RobotRisk › Agtech
Industry
Agtech
149 tracked companies; 3 companies with incident history, 3 unique documented incidents. Ranked by RobotRisk index; tick marks industry median where nonzero. All industries.
Analyst brief
The category's sole entity, Lely, is defined by one high-value class-action settlement (~$122M) over a defect in its Astronaut A4 robotic milking system. The dominant failure mode on record is a product-liability defect resolved through litigation rather than a regulatory recall or operational incident. With only one entity and one event, the data shows total concentration in a single company and a single event type; no pattern across multiple incidents or firms is evident. The record is press/litigation-driven rather than regulator-driven.
Company risk ranking
| Company | RobotRisk index (0-100) | Industry percentile | Band | Incidents |
|---|---|---|---|---|
| Lely | 18.1 |
100% | Elevated | 1 |
| Monarch Tractor | 14.9 |
99% | Low | 1 |
| DeLaval | 8.8 |
99% | Low | 1 |
| AGCO (PTx Trimble OutRun) | 0.0 |
0% | None documented | 0 |
| Agtonomy | 0.0 |
0% | None documented | 0 |
| Bluewhite | 0.0 |
0% | None documented | 0 |
| Burro | 0.0 |
0% | None documented | 0 |
| Carbon Robotics | 0.0 |
0% | None documented | 0 |
| Ecorobotix | 0.0 |
0% | None documented | 0 |
| FarmWise | 0.0 |
0% | None documented | 0 |
| GUSS | 0.0 |
0% | None documented | 0 |
| Hylio AgTech | 0.0 |
0% | None documented | 0 |
| John Deere | 0.0 |
0% | None documented | 0 |
| Naio Technologies | 0.0 |
0% | None documented | 0 |
| Sabanto | 0.0 |
0% | None documented | 0 |
| Solinftec | 0.0 |
0% | None documented | 0 |
| Verdant Robotics | 0.0 |
0% | None documented | 0 |
| Kubota | 0.0 |
0% | None documented | 0 |
| Yanmar | 0.0 |
0% | None documented | 0 |
| CNH Industrial (Case IH / New Holland) | 0.0 |
0% | None documented | 0 |
| AgXeed | 0.0 |
0% | None documented | 0 |
| SwarmFarm Robotics | 0.0 |
0% | None documented | 0 |
| Precision AI | 0.0 |
0% | None documented | 0 |
| Antobot | 0.0 |
0% | None documented | 0 |
| Odd.bot | 0.0 |
0% | None documented | 0 |
| Niqo Robotics | 0.0 |
0% | None documented | 0 |
| Stout AgTech (Stout Industrial Technology) | 0.0 |
0% | None documented | 0 |
| Aigen | 0.0 |
0% | None documented | 0 |
| FarmDroid | 0.0 |
0% | None documented | 0 |
| Greeneye Technology | 0.0 |
0% | None documented | 0 |
| Vitibot | 0.0 |
0% | None documented | 0 |
| Agreenculture | 0.0 |
0% | None documented | 0 |
| Nexus Robotics | 0.0 |
0% | None documented | 0 |
| Agrointelli | 0.0 |
0% | None documented | 0 |
| Precision Makers | 0.0 |
0% | None documented | 0 |
| Bonsai Robotics | 0.0 |
0% | None documented | 0 |
| Advanced Farm Technologies | 0.0 |
0% | None documented | 0 |
| Four Growers | 0.0 |
0% | None documented | 0 |
| Tevel Aerobotics Technologies | 0.0 |
0% | None documented | 0 |
| FFRobotics | 0.0 |
0% | None documented | 0 |
| Ripe Robotics | 0.0 |
0% | None documented | 0 |
| Fieldwork Robotics | 0.0 |
0% | None documented | 0 |
| Dogtooth Technologies | 0.0 |
0% | None documented | 0 |
| Harvest CROO Robotics | 0.0 |
0% | None documented | 0 |
| Agrobot | 0.0 |
0% | None documented | 0 |
| Octinion | 0.0 |
0% | None documented | 0 |
| Cerescon | 0.0 |
0% | None documented | 0 |
| Saga Robotics | 0.0 |
0% | None documented | 0 |
| Inaho | 0.0 |
0% | None documented | 0 |
| AGRIST | 0.0 |
0% | None documented | 0 |
| GEA Group | 0.0 |
0% | None documented | 0 |
| Fullwood JOZ | 0.0 |
0% | None documented | 0 |
| BouMatic | 0.0 |
0% | None documented | 0 |
| Afimilk | 0.0 |
0% | None documented | 0 |
| Nedap | 0.0 |
0% | None documented | 0 |
| Halter | 0.0 |
0% | None documented | 0 |
| Big Dutchman | 0.0 |
0% | None documented | 0 |
| Rovibec | 0.0 |
0% | None documented | 0 |
| Connecterra | 0.0 |
0% | None documented | 0 |
| Smaxtec | 0.0 |
0% | None documented | 0 |
| Moocall | 0.0 |
0% | None documented | 0 |
| Allflex Livestock Intelligence | 0.0 |
0% | None documented | 0 |
| Cainthus | 0.0 |
0% | None documented | 0 |
| Chore-Time | 0.0 |
0% | None documented | 0 |
| Priva | 0.0 |
0% | None documented | 0 |
| Certhon | 0.0 |
0% | None documented | 0 |
| Ridder | 0.0 |
0% | None documented | 0 |
| Viscon Group | 0.0 |
0% | None documented | 0 |
| Autogrow | 0.0 |
0% | None documented | 0 |
| Motorleaf | 0.0 |
0% | None documented | 0 |
| Source.ag | 0.0 |
0% | None documented | 0 |
| Iron Ox | 0.0 |
0% | None documented | 0 |
| IUNU | 0.0 |
0% | None documented | 0 |
| DJI Agriculture | 0.0 |
0% | Not yet assessed | 0 |
| Agerris | 0.0 |
0% | None documented | 0 |
| Fancom | 0.0 |
0% | None documented | 0 |
| Rotecna | 0.0 |
0% | None documented | 0 |
| Hotraco | 0.0 |
0% | Not yet assessed | 0 |
| Trioliet | 0.0 |
0% | None documented | 0 |
| Ecoation | 0.0 |
0% | None documented | 0 |
| Hoogendoorn Growth Management | 0.0 |
0% | None documented | 0 |
| Faromor | 0.0 |
0% | Not yet assessed | 0 |
| Tibot Technologies | 0.0 |
0% | Not yet assessed | 0 |
| SomaDetect | 0.0 |
0% | Not yet assessed | 0 |
| Steketee | 0.0 |
0% | None documented | 0 |
| Garford Farm Machinery | 0.0 |
0% | None documented | 0 |
| Havecon | 0.0 |
0% | None documented | 0 |
| eCow | 0.0 |
0% | Not yet assessed | 0 |
| Dairymaster | 0.0 |
0% | None documented | 0 |
| Waikato Milking Systems | 0.0 |
0% | None documented | 0 |
| Gallagher Animal Management | 0.0 |
0% | None documented | 0 |
| Vence | 0.0 |
0% | None documented | 0 |
| Blue Radix | 0.0 |
0% | None documented | 0 |
| LS Mtron | 0.0 |
0% | None documented | 0 |
| TYM Corporation | 0.0 |
0% | None documented | 0 |
| Vitirover | 0.0 |
0% | None documented | 0 |
| BloomX | 0.0 |
0% | None documented | 0 |
| Arugga AI Farming | 0.0 |
0% | None documented | 0 |
| Polybee | 0.0 |
0% | None documented | 0 |
| New Vision Robotics | 0.0 |
0% | None documented | 0 |
| Orchard Robotics | 0.0 |
0% | None documented | 0 |
| Greenfield Robotics | 0.0 |
0% | None documented | 0 |
| Muddy Machines | 0.0 |
0% | None documented | 0 |
| Freight Farms | 0.0 |
0% | None documented | 0 |
| Local Bounti | 0.0 |
0% | None documented | 0 |
| Upward Farms | 0.0 |
0% | None documented | 0 |
| 80 Acres Farms | 0.0 |
0% | None documented | 0 |
| iFarm | 0.0 |
0% | None documented | 0 |
| Vertical Future | 0.0 |
0% | None documented | 0 |
| Jones Food Company | 0.0 |
0% | None documented | 0 |
| LettUs Grow | 0.0 |
0% | None documented | 0 |
| Babylon Micro-Farms | 0.0 |
0% | None documented | 0 |
| Sananbio | 0.0 |
0% | None documented | 0 |
| Heliospectra | 0.0 |
0% | None documented | 0 |
| Urban Crop Solutions | 0.0 |
0% | None documented | 0 |
| Intelligent Growth Solutions | 0.0 |
0% | None documented | 0 |
| Smallhold | 0.0 |
0% | None documented | 0 |
| OnePointOne | 0.0 |
0% | None documented | 0 |
| Sensei Ag | 0.0 |
0% | None documented | 0 |
| AeroFarms | 0.0 |
0% | None documented | 0 |
| Grōv Technologies | 0.0 |
0% | None documented | 0 |
| Bloomfield Robotics | 0.0 |
0% | None documented | 0 |
| AGERpoint | 0.0 |
0% | None documented | 0 |
| Bilberry | 0.0 |
0% | None documented | 0 |
| Weed-It | 0.0 |
0% | None documented | 0 |
| Pellenc | 0.0 |
0% | None documented | 0 |
| ERO Gerätebau | 0.0 |
0% | None documented | 0 |
| Grégoire | 0.0 |
0% | None documented | 0 |
| Sitia | 0.0 |
0% | None documented | 0 |
| Wall-Ye | 0.0 |
0% | None documented | 0 |
| DroneSeed | 0.0 |
0% | None documented | 0 |
| Yamaha Motor | 0.0 |
0% | None documented | 0 |
| IoTechWorld Avigation | 0.0 |
0% | None documented | 0 |
| SAC (S.A. Christensen & Co) | 0.0 |
0% | None documented | 0 |
| Milkline | 0.0 |
0% | None documented | 0 |
| Interpuls | 0.0 |
0% | None documented | 0 |
| Kuhn Group | 0.0 |
0% | None documented | 0 |
| Lucas G | 0.0 |
0% | None documented | 0 |
| Pellon Group | 0.0 |
0% | None documented | 0 |
| Ceres Tag | 0.0 |
0% | None documented | 0 |
| FJ Dynamics | 0.0 |
0% | None documented | 0 |
| Zasso | 0.0 |
0% | None documented | 0 |
| Escarda Technologies | 0.0 |
0% | None documented | 0 |
| GreenSight Agronomics | 0.0 |
0% | None documented | 0 |
| Dahlia Robotics | 0.0 |
0% | Not yet assessed | 0 |
| Earth Rover | 0.0 |
0% | Not yet assessed | 0 |
| MetoMotion | 0.0 |
0% | Not yet assessed | 0 |
| Harvest Automation | 0.0 |
0% | Not yet assessed | 0 |
| TRIC Robotics | 0.0 |
0% | Not yet assessed | 0 |
Recent incidents
| Sev | Date | Company | Type | Location | Incident | Source |
|---|---|---|---|---|---|---|
| S2 | ~Sep 2025 | Monarch Tractor | malfunction | Burks Tractor dealership, ID, USA | Idaho dealer sues Monarch Tractor over electric tractors that could not operate autonomously · 10 tractors | TechCrunch |
| S2 | 28 Jul 2022 | DeLaval | regulatory | — | DeLaval settles defective milking robots class action for $55M · $55M settlement | Top Class Actions |
| S3 | not documented | Lely | recall | — | Lely settles Astronaut A4 robotic milking system defect class action for ~$122M · ~$122M settlement | brownfieldagnews.com |
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