Synthetic Data

Highly realistic, fully-synthetic patient data sets


Increase your velocity on the path to production

Testing your healthcare applications, software, and services with Protected Health Data is the last step in a long path to production.

Interoperability Institute offers customers highly realistic, fully-synthetic patient data sets curated by our Synthetic Patient Data Generator (PatientGen), industry-best FHIR® Subject Matter Experts, and a dedicated technical staff.

Realistic patient data to enrich proof of concept & testing for interoperability use cases such as:

Gaps in Care & Information

Patient Data Exchange

Risk Assessment/Risk Adjustment

Social Determinants of Health

Patient Cost Transparency

Mental Health Crisis

COVID-19 Progression and Tracking

Immunization Administration and Tracking

And More!


Interoperability testing among exchange partners


Validation of projected outcomes


End-to-end solution testing


Reference implementations


Connectathon track testing


Synthetic Data Packs for Purchase

Real innovation — fake data.

The Interoperability Institute’s Synthetic Data Packs enable organizations to access concrete and representative insights from sensitive data, while eliminating the risk to patient privacy. Meticulously crafted and entirely synthetic, these datasets are generated using a Monte Carlo simulation technique. Each synthetic record is modeled to emulate clinically relevant treatment scenarios. During the generation, synthetic patients progress through a series of healthcare encounters. It is these encounters and their events that are used to create realistic, longitudinal patient data and clinical and claims data, which is comprised of healthcare data messages across several HL7 messaging standards, including ADT, ORU, VXU, CCD and FHIR.

Common conditions that may be contained in the data pack:

  • Appendicitis
  • Cancer
  • Covid
  • Deep venous thrombosis
  • Diabetes
  • Food Insecurity (SDOH)
  • Hypertension
  • Osteoporosis
  • Pregnancy
  • Pulmonary embolism
  • STIs
  • Zika

Click here to shop our Synthetic Datasets on AWS or contact us to learn about bespoke options.

Let’s join forces to harness interoperability at scale!