Services04

Document Intelligence

Contracts, claims, invoices and forms turned into structured data, with confidence scores and a review queue.

What this is

Most of what a business knows is trapped in documents nobody can query. PDFs of policies, scanned claims, invoices in a shared drive, forms that arrive as email attachments. People re-key them by hand, and the errors are invisible until they are expensive.

We build extraction that reads those documents into your schema, scores its own confidence, and routes anything doubtful to a person instead of guessing. Accuracy is measured against a labelled set, so you know the number rather than hoping.

What you get

  • Extraction into your own schema and field types
  • Confidence scoring with a human review queue
  • Accuracy measured against a labelled sample
  • Handling for scans, photos and mixed-quality inputs
  • Batch pipeline plus an API for live submissions

When this is the right call

  • Staff re-key documents into a system by hand
  • You cannot answer a question without opening files one by one
  • Compliance needs a record of what was in each document

Stack

  • Python
  • OCR
  • Tesseract
  • PostgreSQL
  • S3
  • Airflow
  • FastAPI

Contact

Let us scope your document intelligence work.

Send the problem as it stands. You will get a senior engineer on the first call, and a written scope before anyone talks about a number.