v2.40.1 — 9 domain packs · EU AI Act aligned · GDPR-native

Synthetic data for developers
and EU enterprises.

Developer

65 CLI commands. FK integrity 100%. Deterministic seeds. Runs entirely on your infrastructure.

EU Enterprise

Three EU packs — SEPA/PSD2, ICD-10/EHDS, BEREC/EECC. comply report --framework eu-ai-act | dora | gdpr

Install CLI EU Enterprise Packs Try Sandbox EU Compliance →
99
eu-banking
Quality Assessment — Live
FK integrity
100%
Temporal logic
100%
Enum validity
100%
Overall score
99/100
eu-banking
eu-healthcare
eu-telecom
fintech
healthcare
oncology
supply-chain
telecom
universal
0 FK violations
across all 9 domain packs
9 domain packs
including 3 EU enterprise packs
65 CLI commands
generate, examine, comply, attest & more
<60s
100K rows with FK integrity verified
What sets it apart

Not just fake rows. Verified relational systems.

Every capability enforces correctness at the structural level — not cosmetically, not approximately.

Relational Integrity

Foreign keys are always valid.

Tables seed in dependency order. Every FK points to a real parent. Zero orphaned rows — verified across all 9 domain packs.

✓ 0 FK violations · 215/215 smoke tests
Temporal Consistency

Events follow correct timelines.

Temporal dependencies enforced structurally. Shipments arrive after dispatch. Claims submit before payment. SEPA transfers settle after initiation.

settled_at > initiated_at · always
Deterministic Seeds

Same seed. Same data. Always.

--seed 42 generates identical output on any machine, any time. Regulators can reproduce and verify. Direct EU AI Act Article 10(b) compliance.

realitydb run --seed 42 --pack eu-banking.json
Research-Backed Distributions

Industry-accurate statistical weights.

Every enum weight backed by primary sources — ECB, EPC, FATF, BEREC, ESMA, WHO. Citeable for Article 10(e) suitability documentation.

sepa_transfer_type: standard 65% · EPC 2024
Compliance Commands

Six compliance frameworks built in.

comply report supports hipaa, gdpr, pci, soc2, eu-ai-act, and dora. examine bias produces Article 10(f) bias examination reports.

comply report --framework dora
examine bias dataset.sql
On-Premise by Default

Your data never leaves your infrastructure.

CLI runs entirely on your machines. No cloud upload. No third-party processing. Every byte stays within your GDPR data residency boundary.

npm install -g @realitydb/cli
# zero cloud dependency
Pipeline

Generate. Assess. Certify. Ship.

A four-command pipeline from pack to compliance-ready dataset.

realitydb v2.40.1 — eu-banking pipeline
# Generate EU banking dataset (SEPA, PSD2, MiFID II, KYC, AML)
$ realitydb run --pack eu-banking --rows 50000 --seed 42 -o eu-banking.sql
  11 tables · 50,000 rows · generated in 41s

# Assess quality — FK, temporal, enum, bias
$ realitydb examine assess eu-banking.sql --pack eu-banking.json --standard gdpr --json
  FK: 100% · Temporal: 100% · Enum: 100% · Overall: 99/100

# DORA ICT compliance report (Articles 6, 9, 10, 11, 12, 16)
$ realitydb comply report --file eu-banking.sql --framework dora --json
  ✓ DORA compliance report — overallStatus: pass

# Sign with Ed25519 for Article 10(b) provenance
$ realitydb attest sign eu-banking.sql
  ✓ Certificate generated · eu-banking.realitydb-cert.json
EU Enterprise

Three packs built for European regulatory requirements.

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.

SEPA · PSD2 · MiFID II · DORA

EU Banking & Financial Services

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.

realitydb run --pack eu-banking \
  --rows 50000 --seed 42
99/100 FK 100% Temporal 100% Privacy 100%
ICD-10-WHO · EHDS · GDPR Art.9

EU Healthcare & Clinical Data

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.

realitydb run --pack eu-healthcare \
  --rows 50000 --seed 42
99/100 FK 100% Temporal 100% Privacy 100%
BEREC · EECC · GDPR consent

EU Telecommunications

12 tables. GDPR consent management (28% withdrawal modeled), EECC number portability (1-working-day bound), BEREC QoS benchmarks. DORA critical infrastructure compliant.

realitydb run --pack eu-telecom \
  --rows 50000 --seed 42
99/100 FK 100% Temporal 100% Privacy 100%
DPA requests, pilot programs, and enterprise inquiries: [email protected]
All domain packs

9 industries. Battle-tested distributions.

Each pack encodes real-world entity relationships, lifecycle state machines, and statistically validated distributions backed by primary industry sources.

💳

FinTech Payments

Multi-tier transactional flows

Account structures, transaction lifecycle, fraud-alert trigger chains, and KYC verification flows.

99/100
🏥

Healthcare Systems

HIPAA-fidelity clinical simulation

Patient journeys across appointments, encounters, and billing. HFMA-sourced denial rates.

100/100
🔬

Oncology Clinical Trials

ICH E6 · RECIST · CTCAE grading

Phase III trial schemas with site performance, biomarker expression (PD-L1 55%, HER2 30%, ALK 15%), and CTCAE adverse event grading.

98/100
🚚

Supply Chain & Logistics

Operational event cascades

Supplier networks, purchase order lifecycle, dispatch-to-delivery temporal ordering, quality rejection tracking.

100/100
📡

Telecommunications

Network · Churn · ARPU modeling

Subscriber lifecycle, GSMA-sourced churn distributions, tower performance, roaming records.

99/100
⚙️

Universal / SaaS Platform

Flexible multi-domain scaffold

Multi-tenant hierarchies, role-based access, tiered subscriptions, billing lifecycle, audit logs.

100/100
European compliance

Built for where synthetic data is now a regulatory necessity.

EU 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.

GDPR · DORA

Your data never leaves your infrastructure.

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.

realitydb run --pack eu-banking.json
✓ zero cloud dependency
EU AI Act Article 10(b)

Deterministic seeds satisfy provenance 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.

realitydb attest sign eu-banking.sql
✓ Article 10(b) provenance documented
Article 10(e) · Article 10(f)

Quality assessment and bias examination built in.

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.

comply report --framework eu-ai-act
comply report --framework dora
✓ GDPR-native architecture ✓ EU AI Act Article 10 aligned ✓ DORA ICT risk compatible ✓ No personal data processed ✓ On-premise deployment ✓ Deterministic audit trail
EU enterprise inquiries: [email protected]
Market position

What MOSTLY AI left behind. What RealityDB fills.

MOSTLY AI pivoted to open source in February 2025, abandoning the managed platform that European enterprises depended on.

CapabilityMOSTLY AI SDKRealityDB
On-premise deploymentSelf-managed✓ CLI-native
No cloud data uploadAWS required✓ Air-gap capable
Deterministic seedsProbabilistic✓ --seed N
FK integrity enforcedLimited✓ 100% enforced
DORA compliance reportNone✓ comply report
Article 10(f) bias examNone✓ examine bias
EU enterprise packsGeneric only✓ 3 EU packs
Non-US originAWS-controlled✓ Mpingo Systems
The market window
$180–220M
EU synthetic data market (2025)
August 2, 2026
EU AI Act Article 10 enforcement deadline
22,000+
EU financial entities under DORA requiring DORA-compatible vendors

Serious data infrastructure.
Start in 30 seconds.

No account required. No cloud dependency. Runs entirely on your infrastructure.

$ npm install -g @realitydb/cli
Install CLI EU Enterprise Packs Try Sandbox EU Compliance →

FK integrity 100% · 9 domain packs · 65 CLI commands · EU AI Act · DORA · GDPR