Test Data Management
"Reproducible test data — without leaking customer data"
Test data strategy, generation, masking, and environment provisioning that lets teams test confidently without copies of production data hanging around dev laptops.
Six TDM surfaces
Data classification
Classify production data for sensitivity and test usability.
Masking & tokenisation
Reversible and irreversible masking for non-prod environments.
Synthetic data
Synthetic generators for realistic, safe non-prod data.
Ephemeral environments
Test environments stood up on demand with data already in place.
Data refresh
Scheduled, controlled refresh from prod with masking applied.
Compliance evidence
Audit logs and policies to demonstrate regulatory compliance.
Four-step adoption
Classify
Map data sensitivity and test usage requirements.
Build
Masking, generation, and refresh pipelines.
Provision
Ephemeral environment provisioning with TDM built in.
Operate
Continuous monitoring of TDM compliance and quality.
Related sub-services
Talk to us about test data management
Tell us about your data and test environments. We will scope a TDM rollout.