Agtonomy develops physical-AI autonomy software for agricultural and off-road equipment, embedded at the factory level into machines from established OEM brands rather than sold as an aftermarket kit or as its own tractor. This partnership model avoids the capital intensity and dealer-network problem of becoming a machinery manufacturer. The platform combines GPS guidance, computer vision, fleet intelligence and a purpose-built software architecture so tractors and implements can perceive surroundings, interpret field conditions and complete mowing, hauling, in-row, open-field and transport tasks. Operators plan and assign jobs in an app, monitor live progress and equipment health remotely with alerts, and review post-job performance reports, managing mixed fleets from one interface. The focus is specialty crops such as vineyards and orchards, plus turf, on both diesel and electric platforms.
Funding
Agtonomy raised an $18 million Series B announced on 28 October 2025, led by DBL Partners with new investor Nuveen and existing investors Autotech Ventures, Allison Transmission, Rethink Food and Black Forest Ventures participating.