JondaX harmonises lab results, wearable data, and device readings from any provider, so your platform can deliver personalised insights from day one, regardless of where your clients' data comes from.
The onboarding problem
Longevity platforms live or die by the quality of their client data. But most clients bring labs from different providers, wearables from different brands, and data in different languages, and standardising it all is eating your engineering capacity.
Labs from multiple providers within and across countries. Historical data arrives as PDFs, images, and paper scans. Wearables from Oura, Garmin, Apple Watch, and hundreds more. Home devices from a dozen manufacturers. Every source is a different format, a different language, a different problem.
HbA1c. A1C. Haemoglobin A1c. Glycated haemoglobin. 4548-4. 59261-8. Dozens of variants across languages, unit systems, and medical coding standards. Your recommendation engine needs all of them unified as one.
Your platform's value is in the insights you deliver. Insights need clean, comparable data, and getting there takes time and effort (you don't have) for every new client you onboard.
$1M+ to build in-house.The solution
Connect JondaX once. Every client's incoming data (labs, wearable exports, device readings, scanned reports) is ingested and harmonised, ready for your engine. No custom parsers per provider. No biomarker reconciliation. No additional data cleaning. Build a unified profile per client your recommendation engine can actually act on.
What your platform gains
Labs, wearable exports, device readings, photographed reports. All harmonised and ready for your engine in hours. Every new client's day-one data bundle becomes usable.
Metabolic, hormonal, cardiovascular, inflammatory, and haematological markers from labs worldwide. Physiological markers from wearables and at-home medical devices, including HRV, sleep, resting heart rate, blood pressure, and glucose.
Your clients come from Singapore, Indonesia, France, Spain and beyond. JondaX handles their lab reports in 10+ languages without any additional preprocessing on your side.
De-identified on ingestion within your selected residency region. Data retained 30 days for error resolution, then purged. ISO 27001 certified. Designed to comply with HIPAA, GDPR, PDPA. DPA and BAA executed on signup.
Harmonisation doesn't stop at intake. Every new lab result, wearable sync, or device reading flows through JondaX the same way. Client profiles stay current without additional engineering work.
Same engine for ten clients or ten thousand. Whether you're onboarding a new cohort, opening a new market, or launching a white-label partnership, JondaX keeps up. No pipeline rewrite at any growth stage.
“The successful integration of JondaX into our system significantly enhanced our ability to quickly onboard clients, improving our operational efficiency and data reliability.”
Longevity platforms use JondaX across labs, wearables, and devices.
Straight answers to the questions that come up when evaluating JondaX.
JondaX supports data from major wearable platforms including Oura, Garmin, Fitbit, Withings, and Apple Health through our partner network. For medical devices, the Medical Devices module handles glucometers, blood pressure monitors, pulse oximeters, weight scales, and more, including photos taken directly from the device screen. New device types are added continuously.
JondaX processes the report natively, no translation required. The engine identifies biomarkers, values, units, and reference ranges in the source language, normalises them, and returns output configured to your system in your target format. This applies to 10+ languages including English, Spanish, French, Bahasa Indonesia, and Polish.
Pathology Pro handles scans, photos, and low-quality PDFs through OCR. Low-confidence records go through a two-step independent review by our in-house team before the record is returned. This is how we reach 99% field-level accuracy. Important for longevity platforms whose clients bring older paper or photographed lab reports from home.
JondaX is not a data store. Incoming data is de-identified on ingestion within your selected residency region (Singapore, EU, or US), retained for 30 days for error resolution, then purged. DPA and BAA are executed automatically on signup.
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 client 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. Compared to aggregator APIs: labs and photographed reports don't come through.
Every new data point flows through the same pipeline. All lab panels, ongoing wearable syncs through our partner, one-off device readings (whatever your clients generate) pass through your platform to JondaX and come back harmonised in the same format. No rebuild when a client's data shape changes over months or years.
Yes. The same engine handles your direct subscribers and your enterprise cohorts on the same API, at any scale. Data residency can be selected per region (Singapore, EU, or US) for clients with sovereignty requirements. DPAs and BAAs are executed automatically on signup, so each new partnership clears legal review.
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.
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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