FHIR R4 bundles, trial cohorts, EHR fixtures. Zero real PHI.
Deterministic HL7 FHIR R4 patient bundles with 100% referential integrity by construction. LOINC, RxNorm, and the full US ICD-10-CM catalogue shipped under free licences. Safe Harbor de-identification is a property of the generator input, not a post-hoc scrub — built for health-tech, providers, trial operators, and medical-device validators.
| clinicalStatus | icd10_code | icd10_display | id |
|---|---|---|---|
| active | I50.9 | Heart failure, unspecified | CP000000-000 |
| active | N39.0 | Urinary tract infection, site not specified | CP000000-001 |
| active | D64.9 | Anemia, unspecified | CP000001-000 |
| active | H52.4 | Presbyopia | CP000001-001 |
| active | E55.9 | Vitamin D deficiency, unspecified | CP000002-000 |
| active | Z00.00 | General adult medical exam without abnormal findings | CP000002-001 |
| active | G47.00 | Insomnia, unspecified | CP000005-000 |
| active | F41.1 | Generalized anxiety disorder | CP000005-001 |
| active | N39.0 | Urinary tract infection, site not specified | CP000005-002 |
| active | R07.9 | Chest pain, unspecified | CP000005-003 |
| active | E78.5 | Hyperlipidemia, unspecified | CP000005-004 |
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Four workflows clinical + research teams buy first.
Clinical-trial digital twin
Simulate a trial's primary-endpoint population before enrolment to right-size the protocol. Deterministic seeds mean the same statistical cohort replays byte-identical in the FDA submission package as in the internal simulation.
EHR integration + conformance fixtures
Drive millions of FHIR R4 bundles against your EHR's ingest, search, and query paths. Every bundle is R4-validator-clean by construction; failures are unambiguously server-side, so regression tests diff cleanly.
ML training sets for care-delivery models
Train readmission-risk, sepsis-onset, and medication-adherence models on millions of synthetic patient timelines without a single IRB submission or BAA. Collaborators at other institutions re-run the same seed and see the same bundles byte-for-byte.
Drug-safety signal testing
Stress-test pharmacovigilance pipelines on millions of synthetic medication-administration + adverse-event records with tunable co-occurrence rates. The sealed contract + seed lets you share the test cohort with a regulator who can reproduce it exactly.
Privacy office, ethics board, regulator.
HIPAA Safe Harbor by design
Every Patient resource is seeded from a PRF, never derived from real patient records. Names, MRNs, birthDates, addresses — all synthetic. HIPAA §164.514 Safe Harbor is a property of the generator input, not a post-hoc scrub. The bundle is a Limited Data Set on arrival.
Zero BAA required
No real PHI ever enters the generator, so its output is not Protected Health Information. A Business Associate Agreement is not required to ship synthetic data between partners. You still get a DPA for the SaaS control-plane metadata on request.
21 CFR Part 11 + GxP ready
The sealed evidence bundle carries the determinism proof + signed evidence record + timestamp chain required for Part 11 §11.10(c) record integrity. Validation packages (IQ / OQ / PQ) are available to Enterprise customers under NDA; the deterministic-reproducibility property is the core of the OQ test plan.
GDPR Art 4(1) outside-scope
Synthetic data that cannot be re-identified to a natural person falls outside GDPR's definition of personal data. DPIAs are simplified; cross-border transfers stop being a blocker. There is no re-identification attack surface because there is no person to re-identify.
Three products. One sealed contract.
Healthcare FHIR Bundles
Eight R4 resource types. 100% referential integrity by construction. LOINC, RxNorm, and the full US ICD-10-CM catalogue shipped under free licences. SNOMED stays BYO-licence.
ExploreTabular synthesis
Measured against each customer source with per-run fidelity and privacy reports. Useful for research cohort files, claim-line data, pharmacy dispense records, and adverse-event time series.
ExploreAgentic Data Scientist
A typed tool-surface planner + executor that drives end-to-end cohort-building from a natural-language protocol description, with an explicit approval gate before any credit-spending step.
ExploreShip your EHR fixture today. No IRB, no BAA.
Free tier: 25 runs a month. Enterprise: a Hybrid SDK deployment that keeps any real reference data inside your enclave, plus a dedicated healthcare solutions engineer and a 21 CFR Part 11 validation pack under NDA.