sustAGE aims to develop a person-centered solution for promoting the concept of "sustainable work" for EU industries. The project has been formed to provide a paradigm shift in human machine interaction, building upon seven strategic technology trends, IoT, Machine learning, micro-moments, temporal reasoning, recommender systems, data analytics and gamification. Together these will deliver a composite system integrated with the daily activities at work and outside, to support employers and ageing employees to jointly increase well-being, wellness at work and productivity. The sustAGE platform guides workers on work-related tasks, recommends personalized cognitive and physical training activities with an emphasis on game and social aspects, delivers warnings regarding occupational risks and cares for their proper positioning in work tasks that will maximize team performance. sustAGE explores two critical industry domains with significant challenges and requirements: manufacturing, and transportation & logistics.