AutoDoc Medical Extraction Agent
A document AI pipeline that turns clinical paperwork into structured records.
- Service
- AI Solutions
- Industry
- Healthcare
- Platforms
- Web
- Technology
- Python, FastAPI, Gemini Vision, Docker, PostgreSQL, React
The problem
Clinical staff were spending 18 hours a week retyping handwritten histories and lab PDFs.
Our approach
We combined OCR with a vision model, then validated every extracted field and attached a confidence score.
What we built
An automated pipeline that reads clinical documents, maps them to FHIR JSON and flags anything unusual for review.
Results
Record intake dropped from 25 minutes to 40 seconds.
- Intake time from 25 minutes to 40 seconds