RobotRisk Autonomous Systems Incident & Risk Register
RobotRisk / warehouse automation / Amazon

Amazon

Products: n/a. Risk band: Elevated   RobotRisk index 33.6/100 (incidents/exposure, time-weighted) · 100th percentile of 273 warehouse automation companies.

Analyst brief

The register carries eight entries for Amazon spanning 2018 to 2026, split between Prime Air drone airframe failures and warehouse labor-safety findings tied to automation pace. Drone entries (five of eight) show a recurring pattern of crashes and malfunctions, including two FAA/federal investigations, with severity concentrated at 2-3 and one sensor-removal finding directly implicating a design change. The warehouse-side entries are regulator- and investigative-press-driven, including an OSHA citation and a serious-injury-rate finding, plus one severity-4 chemical-exposure incident from a robotic puncture. At index 33.7 and the 100th percentile of warehouse-automation, Amazon sits at the top of its category by this measure. The record reflects a multi-year, multi-subsystem pattern rather than an isolated event, spanning both aerial delivery hardware and ground fulfillment operations.

Entries by year and severity

232018 S4: 11182020 S3: 11202024 S3: 11242025 S2: 22025 S3: 13252026 S2: 1126
S1S2S3S4S5

By incident type

By severity

RobotRisk index vs warehouse automation alternatives

Comparisons over time

RobotRisk index over time

Yearly entries vs category average

malfunction over time vs category

crash over time vs category

injury over time vs category

regulatory over time vs category

Incident log (8 unique incidents)

SevDateTypeLocationIncidentSource
S207/29
2026
crash Darlington, England, UKAmazon Prime Air delivery drone crashes into garden in Darlington · 1 drone BBC
S311/2025 malfunction Waco, TX, USAAmazon Prime Air drone severs cable in Waco, Texas, prompting FAA probe CNBC
S210/01
2025 · 10:00
crash USAAmazon Prime Air drones crash, federal investigation opened · 2 drones 20 Minutes
S205/2025 malfunction Tolleson, AZ, USAAmazon delivery drone makes crash landing at Tolleson apartment complex · single MK30 delivery drone azfamily.com
S312/16
2024
malfunction Pendleton, OR, USAAmazon Prime Air delivery drones crash after backup rain/landing sensor removed from MK30 design · MK30 delivery drone fleet New York Post / Bloomber
S309/2020 injury Reveal investigation: Amazon's robotic fulfillment centers have higher serious injury rates · 23 fulfillment centers analyzed AI Incident Database
S412/2018
~06:05 EST
injury Robbinsville, NJ, USARobot punctures bear repellent can, sickens dozens of warehouse workers · 1 robot/incident, 24 hospitalized NPR
S3 regulatory Federal OSHA cites Amazon for ergonomic hazards tied to robotic/automated pace of work · 3+ facilities cited, up to $46,875 in … CNBC

Alternatives in warehouse automation

Robot Palletizer (Dallas)Dearborn Mid-WestOcado Intelligent AutomationAttaboticsDematicSSI SchaeferMHS Global1MRobotics
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