AI has a vast potential for applications to support a transition towards a more sustainable agroecosystems management. This project aims to unlock that potential by: advancing AI and Earth Observation tools for agroecosystem monitoring and management, building capacity with Agroscope and drawing the AI community’s attention to challenges that matter for sustainable food systems.