From Skills Data to Skills Experience: How AI and Manager Judgment Shape the Future of Work

Skills strategies often fail when they stop at mapping and taxonomy. In this episode of Talent Alchemy, Nena Dimovska, Head of People Success at Semos Cloud, explains why skills only create value when they actively shape daily decisions. The conversation explores how AI, manager agents, and real work signals can turn skills into lived experiences that improve feedback quality, career clarity, and leadership judgment, while keeping humans accountable for the final call.