James Wood is Software QA Architect for Trimble PPM. As researcher, developer, and tester, he has worked 36 years for firms including Siemens, Google, and Ultimate Software. He holds B.S. and M.S. degrees from Carnegie-Mellon University and the University of Pennsylvania. Robert Vanderwall, quality advocate, is Data Scientist for Trimble PPM. He has worked 40 years in hardware, software, quality assurance, process, and data engineering for companies ranging from a 4-person startup to AT&T Bell Labs. He holds several patents and earned his Ph.D. at Case-Western Reserve University. Katie Fox is Senior QA Engineer for Trimble PPM. She has worked 9 years as a tester, at Trimble since 2021 and Ultimate Software prior. She earned her B.S. Computer Science degree from the University of Central Florida.