Your team should be shipping product, not building data pipelines. JondaX ingests health data from any source, in any format, and returns clean, coded output configured to your system. So your engineers can get back to your roadmap.
The real cost
Every health product roadmap has the same invisible sprint: wrestling with the data. It is incredibly labour intensive. It takes months. And it stops your team from shipping what your users, customers, and investors are waiting for. JondaX exists to eliminate that cost.
Your engineers are building data pipelines instead of product features. Every sprint you spend on data plumbing is a sprint you don't spend on shipping. Building this in-house: $1M+ and 12-18 months. Runway most startups don't have.
PDFs, HL7 v2, FHIR, scanned images, photos, CSVs, all arriving differently. Every new source means more custom parsing logic your team has to build from scratch. All without the medical data expertise most startups can't afford to hire.
HbA1c. A1C. Hemoglobin A1c. Glycated hemoglobin. 4548-4. 59261-8. Same biomarker, dozens of labels, two different unit systems, two medical codes. Mapping clinical vocabulary across labs, devices, and languages takes specialist knowledge most startups don't have in-house.
The solution
JondaX sits between your raw health data and your product. Send it through the API in any format, from any source, in any language. We return clean, coded, regulation-ready output configured to your system. One call per transformation.
Wearables flow through our partner integration with the same simple pattern.
“The successful integration of JondaX into our system significantly enhanced our ability to quickly onboard clients, improving our operational efficiency and data reliability.”
Most digital health startups use JondaX across multiple data modules.
Straight answers to the questions that come up when evaluating JondaX.
Around two weeks for most teams. JondaX is a REST API with full documentation and a JondaX platform for configuration. You configure your output format, terminology, and unit preferences once on the JondaX platform, get your API key, connect to the API, and start sending data. Integration speed depends mostly on how clear you are on what you need from the output. Compared to building in-house: $1M+ and 12-18 months.
No. JondaX is built so engineering teams without clinical or healthcare data expertise can ship health data features. The platform handles the medical complexity (terminology mapping, unit conversion, code assignment) so your team works with clean, structured output in formats you already know. You configure what you need in the output; JondaX handles getting there.
JondaX is built for enterprise security review. ISO 27001 certified. Designed to comply with HIPAA, GDPR, and PDPA. Data is de-identified on ingestion within your selected residency region (Singapore, EU, or US) and original files auto-purge after 30 days. DPA and BAA are executed automatically on signup. We provide a downloadable security overview and full audit trail from day one.
Yes. The same engine handles a handful of files or millions, with no pipeline rewrite when you hit product-market fit. You stay on the same API, same output format, same configuration. As you grow, you scale your subscription, not your integration work.
Building a health data harmonisation layer in-house typically takes a year or more, costs $1M+, and requires deep expertise in clinical coding, data interoperability, and ongoing format/source maintenance. JondaX gives you all of that out of the box, integrated in around two weeks. You also get the benefit of our 13M+ data points transformed and 3M+ reference knowledge graph, which keeps growing.
Yes. Every new account gets 30 free transformations across pathology and medical devices. No credit card required. Bring your own data, run your own tests, and upgrade when you're ready.
30 free transformations across pathology and medical devices. No credit card required.
No credit card. No sales call. 30 free transformations across pathology and medical devices included so you can evaluate JondaX with your own data.
Create free account →Upload real files. See the output quality. Test with your own lab reports or device photos. No commitment required.
View API docs →Ready to integrate? Purchase a subscription and get your production API key. Most teams are live within around two weeks.
See pricing →Real-time health data transformation engine. Any format in, clean structured output out.
Explore the engine →From 3-person startups to Fortune 500 insurers.
Talk to sales →Field notes, product updates, and customer stories from the health data frontier.
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