Thailand's university admission system (TCAS) is integrating AI to align student skills with labor market demands. A new TCAS Portfolio system provides equitable online portfolios accessible to universities, while AI-powered "skill mapping" connects job requirements to curricula and helps students see which majors lead to in-demand roles. The goal: prepare Thailand's workforce for a multi-career future where 42 million workers can develop portable skills that adapt as industries evolve.