Test Data Management
Realistic test data,
without the real risk.
Test Data Management gives development and QA teams the data they need: masked copies moved between environments, or realistic synthetic data generated on demand. Everything runs as reusable scenarios and schedules.
Masked or synthetic.
Always on schedule.
Stop copying production data into test environments. Define how test data should be produced once, and run it whenever teams need it.
From definition to ready-to-use data.
Scenarios describe what data is needed. Orchestrated flows produce it and load it into the target environment.
Map
Map columns to masking rules or generators using discovery results.
Produce
Mask data from a source or generate synthetic data.
Load
Load into the target database, with rollback on failure.
Report
Review run reports for every scenario.
Give teams data that behaves like production.
Developers and testers need realistic data, but production copies carry personal data into places it should not be. Masked and synthetic data keep tests realistic and personal data out.
- Masked copies between environments
- Synthetic data for new or empty systems
- Scheduled runs before each test cycle
- Run reports for every scenario
Generate the data you do not have yet.
New features often need data that does not exist in production. Synthetic data generators create realistic values and load them straight into the target database.
- Generators for personal, financial, location, and web data
- Regex and AI-assisted generation
- Eight target database types
- Automatic rollback when a load fails
Questions & answers.
Which databases can receive synthetic data?
What happens if loading fails halfway?
How are database credentials handled?
Explore the other modules
Data Discovery
Scan databases and file shares, classify sensitive columns, and score every column for risk.
Dynamic Data Masking
Mask sensitive data in query results for unauthorized users, without touching the source data.
Database Activity Monitoring
Detect, classify, alert on, and report the events in your database systems.
Data Security Posture Management
Turn database activity into access visibility, anomaly alerts, and scheduled access reports.
Privacy Management
Run consents and data subject requests for KVKK and GDPR in one place, with deadlines tracked.
See Test Data Management in action.
Book a demo and see masked and synthetic test data produced from a single scenario.