Realistic Test Data.
Zero Production Risk.
plandatum generates high-fidelity synthetic datasets that mirror the complexity of your real data
without ever exposing a single production record.
Test data shouldn't be a liability
Every team needs realistic data for testing, demos, and development. The question is how they get it and at what cost.
Without plandatum
- Copying production data into lower environments
- Ongoing compliance and privacy exposure
- Manual data masking that's fragile and incomplete
- Fake data that's too simple to catch real bugs
- Weeks of effort to build representative datasets
- No consistency across teams and test cycles
With plandatum
- Synthetic data generated from schema definitions
- Zero production data ever leaves your systems
- Realistic, structured data ready in minutes
- Foreign keys, dependencies, and constraints all respected
- Repeatable, shareable, and consistently managed
- One platform for every team and every test scenario
Everything you need to build test data that works
plandatum combines intelligent data generation, quality validation, and flexible export in one unified platform.
Flexible Schema Authoring
Import existing DDL scripts, upload flat files, or define schemas from scratch all through a visual interface.
Relationship-Aware Generation
plandatum understands your data model. Foreign keys, parent-child hierarchies, and multi-table dependencies are all generated with full referential integrity.
Intelligent Data Generators
Choose from 60+ built-in generators across people, addresses, finance, dates, identifiers, and more. Create custom generators for domain-specific needs.
Custom Generators & Datasets
Build reusable custom generators and curated datasets for domain-specific values. Standardize realistic test data across teams, scenarios, and repeat runs without rebuilding logic each time.
Data Quality Testing
Intentionally inject controlled data quality issues nulls, duplicates, out-of-range values, malformed formats to stress-test your downstream pipelines.
Built-In Validation
Every generation run is validated against a live database sandbox. Row counts, foreign keys, uniqueness, and nullability are all verified with a single click.
Export Ready
Download datasets as CSV or SQL insert statements. Configurable delimiters, per-table downloads, or bundled ZIP exports ready for any system that needs them.
Scale to Millions of Rows
Distributed worker architecture processes data in parallel chunks. Generate millions of rows efficiently without impacting performance.
Runs On Your Infrastructure
Deploy locally with a single command. No data leaves your network. No cloud dependency. Full control over where your synthetic data lives.
From schema to dataset in four steps
plandatum is designed for both technical and non-technical users. A guided workflow gets anyone from zero to usable test data quickly.
Define
Import a DDL, flat file, or design your schema visually
Configure
Assign generators to each column and set row counts per table
Generate
Launch the job and track progress in real time on the dashboard
Validate & Export
Review validation results, then download to a desired format
60+
Built-in generators
12
Quality issue types
1,000,000+
Rows/sec generation speed
∞
Custom generators
Test your systems, not just your data
plandatum doesn't just create clean data. It lets you deliberately break it so you can prove your pipelines handle the unexpected.
Validation (Verify What's Right)
Run every generation job through an automated validation suite against a live database sandbox. Know immediately if your data meets structural expectations.
Quality Injection (Break It on Purpose)
Inject controlled anomalies at configurable rates to stress-test ETL pipelines, data quality rules engines, alerting systems, and exception-handling paths.
Who benefits from plandatum?
Any team that needs realistic data but can't or shouldn't use production records.
QA & Testing Teams
Generate comprehensive test datasets that exercise every code path edge cases included without waiting on data teams or risking real records.
Data Engineering & ETL
Validate pipelines against data with known quality issues. Prove that your transformation logic handles nulls, duplicates, and format errors correctly.
Artificial Intelligence
Accelerate AI initiatives with rapid, scalable, high quality data generation. Enable faster model training, realistic scenario testing, and continuous iteration while reducing reliance on sensitive production data.
Performance & Load Testing
Scale to millions of rows to stress-test application performance under realistic data volumes, without the overhead of managing production copies.
Integration Testing
Generate coordinated datasets across multiple related tables to test system integrations end-to-end with full referential integrity.
Compliance & Audit Readiness
Demonstrate to auditors that no production data is used in non-production environments. Eliminate an entire category of compliance risk.
Demo & Training Environments
Populate demo instances with realistic-looking data for sales presentations, onboarding, and training refreshable on demand.
Mergers & Acquisitions
Support mergers and acquisitions with reliable, production like data. Enable integration validation, system testing, and compliance while reducing risk and ensuring continuity.
Built for regulated industries
plandatum eliminates the need to use production data in non-production environments the simplest path to compliance.
HIPAA
No protected health information ever enters test environments. Generate healthcare-realistic data that's fully synthetic.
GDPR
No personal data processing concerns. Synthetic data is not subject to data subject rights or consent requirements.
PCI-DSS
No real card numbers or financial data in lower environments. Eliminate scope expansion for PCI audits.
Data Sovereignty
Runs entirely on your infrastructure. No data is sent to external services. You control where everything lives.
Stop risking production data.
Start generating what you need.
plandatum gives every team access to realistic, relationship-aware test data without the compliance headaches.