JondaX is a health data transformation engine. You send clinical files — lab reports, device photos, HL7 messages — and JondaX extracts, normalises, transforms and returns structured data your system can use.
When you log in to the JondaX client portal, you'll see your dashboard — an overview of your account activity, recent uploads, and usage.
| Step | What happens |
|---|---|
| 1. You send a file | Upload via the API or the Upload Widget on the Integration page |
| 2. JondaX processes it | De-identification, extraction, normalisation, terminology mapping, unit conversion, and coding — all automatic |
| 3. You receive output | Structured data delivered to your callback URL, retrieved on-demand via the Result Retrieval API, or downloaded from the portal |
For lab reports, blood work, pathology documents, and structured health files.
How it works: You upload a file and receive an UploadId immediately. JondaX processes the file in the background and delivers the structured output to your callback URL, allows direct querying via the Result Retrieval API (GET /api/v1/results/:uploadId), or lets you download it from the portal.
What you get back: Clean, coded data in your chosen format — JSON, HL7 v2, FHIR JSON, FHIR XML, CSV, or Parquet.
Supported input: PDF, HL7, XML, JSON, CSV, Parquet, PNG, JPEG, HEIC, AVIF, WEBP
Endpoint:
POST https://app.jondax.eu/api/master?module=pathologyProcessing time: Results are typically delivered within minutes, depending on file complexity.
Every file goes through up to six processing functions, applied automatically based on what the data needs:
| Function | What it does |
|---|---|
| De-identify | Removes personal and health identifiers (HIPAA Safe Harbor) |
| Normalise | Standardises file format, encoding, and layout. OCR for scans and images. |
| Translate | Translates clinical content to your configured output language (English, Spanish, German, or Chinese) |
| Map terminology | Maps source terms to your chosen clinical vocabulary using a 3M+ reference knowledge graph |
| Convert units | Converts units of measurement to your configured output standard |
| Assign codes | Assigns standardised medical codes (LOINC today, SNOMED CT on the roadmap) |
| Method | Best for |
|---|---|
| API (curl, Postman, your code) | Automated integrations, high volume, server-to-server |
| Upload Widget (in the portal) | Quick testing, occasional uploads, non-technical users |
| Embedded Widget (in your app) | Giving your users an upload interface without building one |
See the Quickstart to try your first upload.
JondaX is built for healthcare data — not retrofitted.
- HIPAA — regulation-ready, de-identified by default
- GDPR — compliant data handling
- PDPA (Singapore) — compliant
- ISO 27001 — certified
Data residency available in Singapore, EU, or US. DPA and BAA executed automatically on signup.