Turn messy documents into structured data

Contracts, CVs or reports converted into validated JSON you can query, with a review queue for low-confidence fields.

€3,200–€6,800 guide price9-16

What you get

Typed extraction schema with validation rejecting malformed output
Per-field confidence scoring and a human review queue
Batch processing API with progress tracking for large uploads
Accuracy measurement on a hand-labelled sample of your documents

Usually built with

Claude API

Pydantic

FastAPI

PostgreSQL

A guide, not a requirement — sellers propose what suits your situation.

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