More talent than you see
How AI and skills make hidden potential visible. Labour scarcity is structural, but it’s rarely a shortage of people. It’s a visibility problem: talent sits hidden behind CVs, diplomas and job titles. In this keynote I flip that question, with a recognisable example such as the baker who became an EV-charger technician. Look at tasks and skills instead of fixed jobs, and you suddenly see how much agility is already inside your own organisation.
A lot of that visibility now comes from AI. Everyone talks about it, but far fewer organisations translate that conversation into clear decisions. I show what AI can genuinely do today in matching and decision-making, drawing on what I see daily at 8vance: ethical, explainable AI already running in healthcare, government and business. No black box, real evidence from practice.
Skills-based organising is the result: the best person for every job, and the best job for every person. That doesn’t start with new software. It starts with looking differently at the people already on your payroll.