JondaX module Beta

JondaX Clinical Notes

Turn clinical notes captured on paper or in PDFs into structured data your systems can use. Scanned letters, typed notes and photographed pages go in, and structured notes come out in FHIR JSON, FHIR XML, HL7 v2 or JSON. Clinical Notes is currently in beta.

Email us about the beta →Explore JondaX

PDF and paper inputFHIR, HL7 and JSON outputIn beta

S · Subjective

O · Objective

A · Assessment

P · Plan

FHIR JSON200 OK

{
  "resourceType": "Composition",
  "type": "Progress note",
  "section": [
    { "title": "Subjective" },
    { "title": "Objective" },
    { "title": "Assessment" },
    { "title": "Plan" }
  ]
}

The problem

The most useful part of the record is often the hardest to use.

Clinical notes carry the context that results and readings cannot: what was observed, what was decided, and why. Yet much of it still arrives as scanned letters, printed summaries and pages photographed on a phone. Teams either retype it by hand or leave it sitting in a file that no system can search or act on.

See how JondaX handles this →

How it works

Paper in. Structured notes out.

Three steps, through the same JondaX API you already use for other clinical data.

Send the note

Upload a PDF, a scan or a photo of a paper note through the JondaX API.

JondaX structures it

The text is extracted from the document and organised into a structured clinical note.

Receive structured output

Get the note back in FHIR JSON, FHIR XML, HL7 v2 or JSON, ready for your electronic health record (EHR), app or research pipeline.

Beta

Built with our early partners.

Clinical Notes is in beta, and we are working closely with a small group of partners to shape it. If you have a use case in mind, we would like to hear about it.

Ask about the beta →

Input: Clinical notes in PDF or on paper (scans and photos)
Output: FHIR JSONFHIR XMLHL7 v2JSON
Delivery: The JondaX API
Access: By request, while in beta

Have a specific note type or format in mind? Tell us when you get in touch and we will let you know how the beta can support it.

What you get back

Clinical notes, system-ready.

Notes that once sat in a file become data your systems can store, search and use.

Text extracted from PDFs, scans and photographed pages
Content organised into a structured clinical note
Output in FHIR JSON, FHIR XML, HL7 v2 or JSON
Delivered through the same single JondaX API

// Input: scanned progress note (PDF)
{
  "resourceType": "Composition",
  "status": "final",
  "type": { "text": "Progress note" },
  "date": "2026-09-14",
  "section": [
    { "title": "Subjective",
      "text": { "div": "Dry cough for six weeks, worse at night…" } },
    { "title": "Objective",
      "text": { "div": "Temperature 36.8 °C, chest clear…" } },
    { "title": "Assessment",
      "text": { "div": "Persistent cough, cause to be confirmed…" } },
    { "title": "Plan",
      "text": { "div": "Chest X-ray requested, review in two weeks…" } }
  ]
}

Illustrative example. Output structure is configured to your needs.

Clinical Notes FAQ

Questions about JondaX Clinical Notes.

Email us about the beta →

In betaAccess by requestISO 27001 certified

01What does the Clinical Notes beta include?

Conversion of clinical notes from PDFs and paper into structured notes, delivered in FHIR JSON, FHIR XML, HL7 v2 or JSON through the JondaX API.

02What output formats are available?

FHIR JSON, FHIR XML, HL7 v2 or JSON. You configure your default output format on the JondaX platform, and the format can also be specified per API call if different downstream systems need different formats.

03How do I join the beta?

Email hello@jonda.health with a short description of your use case and the kinds of notes you work with, and our team will be in touch.

04Is Clinical Notes part of the free trial?

Not at this stage. The 30 free transformations cover pathology and medical devices, and Clinical Notes is available through the beta.

05Is my data handled in the same way?

Yes. Clinical Notes runs on the same JondaX platform, which is ISO 27001 certified and designed to comply with HIPAA, GDPR and PDPA. Data is pseudonymised and purged after 30 days.

Have clinical notes you need to put to work?

Clinical Notes is in beta. Get in touch at hello@jonda.health and tell us what you are working with.