Wisdom →
Sustainability
wisdom → right decision → equilibrium → sustained results
What we do
Wisdom Harvest
We run rigorous Master Act and Wisdom Panels to capture verified human wisdom in application — the lived experience of masters in action and in critical thinking across various domains of life, business, spiritual, and learning — as primary data for Wisdom AI training.
Wisdom AI
We build the entire Wisdom AI pipeline: the lived, applied wisdom of domain masters is curated (WisdomBase™), transformed (Cuverie™), and inferred (Cuvée™) into Wisdom Attar™, Wisdom Elixir™, Ambrosia™, and WiseGenie™ at different stages — bringing applicable situational wisdom to clients.
Wisdom Research
To many, wisdom is an abstract concept that is intangible and unquantifiable. Our research papers will address these issues and make wisdom relevant and reachable to non-academicians.
One of 1only™ pioneering research is Artificial Wisdom™ (AW) — currently in early laboratory stage.
Who we are
Dr. Wenli Wang holds the highest faculty distinction — University Professorship — at Robert Morris University. With 30 years of information systems and multidisciplinary research and nearly 100 publications, she brings rare depth to wisdom and knowledge management.
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 — the intellectual foundation of the 1only™ approach to Wisdom AI. She 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.
An accomplished athlete in her youth — and an avid Argentine tango dancer and meditation practitioner, both trained under world masters in their fields — she understands firsthand the importance of modeling physical AI through role-modeling: the embodied, tacit wisdom that lives only in a master's practice.
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 Wisdom 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.
She founded 1only™ on the conviction that only wisdom-infused AI is sustainable — and that AI grounded in wisdom creates irreplaceable competitive advantage for the organizations bold enough to pursue it.
"Life is short and precious. Prioritize and focus with conviction."
Dr. Wang builds Wisdom AI with industrial and academic AI experts.
Wisdom Circle
1only™ is grounded in a living circle of wisdom — leading scholars alongside senior leaders from the military and industry, each a close colleague of more than a decade — bringing depth in wisdom, knowledge management, decision theory, and national strategy.
Norman R. Hayes
Rear Admiral, U.S. Navy (Ret.) · Senior Advisor & Strategist
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 trusted strategist and integrator, known for building trust across international teams and turning vision into disciplined execution.
David J. Pauleen, PhD
Professor (Ret.), Technology Management
Massey University, New Zealand
Google Scholar ↗A leading scholar of wisdom and knowledge management — more than 6,600 citations and an h-index of 44. Author and editor of multiple works on practical and management wisdom, including A Handbook of Practical Wisdom: Leadership, Organization and Integral Business Practice (Gower) and Personal Knowledge Management, with research published in the Journal of Business Ethics, the Journal of Management Information Systems, MIT Sloan Management Review, and the Journal of Knowledge Management.
Randall C. Wyatt, PhD
Professor & Director of Professional Training, Clinical Psychology (PsyD & PhD)
California School of Professional Psychology, Alliant University
A master educator of clinical psychologists and a seasoned practitioner of practical wisdom. As Director of Professional Training for the PsyD and PhD programs, he shapes the next generation of doctoral psychologists while maintaining an active clinical practice. His work bridges psychotherapy with spirituality and the deeper layers of consciousness — including service on the executive committee of the Huston Smith Center for Psychological and Spiritual Development.