP reads text. Freight AI understands shipments.

Horizontal document-AI platforms are built to read anything — invoices, mortgages, insurance forms, and freight paperwork all through the same generic lens. They'll return the words on the page. What they won't do is know that an accessorial belongs to a stop, that fuel and accessorials are billed separately, or that a PRO number has to reconcile against a load.

Where logistics-native wins

• Freight fields as first-class concepts: PRO, NMFC, freight class, accessorials, references — not just extracted strings.
• Charges attached to locations, the way your billing actually works.
• Confidence scoring so review is targeted, not wholesale.
• Extraction and vendor-invoice overcharge audit in one place — not two tools bolted together.
• Integrations with the systems freight already runs on, including PCS and Expeditors.

A generic tool can get you a JSON blob. A freight-native tool gets you a shipment that's right the first time — and flags the invoice that's overcharging you.