Agtonomy

Agtonomy reports operating an autonomous fleet in a Washington apple orchard and expanding its California pilot into a Washington rental program for mowing, spraying, weeding and crop transport, with seasonal and multi-year rental options.

Agtonomy embeds AI-driven automation into agricultural equipment from established manufacturers and is working with growers and partners such as Kubota and Treasury Wine Estates on real-world farm automation.

Agtonomy embeds AI-driven automation into agricultural equipment from established manufacturers and is working with growers and partners such as Kubota and Treasury Wine Estates on real-world farm automation.

Agtonomy's perception role specifies camera/LiDAR fusion into 3D or BEV representations, foundation-model-assisted auto-labeling and teacher-student distillation using field interventions, plus embedded model optimization.

Agtonomy combines autonomy, fleet management, mixed-equipment orchestration and factory-fit Physical AI for changing field, orchard and vineyard environments.

Agtonomy combines autonomy, fleet management, mixed-equipment orchestration and factory-fit Physical AI for changing field, orchard and vineyard environments.

Agtonomy announced an $18 million Series B led by DBL Partners in October 2025, with Nuveen joining and participation from existing investors.

Agtonomy has strategic equipment partnerships and investment from Kubota and is integrating automation directly into trusted off-road equipment platforms rather than relying only on retrofit pilots.

Agtonomy has strategic equipment partnerships and investment from Kubota and is integrating automation directly into trusted off-road equipment platforms rather than relying only on retrofit pilots.

Agtonomy's April 2025 third-generation release documents vision-based navigation combined with cellular/Starlink connectivity to avoid local base stations and record-and-repeat paths, remote setup using available 3D satellite imagery and mixed-equipment fleet support.

Agtonomy work spans autonomy, off-road robotics, fleet software, perception and agricultural operations; these skills transfer across field robotics but remain relatively specialized to off-road and agriculture environments.

Agtonomy work spans autonomy, off-road robotics, fleet software, perception and agricultural operations; these skills transfer across field robotics but remain relatively specialized to off-road and agriculture environments.