Enterprise Synthetic Data

HIPAA-Compliant Test DataAt Enterprise Scale

Generate millions of realistic healthcare records in minutes. Perfect for testing, training, and development without privacy risks. From 10K to 10M+ records with statistically accurate demographics and clinical data.

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10M+
Records Capacity
<5min
1M Records
100%
HIPAA Compliant
$0.001
Per Record

Intuitive Configuration Interface

Configure datasets with precision. Select populations, conditions, and formats with our easy-to-use interface.

Synthetic Data Generator Configuration Interface

Click to explore the configuration options

Built for Federal Healthcare Requirements

Every feature designed with compliance, scale, and accuracy in mind

Privacy by Design

No real patient data ever used. Mathematical models ensure statistical accuracy without privacy risks.

  • Zero PII/PHI exposure
  • HIPAA compliant
  • Audit-ready

Statistically Accurate

Demographics, conditions, and outcomes match real-world distributions for your specific populations.

  • Census-based demographics
  • ICD-10 prevalence rates
  • Realistic comorbidities

Lightning Fast

Generate millions of records in minutes, not hours. Optimized for enterprise-scale operations.

  • 1M records < 5 min
  • Parallel processing
  • Streaming output

Highly Configurable

Tailor datasets to your exact needs with granular control over every aspect.

  • Custom populations
  • Condition selection
  • Time series data

Multiple Formats

Export in any format you need - FHIR, HL7, CSV, JSON, or custom schemas.

  • FHIR R4 bundles
  • CMS formats
  • Custom schemas

Population Templates

Pre-built templates for common use cases - Medicare, Medicaid, VA populations.

  • Medicare Advantage
  • Dual eligibles
  • Veteran cohorts

Perfect for Every Healthcare Use Case

From development to compliance testing, synthetic data powers innovation without privacy risks

Software Testing & QA

Test edge cases, load scenarios, and error conditions with realistic data

  • Integration testing with 10M+ records
  • Performance benchmarking
  • Edge case validation
  • Regression testing

ML Model Training

Train and validate models without privacy concerns or bias

  • Risk prediction models
  • Clinical decision support
  • Population health analytics
  • Readmission algorithms

Demos & Training

Create compelling demonstrations with realistic, safe data

  • Sales demonstrations
  • User training environments
  • Conference presentations
  • Proof of concepts

Compliance Testing

Validate systems meet federal requirements without real data

  • HIPAA compliance validation
  • CMS reporting accuracy
  • Audit preparation
  • Security testing

Technical Specifications

Enterprise-grade architecture built for scale and reliability

Data Generation Capabilities

Scale: 10K to 10M+ records per dataset

Tested up to 100M records

Speed: 200K records/minute on standard infrastructure

Linear scaling with compute resources

Formats: FHIR R4, HL7 v2, CMS, CSV, JSON

Custom format support available

Clinical accuracy: ICD-10, CPT, LOINC, RxNorm

Realistic code distributions and relationships

# Sample Configuration
{ "population": { "size": 1000000, "demographics": { "source": "US_CENSUS_2020", "geography": "TEXAS", "age_distribution": "MEDICARE" } }, "clinical_data": { "conditions": ["DIABETES", "HYPERTENSION"], "medications": "FORMULARY_BASED", "encounters": { "types": ["OFFICE", "ER", "INPATIENT"], "frequency": "CMS_AVERAGES" } }, "output": { "format": "FHIR_R4", "compression": "GZIP", "streaming": true } }

Ready to Generate Your First Dataset?

Start with our free trial and generate up to 10,000 records at no cost

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