The agri-food sector is at a critical crossroads, marked by the increasing integration of digital technologies and artificial intelligence (AI). Recent FAO analyses highlight the transformative potential of these technologies to optimize production and improve the sustainability of global agri-food systems. However, this transition is not without challenges, particularly in terms of technological dependence and reluctance to adopt, especially noticeable in France.