Healthcare & Regulated Industries

HIPAA-compliant test data without the risk

The Compliance Challenge

Your healthcare/finance application needs:

  • HIPAA-compliant test data
  • PII masking for SSN, email, phone
  • Realistic patient distributions (60% at primary clinic)
  • Multi-tenant isolation (sharding by tenant_id)
  • Audit trails for compliance

Why Aphelion?

🔒 HIPAA-Compliant Masking

  • SSN: ***-**-1234 (last 4 only)
  • Email: j***@example.com
  • Phone: ***-***-7890
  • Deterministic hashing

📊 Realistic Distributions

  • Weighted choice: 60% primary, 25% satellite
  • Power-law: Visit costs
  • Normal: Patient ages, vitals

🏢 Multi-Tenant Ready

  • Shard keys with realistic skew
  • Tenant isolation
  • Audit-ready lineage

Real Example: Healthcare CRM

aphelion generate examples/healthcare-crm/schema.json \
         --rows 100000 \
         --masking hipaa \
         --output ./test-data

Result:

patient_id: 550e8400-e29b-41d4-a716-446655440000
ssn: ***-**-1234 (masked)
email: j***@example.com (masked)
primary_site_id: site_main (60% probability)
tenant_id: 0 (realistic skew)

Compliance Features

  • HIPAA Safe Harbor: All 18 PHI identifiers properly masked
  • SOC 2 Ready: Deterministic, auditable, documented
  • GDPR Compliant: No real personal data, synthetic only
"Aphelion solved our HIPAA testing problem. We now have realistic test data without compliance risk."
— CTO, Healthcare SaaS (50K patients)

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