RobotRisk Autonomous Systems Incident & Risk Register
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Industry

Agtech

149 tracked companies; 3 companies with incident history, 3 unique documented incidents. Ranked by RobotRisk index; tick marks the industry median across companies with documented incidents, where nonzero. All industries.

14.9/100Median index across the 3 Agtech companies with incident history (149 tracked, 146 with none)
3Companies with incident history
3Unique documented incidents
S3Highest severity on file

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.

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Company risk ranking

Index 0-100: each documented incident is weighted by severity and by how well-sourced it is, discounted as it ages (half its weight every 3 years), then summed per company and scaled on a log curve so the highest-risk company worldwide is 100. Rank in industry: position among companies in the same industry that have at least one documented incident. Band groups the index: Critical (75+), High (45-74), Elevated (15-44), Low (under 15 with at least one incident); None documented means no public incident was found, which is not proof of safety.

CompanyRobotRisk index (0-100)Rank in industryBandIncidents
Lely
18.1
1 of 3 Elevated 1
Monarch Tractor
14.9
2 of 3 Low 1
DeLaval
8.8
3 of 3 Low 1

Recent incidents

SevDateCompanyTypeLocationIncidentSource
S2~Sep 2025Monarch Tractor malfunction Burks Tractor dealership, ID, USAIdaho dealer sues Monarch Tractor over electric tractors that could not operate autonomously · 10 tractors TechCrunch
S228 Jul 2022DeLaval regulatory DeLaval settles defective milking robots class action for $55M · $55M settlement Top Class Actions
S3not documentedLely recall Lely settles Astronaut A4 robotic milking system defect class action for ~$122M · ~$122M settlement brownfieldagnews.com
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