AI Projects

Document intake classification

Built by Renz Alcantara

A model and API that sort incoming documents and pull out the fields a review team needs.

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Type
Professional
Category
AI Projects
Published
Jul 25, 2026
Updated
Jul 25, 2026
Built withPythonPyTorchFastAPIDocker
TopicsInsuranceAnalytics

About this project

Built for an insurance client's back office, where documents arrive in a lot of formats and used to be routed by hand. The interesting problem was not accuracy on the common cases but deciding when the model should refuse and hand the file to a person.