Platform
March 9, 2026

Test Data Automation vs Data Virtualisation: A Better Model for Engineering Teams

In software delivery, data virtualisation was an important step forward. But modern teams need more than virtual copies. They need automated, compliant, right-sized, pipeline-ready test data delivered on demand.
Data masking best practices: in-place vs in-flight
The risks of replicating production data in lower environments
Building vs buying: test data infrastructure for development environments
Transforming TDM: How AI and Big Data are shaping the future of Test Data Management
Leveraging AI for diverse test data generation in software testing
Production Data in Development Environment: Risks & Solutions