Logistics · US

Paper invoice approvals replaced with AI checks and a human safety net

A freight-factoring platform for carriers and brokers

PythonML model integrationNode.jsREST APIsMobile
The problem

Invoice factoring ran on paper: scanned invoices and signatures were checked by hand before any money moved, which slowed every approval.

What was built
  • An AI signature-verification step inside the document intake and approval flow
  • Confidence thresholds: clear cases pass, unclear ones go to a person
  • A full audit log of every automated and manual decision
What changed

Approvals moved from paper to a cloud workflow, with people reviewing only the cases the model is unsure about.

The client's name is withheld. We can walk you through this project on a call.

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