John Deere :: Agricultural, Construction & Forestry Machinery

John Deere (Deere & Company) is one of the world’s largest manufacturers of agricultural, construction, and forestry machinery. Through its Autonomous Solutions division, the company has become a pioneer in agricultural robotics and autonomy. Headquartered in Moline, Illinois, John Deere has invested heavily in AI, computer vision, and robotics to address labor shortages, improve productivity, and support sustainable farming practices. Their autonomous systems represent a major shift from operator-driven equipment to intelligent, self-operating machines that can work around the clock with minimal human intervention.

John Deere’s autonomous technology focuses on high-value, repetitive field operations such as tillage, planting, and spraying. The company’s approach combines robust hardware, advanced perception systems, and cloud connectivity to deliver safe, reliable autonomy in real-world farming conditions.

Key robot-based products include:

• Fully Autonomous Tractor: John Deere’s flagship autonomous solution, currently available for tillage operations. It features a fully equipped cab with optional manned operation, but can run completely hands-free. The tractor uses 16 advanced 360-degree cameras for full environmental awareness, a high-speed processor, and a neural network that processes images in about 100 milliseconds to detect obstacles and make safe decisions. It supports remote monitoring and control via the John Deere Operations Center app.
• Autonomy Precision Upgrade: A retrofit kit that adds autonomy-ready components to existing 8R, 8RX, 9R, and 9RX tractors, as well as compatible tillage tools (e.g., CC Series Coulter Chisels, 2430 Chisel Plow, 2230FH Field Cultivator, HSD Series High-Speed Disks, etc.). This allows owners of newer compatible equipment to upgrade to autonomous capability without purchasing an entirely new machine.
• See & Spray™ Technology: An AI-powered precision spraying system (integrated on sprayers) that uses computer vision to identify weeds in real time and apply herbicides only where needed, significantly reducing chemical usage. While not a full robot, it represents advanced robotic perception in field operations.

John Deere’s autonomous systems emphasize safety (with multiple redundant fail-safes), remote oversight, and seamless integration with the John Deere Operations Center for live video, alerts, and performance tracking. The company continues to expand its autonomy portfolio, with future applications planned for planting, harvesting, and other operations.