Project context
Logistics Document Intake Before ERP Entry
Document intake workflow for logistics backoffices that reads freight documents, extracts structured fields, and validates them before ERP entry, so teams stop retyping and correcting the same information by hand.
Client identity kept confidential
Evidence
Measured on approximately 200 archived documents. ERP mapping was validated, but live ERP integration was outside this phase.
The challenge
The solution
Technology stack
The result
Extraction accuracy: 91% of fields correctly extracted across the test set of ~200 documents, including scanned and photographed originals.
Validation catches: The validation layer flagged 23 mismatches that would have been missed in manual processing during testing.
Production path: Results were strong enough to greenlight a follow-up integration phase connecting the pipeline to their live ERP environment.
Next step
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