Production-grade synthetic datasets for banking, healthcare, and insurance teams. Government-calibrated. Compliance-documented. Cryptographically watermarked.
Every capability enforces correctness at the structural level — not cosmetically, not approximately.
Tables seed in dependency order. Every FK points to a real parent. Zero orphaned rows — verified across all 9 domain packs.
Temporal dependencies enforced structurally. Shipments arrive after dispatch. Claims submit before payment. SEPA transfers settle after initiation.
--seed 42 generates identical output on any machine, any time. Regulators can reproduce and verify. Direct EU AI Act Article 10(b) compliance.
Every enum weight backed by primary sources — ECB, EPC, FATF, BEREC, ESMA, WHO. Citeable for Article 10(e) suitability documentation.
comply report supports hipaa, gdpr, pci, soc2, eu-ai-act, and dora. examine bias produces Article 10(f) bias examination reports.
CLI runs entirely on your machines. No cloud upload. No third-party processing. Every byte stays within your GDPR data residency boundary.
A four-command pipeline from pack to compliance-ready dataset.
Purpose-built for enterprises replacing MOSTLY AI. All three score 99/100 with FK 100%, Temporal 100%, Privacy 100%. DORA and EU AI Act Article 10 compliant.
11 tables. SEPA credit transfers, PSD2 open banking consents, MiFID II order flow, KYC/EDD records, and AML SAR filings. Distributions from ECB, EPC, FATF, BIS, and Europol.
14 tables. ICD-10-WHO coded diagnoses, WHO ATC medication prescribing, EHDS-compatible patient encounters. 100% synthetic — no Article 9 legal basis required for generation.
12 tables. GDPR consent management (28% withdrawal modeled), EECC number portability (1-working-day bound), BEREC QoS benchmarks. DORA critical infrastructure compliant.
Charlotte-weighted banking data. HIPAA-safe healthcare. FCC-compliant telecom. NAIC-sourced insurance. All four score 99/100 with FK 100%, Temporal 100%, Privacy 100%.
10 tables. MOD-10 valid ABA routing numbers, FICO score distributions (Experian 2022), ACH SEC codes, Fedwire wire transfers, BSA/AML fraud alert taxonomy. Charlotte-area bank prefixes. FDIC/Fed/FinCEN sourced distributions.
14 tables. ICD-10-CM coded diagnoses, MS-DRG encounter classification, CMS Medicare payer mix, CDC/NHANES vital distributions, ClinCalc top-20 medications. 100% synthetic — no PHI, no BAA required.
12 tables. CCPA/TCPA privacy consent model, FCC number portability rules, Ookla US speed benchmarks (220 Mbps mean), ACH autopay billing, international roaming records. CTIA/FCC sourced distributions.
11 tables. P&C, life, and health lines. SIU fraud investigation taxonomy, underwriting risk scoring with MVR and credit factors, reinsurance cessions (Munich Re, Swiss Re). NAIC/IIHS/III sourced distributions.
Each pack encodes real-world entity relationships, lifecycle state machines, and statistically validated distributions backed by primary industry sources.
Account structures, transaction lifecycle, fraud-alert trigger chains, and KYC verification flows.
99/100Patient journeys across appointments, encounters, and billing. HFMA-sourced denial rates.
100/100Phase III trial schemas with site performance, biomarker expression (PD-L1 55%, HER2 30%, ALK 15%), and CTCAE adverse event grading.
98/100Supplier networks, purchase order lifecycle, dispatch-to-delivery temporal ordering, quality rejection tracking.
100/100Subscriber lifecycle, GSMA-sourced churn distributions, tower performance, roaming records.
99/100Multi-tenant hierarchies, role-based access, tiered subscriptions, billing lifecycle, audit logs.
100/100EU AI Act Article 10 enforcement begins August 2, 2026. DORA is already in force for 22,000+ EU financial entities. RealityDB's architecture directly addresses both.
RealityDB runs entirely on-premise. No cloud upload. No third-party processing. Every byte stays within your GDPR data residency boundary — satisfying DORA ICT risk management requirements.
--seed 42 generates identical output on any machine, any time. Every file carries a cryptographic watermark. Ed25519 signing available. Regulators can reproduce and verify exactly.
examine assess produces machine-readable quality evidence. examine bias produces Article 10(f) demographic coverage and proxy variable reports. comply report supports all six frameworks.
MOSTLY AI pivoted to open source in February 2025, abandoning the managed platform that European enterprises depended on.
| Capability | MOSTLY AI SDK | RealityDB |
|---|---|---|
| On-premise deployment | Self-managed | ✓ CLI-native |
| No cloud data upload | AWS required | ✓ Air-gap capable |
| Deterministic seeds | Probabilistic | ✓ --seed N |
| FK integrity enforced | Limited | ✓ 100% enforced |
| DORA compliance report | None | ✓ comply report |
| Article 10(f) bias exam | None | ✓ examine bias |
| EU enterprise packs | Generic only | ✓ 3 EU packs |
| Non-US origin | AWS-controlled | ✓ Mpingo Systems |
No account required. No cloud dependency. Runs entirely on your infrastructure.
FK integrity 100% · 9 domain packs · 65 CLI commands · EU AI Act · DORA · GDPR
SimLab — Live Synthetic Databases
One command provisions a live PostgreSQL database seeded with realistic banking, healthcare, or insurance data. No production data. No setup. No risk.
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RealityDB Academy teaches SQL against realistic synthetic datasets — the same data your future employer works with every day. Earn a verifiable certificate and get discovered by hiring managers.
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Install the RealityDB MCP server and Claude can provision a live synthetic database on your behalf — in plain English.