Today we’re releasing a new whitepaper that outlines the underlying framework behind the Universal Talent Passport.

Over the last several years, we’ve been building something we believe the world urgently needs: a clear, structured, interoperable way for people to understand their own experience, identity, skills, and growth.

We call it The Talent Tree — a 13-node ontology that helps people map their real lives with clarity.

It is the foundation of TalentPass and the reflective AI we call Pythia, and it has applications across psychology, workforce development, coaching, education, and beyond.

This paper shares the origins of the model, the research that inspired it, and the implications we believe it has for human adaptability in a world rapidly reshaped by AI.

We’re publishing it openly because we want psychologists, researchers, practitioners, and technologists to have access to the underlying structure — and to help us refine it.

The world is changing quickly. People deserve tools that help them understand themselves just as clearly as organizations understand their data.

We hope this work contributes to that future.