In a recent Perforce Delphix report, 518 global enterprise leaders surveyed found that 99% of organizations are waiting days to weeks for test data, with 42% waiting a staggering 1 week or more. Developers and AI agents can’t wait any longer, but organizations also don’t want to sacrifice their #1 priority: data quality.

So how do you eliminate the wait time without compromising data compliance and quality? What are some enterprises doing to future-proof test data management while maintaining that quality?

In this upcoming webinar, Delphix experts Woody Evans and Matthew Yeh discuss enterprise AppDev leaders’ outlook on test data automation and the challenges that hold them back from complete modernization.

In this technical deep-dive, we move past the statistics to look at the exact frameworks modern QA teams are using to automate and scale Test Data Management (TDM).

Join the webinar to hear about:

• Top Research: Learn about the top test data priorities, including data quality.


• AI & Automation Readiness: What enterprises should be doing differently to prepare test data management for the agentic era. Practical steps to architect your test data so it's ready for the high-velocity demands of AI testing agents.


• Synthetic vs. Masked Data: Why both synthetic and masked data will be critical to the future of test data management.

Ready to turn insights into action? Join us for the webinar on July 9.