HEALTH-LOG-AI aims to empower healthcare logistics professionals to address the rapid evolution of AI by developing a holistic AI literacy framework and an innovative learning methodology toolkit. The project focuses on equipping managers and workers, particularly in the final tiers of the supply chain (e.g., service providers and pharmacists) with AI skills, and innovate VET AI programs, bridging the critical gap in AI education and training within the healthcare logistics sector.