Wise AI Adoption & Domain AI Build
Evidence over hype — supported with rigorous research and practical relevance.
Dinergy is the applied-AI practice of 1only LLC — a research & development company focusing on wisdom. Why we’re unique: insights grounded in peer-reviewed research, legacy practical wisdom, and proven in the field — not vendor hype.
Wenli Wang, Ph.D.
Dr. Wang holds the highest faculty distinction — University Professorship — at Robert Morris University, with earlier faculty appointments at Emory University’s Goizueta Business School and other universities over the years. With 30 years of information-systems and multidisciplinary research and nearly 100 publications, she brings rare depth to mindful technology adoption and systems engineering.
Dr. Wang was the first in the world to introduce the “button” mechanism to end a dynamic auction (published in Journal of Economic Theory) — laying the theoretical groundwork for the “golden buzzer” later popularized on America’s Got Talent. As a game theorist, mechanism designer, and computer scientist, she has spent her career studying how to design and implement computerized systems that maximize performance — considering all actors’ reasoning under uncertainty. She is a disciple of Dr. Andrew B. Whinston at the University of Texas at Austin — recipient of the AIS LEO Award for lifetime achievement in Information Systems, and himself a professor across economics, computer science, and information systems. He is the root of her own multidisciplinary breadth and depth. It is the intellectual foundation of how she advises on AI today: knowing where AI fits, where it does not, and how to measure the difference.
Dr. Wang is as hands-on as she is theoretical — an NVIDIA Certified Professional in Agentic AI, Gen AI LLMs, and Accelerated Data Science, and a Certified Associate in AI Infrastructure and Operations — building the AI she designs from the systems side, not just the strategy behind it.
Her current AI work spans some of the most demanding fields: clinical and surgical decision-making at hospitals, operational intelligence at large international firms, cybersecurity, and systems engineering.
Through Dinergy, she helps organizations adopt AI wisely — and build custom AI where off-the-shelf models can’t see their domain — turning decades of hard-won knowledge and experiences into a defensible competitive advantage.
“Coadapt. Create. Coalesce.”
Hands-on and current — NVIDIA-certified across the stack she builds on.
Senior hands, scaled to the work
When a build needs to scale beyond what I deliver hands-on, I mobilize a vetted network of senior AI engineers — with backgrounds spanning clinical and hospital AI, federal and government systems, and big-tech-caliber work, engaged per project. Senior people on the build, scaled to the work, without standing overhead.
Trusted voices
A career Naval Intelligence Officer with three decades of strategic and operational intelligence — across theater, cyber, and maritime operations — at the highest levels of U.S. national and international agencies.
A leading scholar of knowledge management and organizational wisdom — more than 6,600 citations and an h-index of 44 — and author or editor of multiple works on practical and management wisdom.