John Deere Welcomes Core AI and Robotics Innovators to its 2026 Startup Collaborator Program
MOLINE, Illinois — Deere & Company (NYSE: DE) has officially announced the selected cohort of technology companies for its prestigious 2026 Startup Collaborator Program. This global corporate initiative, launched in 2019, is designed to nurture early-stage technology companies by providing structured access to John Deere’s engineering expertise, extensive dealer networks, and real-world farm testing environments to validate innovative agricultural concepts.
The 2026 cohort features five innovative startups specializing in machine learning, precision computer-vision analytics, and advanced agricultural robotics. Over the course of the year-long collaboration, these startups will work closely alongside John Deere’s engineering divisions to test, refine, and integrate their systems, helping bridge the gap between theoretical software models and rugged field machinery.
Introducing the 2026 Startup Collaborator Cohort
The selected companies represent the cutting edge of modern digital agricultural innovation:
- TorqueAGI: A pioneer in specialized foundation models for autonomous machinery controls, focusing on developing adaptive neural networks that handle difficult terrain and varying field soils without operator intervention.
- Aerobotics: An advanced crop analytics platform that processes high-resolution satellite and drone imagery, employing machine learning models to detect tree-level fruit counts, health issues, and yield estimates.
- AIRS ML: A startup developing real-time computer vision systems optimized for robotic weeding, specializing in edge-computing neural networks that operate under difficult, high-glare field lighting.
- resonAg: An innovative developer utilizing acoustic sensor arrays and machine learning algorithms to monitor crop and soil health, capturing micro-acoustic signals associated with moisture levels and plant stress.
Accelerating the Path to Field Commercialization
By embedding these startups into its innovation pipeline, John Deere aims to accelerate the commercialization of specialized field technologies. Startups gain invaluable insights into machinery integration, international data standards, and user-interface protocols, while John Deere continues to expand its digital capabilities in autonomous navigation, precision crop care, and smart machinery implementations.