Form‑Gen Medical API
Form‑Gen Medical API
Drop any requisition PDF and receive perfectly structured JSON in seconds. Our REST endpoints handle OCR, field detection, and validation—so your team can focus on diagnostics, not data entry.
Deployed in 150+ Australian labs
A single POST call is all it takes—send a form image or PDF and receive a typed JSON payload with every field, confidence scores, and validation flags. Integrate via HL7/FHIR, webhook, or direct DB write‑back.
POST /v1/documents:process
Attach your document (image, multi‑page PDF, or TIFF). Our backend streams the file for processing—no size headaches.
200 OK returns:
Use our HL7/FHIR adapters or fire a webhook to your LIMS. Need something unique? The API is stateless—wrap it inside your own pipeline with ease.
Read the full spec →Each micro‑service is containerised and scales automatically—so you get predictable latency and billing.
Optimised CNN + Transformer stack trained on thousands of Australian pathology layouts. Handles multi‑page PDFs and 300+ DPI scans at speed.
Pattern checks, checksum maths, cross‑field rules, and ML anomaly detection flag suspect values before they hit your database.
Native HL7/FHIR payloads, REST webhooks, or direct SQL inserts—choose the connector that matches your stack.
Latest audit of 271 lab scans processed via the public API.
88.2%
2.08 s
4,664 / 5,073
69.2%
From upload to validated JSON—no UI required.
POST image/PDF.
Layout + OCR inference.
Rule & ML anomaly checks.
Push to LIMS/LIS.
Pre‑built adapters for popular healthcare stacks or roll your own with our open spec.
Our engineering team builds bespoke connectors for on‑prem LIMS, message queues, and anything in between.
Book a 30‑minute call with our solutions architect and get a trial API key.