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 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).
Watch 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.
See for yourself how Perforce Delphix can help you automate compliant data for DevOps.
Presenters
Woody Evans
Woody Evans is Vice President, Global Sales Engineering, at Perforce Delphix, where he leads global presales strategy and helps enterprises modernize how they manage, secure, and deliver data. He specializes in DataOps, test data management, and data security, with a focus on enabling organizations to accelerate DevOps initiatives and prepare data for AI-driven innovation.
A seasoned sales engineering and consulting leader, Woody has extensive experience across highly regulated and data-intensive industries, including financial services, telecommunications, public sector, healthcare, media, and manufacturing. He has led the design and delivery of enterprise-scale solutions spanning identity management, business intelligence, CRM, content management, and master data management. Prior to Perforce, he held roles at Oracle, L-3, and AT&T Labs.
Woody is a recognized authority on topics such as data masking, compliance, and DataOps adoption, and he has authored an array of thought leadership pieces for Delphix, including the 2026 Test Data Management Report for AI-Ready Enterprises and a CIO Dive article on test data management in the AI era. He has also presented at industry events including Oracle OpenWorld, DevOpsDays, and CIO forums.
Matthew Yeh
Matthew Yeh is Vice President of Product Marketing at Perforce Delphix, where he leads positioning for solutions that help organizations deliver compliant, high-quality data for modern software development, analytics, and AI initiatives.
He focuses on translating complex technical capabilities into clear business value for enterprise teams navigating data compliance, test data management, and AI-driven innovation. This can be best seen in his thought leadership with Delphix, such as the 2026 Test Data Management Report for AI-Ready Enterprises he co-authored.
With experience in product marketing and enterprise technology, Matthew brings a deep understanding of how data, DevOps, and AI intersect across the software lifecycle. His work centers on helping organizations modernize development practices while maintaining governance, security, and operational efficiency.