The “Glocal Ecosystems and Expanded Knowledge for skills and capabilities in the food sector” (GEEK4Food) proposal will develop a working, cross-sectorial framework to support the food system transition towards sustainable and green solutions by the development of disruptive tools able boost a fluid upskilling and reskilling of the current workforce of the next generation of future professionals. This will be achieved by:(1) Design and setting of an Artificial Intelligence (AI)-based tool able to determine and forecast current and future green skills and capability needs for the food sector to timely support the development of both higher education (HE) and training design and better match the job market needs (GEEK4Food tool). (2) Design and exploit forward-looking planning in training design and implementation of HE and cross-sectoral trainings for graduates and food professionals to enhance green skills. (3) Mainstreaming innovative teaching practices and providing paths to entrepreneurial education oriented on green skills and associated technological scale-up of existing solutions via the integration of the knowledge triangle.(4) Setting an interactive learner-centric virtual platform for green skill mapping to merge learners' needs with training offers and agri-food job opportunities (3P-GEEK4Food Hub).(5) Boosting consolidating evidence- and impact-based solutions of the GEEK4Food project to embed multi-level and multi-actor policy actions that can support skill-fluidity for the green transition of the food sector.The innovation potential of GEEK4Food is based on the switch to AI-supported and impact-driven patterns to favour innovative green training and educational models at the academia, corporate and people-to-people levels. GEEK4Food will also provide tools for policy makers to promote adherence to green transition and the whole institution approaches to sustainably twin change after the EU Green Deal.