Delve into the transformative impact of AI and satellite-based Earth Observation data on agriculture, particularly in revolutionizing farming methods, enhancing risk management, shaping agricultural insurance, and bolstering global food security. This shift aligns with the imperative to decarbonize the agricultural sector, paving the way for a more secure and sustainable food future.