Synthetic healthcare integration data

Generate realistic HL7 v2 and FHIR test data in seconds.

Create synthetic ADT, ORU, ORM, SIU, FHIR Patient, Encounter, Observation, DiagnosticReport, and Bundle examples for interface testing, demos, QA, and documentation. This first version runs in your browser and does not require login.

Start generating Privacy model

MSH|^~\&|TESTGEN|GENERAL|EHR|HOSPITAL|20260708143000||ADT^A01|MSG123456|P|2.5.1
EVN|A01|20260708143000
PID|1||123456^^^PAS^MR||SAMPLE^ALEX^^^MX||19840413|F
PV1|1|I|WARD^ROOM^BED||||1234^CLINICIAN^TEST

Synthetic data only. Do not enter real patient data, identifiers, or confidential production values.

Generator

Choose a message type

Pick a scenario, region flavour, and output format. Then generate a fresh synthetic sample.

Click Generate to create a synthetic HL7 or FHIR sample.

Explanation will update when a sample is generated.

Trust and validation

Useful examples, not certified validation

Synthetic-only output

Generated HL7 messages include an NTE note and generated FHIR resources include a meta tag to make the synthetic/test nature clear.

Sample-oriented

The examples are designed for demos, interface testing, QA scripts, and documentation. They are not a clinical record or a medical-device workflow.

No conformance claim

The generator creates realistic examples, but it does not yet validate against local implementation guides, FHIR profiles, or site-specific HL7 specifications.

What this is for

This tool is for interface analysts, integration developers, QA testers, and healthcare software teams who need sample data for testing and documentation.

What this is not for

This is not a clinical system, medical device, patient record system, or compliance validator. It creates synthetic examples only.

First iteration scope

This version focuses on quick random sample generation, readable output, and focused landing pages. Later versions can add ad setup, offline downloads, template packs, or optional Pro features without forcing custom setup.

FAQ

Common questions

Does this generate real patient data?

No. The names, identifiers, addresses, results, and visit details are fictional synthetic examples for testing, demos, QA, and documentation.

Can I paste real patient data into the tool?

No. The site is intended for synthetic generation only. Do not enter real patient data, production identifiers, secrets, credentials, or confidential values.

Is this a validator?

No. The output is designed to be realistic and useful, but it is not a certified HL7/FHIR validator and does not claim conformance with local implementation guides or site-specific interface specs.

Why are there separate generator pages?

The main tool stays on one page. Separate pages exist mostly for search/discovery, so someone looking for a specific ADT, ORU, SIU, or FHIR generator can still find the tool.

Privacy and terms summary

Short version before you use the tool

Privacy model

This tool generates examples in the browser. It does not need a backend, login, database, or uploaded patient data.

Do not paste or enter real patient data.
Generated details should remain synthetic and fictional.
Do not place generated names, MRNs, DOBs, or addresses in the URL.

Terms and disclaimer

The tool is for technical testing, learning, demos, and documentation. It is not a clinical system, medical device, patient record system, or compliance validator.

Review output before using it in test environments.
Adjust examples to match your local interface specification.
Final public launch should include reviewed policy, cookie, and ad-consent wording.

Full privacy policy Full terms and disclaimer