Why RealityDB

What We Guarantee

Synthetic data is only useful if it behaves like production data. Every RealityDB dataset ships against four hard guarantees — verified at generation time, not asserted in a brochure.

Guarantee 01
100% Referential Integrity

Every foreign-key relationship holds across all tables. No orphaned records. No broken joins.

Guarantee 02
Temporal Ordering

Dates and timestamps respect logical sequence — cause always precedes effect.

Account opened→first transaction Diagnosis→treatment Hire→payroll
Guarantee 03
Research-Calibrated Distributions

Distributions are sourced from primary industry data — not random noise.

  • FDIC Call Report — banking
  • CMS Medicare statistics — healthcare
  • FFIEC examination standards — compliance
  • NAIC industry data — insurance
  • FCC / CTIA data — telecom
  • Experian 2022 data — FICO scores
Guarantee 04
Domain Validation

Identifiers pass the same checks a real system would enforce.

  • ABA routing — MOD-10 algorithm verified
  • ICD-10-CM — valid CMS code set only
  • FICO scores — real distribution, not random
  • ACH SEC codes — NACHA standard values
  • SEPA BICs — valid EU format verified

Production-shaped data, in one command.

Generate relational, watermarked, compliance-ready datasets — no PHI, no PII, no cloud dependency.

View Pricing Custom Solutions