Self‑driving tractors from companies like John Deere and AGCO are tackling labor shortages with AI, lidar, and camera systems. These machines work 24/7, enhancing productivity and reducing dependency on human operators
Robotic sprayers and compact cobots—like Kubota’s KATR—use sensors and vision to target weeds, pests, or apply chemicals precisely, significantly reducing input use while optimizing crop treatment
AI‑driven robots such as FarmWise and Terra Robotics handle weeding and harvesting without chemicals. Laser weeders and orchard bots improve efficiency and sustainability in delicate crops
IoT sensors, drones, and autonomous rovers like AGRO enable real‑time field monitoring and analytics. These systems support predictive farming, enabling data‑driven decisions and enhanced resource use