Deere selects five startups to accelerate sensing, AI and automation for equipment

Deere taps five startups to speed sensing, AI and automation for equipment

MOLINE, Ill., Feb 12 (Reuters) — Deere & Company announces five startups selected for its 2026 John Deere Startup Collaborator Program, a move the company says will accelerate advanced sensing, analytics and automation for agriculture, construction and roadbuilding customers. The program, now in its eighth cohort since launching in 2019, pairs Deere engineering teams with external innovators to fast‑track technologies into practical applications on machines and mixed fleets.

The chosen companies bring complementary capabilities that Deere highlights as directly applicable to equipment uptime, precision agronomy and autonomous systems. AIRS ML offers edge‑AI that fuses sensing and machine learning for real‑time monitoring and predictive maintenance of industrial and mobility assets, intended to reduce unplanned downtime. IoTag supplies a patented telematics approach that converts raw machine operating data into actionable insights for optimizing performance across mixed fleets commonly found on farms and construction sites.

Other collaborators include resonAg, which adapts medical and mining sensing technologies into advanced soil‑sensing systems to sharpen precision agriculture inputs; TorqueAGI, developing an AI foundation model designed to give enterprise robots improved real‑world reasoning and autonomy; and Aerobotics, which combines drone and mobile imagery with computer vision and AI to deliver fruit industry customers with yield estimation and operational optimization tools. Deere leaders stress the cohort’s combined focus on real‑time equipment and fleet insights, advanced sensing, AI‑driven robotics and digital crop intelligence as a way to move faster from concept to field‑ready products that improve precision, productivity and sustainability.

The Collaborator Program frames these partnerships as part of Deere’s broader engineering pipeline, with the intent to integrate startup capabilities into the company’s product platforms for agriculture, construction, forestry, turf and power systems. Deere says the collaborations aim to deliver practical innovations — not just prototypes — that scale across its dealer and customer networks.

Program roots and company context

Launched in 2019, the John Deere Startup Collaborator Program now enters its eighth year as Deere balances internal R&D with outside innovation to accelerate time‑to‑market. The company reiterates its nearly 200‑year history of equipment innovation while positioning the program as a mechanism to inject fast‑moving software and sensing advances into traditional heavy‑equipment development cycles.

Industry and customer impact

Analysts and customers say the integration of edge AI, telematics, advanced soil sensing and robotics could tighten feedback loops between field conditions and machine behavior, supporting more sustainable input use, higher productivity and lower operating costs across diversified agricultural and construction operations. Deere invites stakeholders to learn more at deere.com/en/news/.