JondaX sits between the data your hospital and clinic clients send into your system, ingesting records from any source, in any format, and returning clean, coded, audit-ready output ready for your EHR.

The integration problem
Your hospital and clinic clients need to send you data from labs, at-home medical devices, wearables, and legacy systems. EHR and CMS teams spend months building custom ingestion logic for every new source. The formats are different. The codes are inconsistent. The compliance requirements never change, but the data always does.
Labs send PDFs, HL7 v2, or FHIR. At-home devices generate JSON, photos of readings, screenshots, or scanned outputs. Wearables use their own data structures. Every new source your hospital and clinic clients add means more custom ingestion logic for your team to build and maintain.
Mismatched codes, inconsistent units, missing reference ranges. These do not fail silently in testing. They surface in production, in front of clinicians.
Every transformation, every mapping decision, every confidence score needs to be traceable. Manual pipelines make this nearly impossible to maintain.
$1M+ and 12-18 months in-house.The solution
Connect JondaX once. Every source your hospital and clinic clients send in (regardless of format, language, or system) is ingested, normalised, coded, and returned in the format your EHR expects. No custom parsers. No medical coding expertise on staff. No data quality incidents from inconsistent inputs.
Built for enterprise health systems
Compliance-first architecture, stable API, multi-format ingestion, global by default. Built for the healthcare enterprise from the ground up.
Designed to comply with HIPAA, GDPR, PDPA. ISO 27001 certified. DPA and BAA executed automatically on signup.
Every transformation logged: input format, output format, module, processing functions applied, confidence score, timestamp, transformation ID. Reproducible. Same input, same output, always.
PDFs, HL7 v2, FHIR, device photos, wearable streams, CSV, JSON, and more. Output configured to your client's EHR setup. No custom parser per source. No in-house medical coding expertise required.
JondaX handles data from any geography, in 10+ languages including English, Bahasa Indonesia, Spanish, French, and more. Built for EHR vendors deploying globally or regionally, with the same engine either way.
REST API with versioning and full documentation. Integrate once. Stable contracts, no breaking changes without notice.
For clinical-grade accuracy, Pathology Pro includes expert review for low-confidence extractions. Ambiguous data gets a second set of eyes before reaching your system.
In production
JondaX is in production with EHR and CMS vendors processing clinical data at scale.
Healthcare IT platform for hospitals and clinics across Asia. JondaX automates external pathology data into their Cumulative Test Report. Clinicians see consolidated results in one consistent format.
Read the press releaseStraight answers to the questions that come up when evaluating JondaX.
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. This means your hospital and clinic clients pass their own data-residency audits without your architecture becoming the blocker.
Every transformation is logged: input format, output format, module used, processing functions applied, confidence score, timestamp, and a unique transformation ID. The trail is queryable and reproducible. Same input, same output, always. When a clinician at one of your hospital clients flags a result, your engineers can trace it back to source in minutes, not days.
JondaX is a REST API that sits between your data sources and your EHR as a middleware layer. Most teams are in production within around two weeks. JondaX outputs FHIR XML, FHIR JSON, HL7 v2, JSON, or CSV, whatever format your EHR expects. No changes to your existing system architecture required. This means your engineering team can ship features on the roadmap instead of building ingestion plumbing.
DPA and BAA are built into the platform and executed automatically when you sign up. There is no separate legal process. Both documents are available for your legal and security teams to review in full before or after signup. This means your legal cycle doesn't add weeks to every new deployment you do for a hospital or clinic client.
Because JondaX processes and returns without long-term storage, an outage does not create a data risk. Your source data remains with you. Transformation requests queue and retry on restoration. SLA commitments are available for enterprise plans. This means an incident with JondaX doesn't turn into an incident between you and your hospital and clinic clients.
Start with a free trial: 30 free transformations across pathology and medical devices, no credit card required. Run your own data through the pipeline and evaluate the output quality. When ready, move to a paid tier. Enterprise plans with custom SLA, on-premise deployment for your hospital and clinic clients' requirements, and dedicated support are available. This means your engineering team can evaluate JondaX independently before procurement formally engages. What's normally a six-month cycle becomes weeks.
JondaX is designed for clinical-grade data quality. Every data point is normalised and coded according to your configured specifications. For pathology data specifically, low-confidence data goes through a two-step independent review by our in-house team before it is returned. That's how we reach 99% field-level accuracy. This means clinicians at your hospital and clinic clients see data they can trust, not data they have to second-guess.
Building a health data harmonisation layer in-house typically costs $1M+ and takes 12-18 months, with ongoing maintenance for every new source. Aggregator APIs like Redox focus on connecting to known US providers; JondaX handles any source in any format, including scanned PDFs, device photos, and regional lab feeds. JondaX integrates in around two weeks with full configurability for your EHR's format, terminology, and units. This means you don't trade off coverage for time-to-market or roadmap velocity.
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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