The only schema-aware engine that generates deterministic, production-scale environments for high-compliance engineering.
Designed for SOC2 · GDPR · HIPAA development pipelines
Cloning production data into development environments is a multi-million dollar liability. Every copy of customer PII is a breach waiting to happen.
RealityDB generates production-fidelity data with zero real PII. Same schema structure. Same statistical distributions. Same relationship integrity. No compliance risk.
Every feature serves two goals: engineering velocity and compliance safety.
Reads your PostgreSQL schema and infers generation strategies for every column. Tables, foreign keys, dependencies, insertion order — zero configuration.
Same seed produces identical data across machines, environments, and time. Debug a specific data state. Share it with a teammate. Reproduce it in CI.
Data spans months with S-curve growth. Timestamps are causally coherent — subscriptions start after user signups. Audit trails look real.
Inject payment failures, churn spikes, fraud patterns, data quality issues, system outages, and migration artifacts at configurable intensity levels.
Capture a live database state into a portable Reality Pack. Share it. Load it on another machine. Bug reproduction in one command.
Scans existing databases for personally identifiable information. Three compliance modes: GDPR, HIPAA, Strict. Export masked data with audit logs.
Each domain encodes real-world entity relationships, lifecycle state machines, and statistically validated distributions. Infinite deterministic states.
Organization hierarchies · Role-based access · Tiered billing cycles · Invoice lifecycle · Payment method distribution
Hierarchical category trees · Product catalog with ratings · Order fulfillment pipelines · Review authenticity signals
Teacher-class-student relational chains · Grade distribution curves · Attendance state machines · Assignment type weighting
Fraud-alert simulation · Validated settlement logic · Deterministic chargebacks · 12-category transaction classification
Clinical encounter coherence · ICD/CPT coded diagnoses · Medication lifecycle tracking · Reproducible vitals history
Different stakeholders, same platform.
Populate dev databases instantly. Deterministic CI test data. Reproduce bugs with Reality Packs. No more empty dashboards.
realitydb seed --template saas --ci
Eliminate PII from dev environments. Audit-ready masking reports. GDPR/HIPAA compliance without production clones.
realitydb mask --dry-run --mode hipaa
Synthetic datasets for pipeline development. Statistical distributions for model testing. Million-row CSV exports without a database.
realitydb generate --records 1000000 --format csv
Safe, realistic datasets for SQL courses. Same data for every student. Built-in classroom mode with exercises and progress tracking.
realitydb classroom start sql-101
Convincing product demos with thousands of realistic records. No more "John Doe" with $1 orders. Dashboards that look like production.
realitydb seed --template saas --records 5000
Reproducible synthetic environments for research in deterministic data synthesis, temporal graph consistency, and privacy-preserving AI systems.
realitydb analyze --output research-template.json
No account required. No cloud dependency. Runs entirely on your infrastructure.