AI-MindSET aims to modernize VET education by integrating AI-driven, neuroscience-informed entrepreneurship training. The project will equip VET educators and learners with adaptive learning tools, AI-powered business simulations, and cognitive skill development strategies, ensuring future-proof employability. Sustainable adoption will be fostered through policy integration, certification frameworks, and a European knowledge-sharing network.