Freight document processing should take seconds, not hours

The hidden tax on every shipment

A shipment rarely arrives as one clean document. It arrives as a stack — a bill of lading, a packing slip, a rate confirmation, later a signed POD. Someone opens each one, reads it, and types the shipper, consignee, references, and line items into the TMS. At roughly a minute a document and dozens of documents a day, that's hours of skilled people doing data entry instead of moving freight.

Why generic OCR never fixed it

Plain OCR reads text off a page. Freight paperwork isn't a page of text — it's structured meaning: a PRO number, an NMFC class, an accessorial that belongs to a specific stop, a reference that has to match the load. Tools that don't understand freight hand you back a blob you still have to interpret. The minute-a-document problem stays.

What changes when it takes seconds

When extraction is fast and freight-aware, the operator's job flips from typing to checking. The AI reads each document in about three seconds, scores its confidence on every field, and creates the shipment. People review the few fields that need a human and move on. The stack that took 45 minutes takes about 5 — and the reference numbers that used to cause billing disputes are right the first time.