Systems | Development | Analytics | API | Testing

Deterministic masking is essential for any businesses that need to secure application data across multiple non-production environments — since it ensures data is masked consistently everywhere it appears. As CTO of Perforce Delphix, I’ve worked with many companies who need to protect sensitive data while providing realistic data for testing and development. This is especially important in industries like insurance, healthcare, and financial services.

Test data compliance efforts are falling behind development speed, creating a dangerous gap exploited by bad actors and scrutinized by regulators. It's a wake-up call: Dev and test environments are under stricter regulatory scrutiny than ever. In my role as Senior Product Manager for Delphix, I regularly work with enterprise teams who are discovering this reality the hard way.