Document intelligence for medical records
AI medical records consultant
An AI consultant that reads 200 to 1,000 pages of unstructured patient records, page by page, and turns them into clear summaries and a complete patient history.
- Pages per case
- 200–1,000
- Source references
- Page-level
- What we built
- Document pipelineReview interfaceAPI
In development · Phase 3
Want a closer look before launch?
Phase 3 is in progress. We can show you the current pipeline on a call with sample records.
The problem
Medical files arrive as hundreds of pages of scans, typed notes, handwriting, lab tables and correspondence in no particular order. Reviewing them for a case or a consultation means a professional reading every page to piece the history together, which takes hours and still risks missing something.
What we built
The platform combines computer vision and document intelligence to read every page properly, including scans, tables and handwriting, rather than skimming extracted text. Each page is parsed and classified, key clinical facts are extracted, and the system assembles a chronological patient history and summaries that link back to the source pages.
It runs as a FastAPI microservice with a modular, domain-driven design, so parsing, extraction and summarisation can be scaled and improved independently. Phase 3 extends the summaries and the review experience.
Key features
- 01Handles 200 to 1,000-page bundles of mixed, unstructured records
- 02Vision-based parsing of scans, tables and handwriting, page by page
- 03Page classification and clinical fact extraction
- 04Chronological patient history assembled from across the file
- 05Summaries with references back to the source pages
- 06Upload interface and documented API
Inside the product.
2 images
Tech stack
- AI
- Computer visionLlamaParseLlamaIndexOpenAI
- Backend
- PythonFastAPIPydantic
- Platform
- Docker
Results
- Hours of page-by-page reading become a structured history in minutes.
- Every fact in a summary can be traced back to its page.
Next project
Darzikaar
Free, no obligation
Have something similar in mind?
Book a free consultation and we'll conduct a meeting to talk it through, or start with a free audit. No obligation either way.