Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- MQ-9 Reaper at Marine Corps Air Station Cherry Point, North Carolina[OPERATIONAL]
Marine Corps Air Station Cherry Point, North Carolina · Aug 8, 2023 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at Naval Air Station Corpus Christi, Texas[OPERATIONAL]
Naval Air Station Corpus Christi, Texas · Feb 16, 2009 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at 12th Air Base, Poland[OPERATIONAL]
12th Air Base, Poland · Aug 1, 2022 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at 71st Air Base, Romania[OPERATIONAL]
71st Air Base, Romania · Feb 1, 2021 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at INS Rajali, Tamil Nadu, India[OPERATIONAL]
INS Rajali, Tamil Nadu, India · Nov 1, 2020 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at Cognac Air Base, France[OPERATIONAL]
Cognac Air Base, France · Jan 1, 2014 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at United Kingdom (RAF Waddington)[OPERATIONAL]
United Kingdom (RAF Waddington) · Apr 27, 2013 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at Creech Air Force Base, Nevada[OPERATIONAL]
Creech Air Force Base, Nevada · May 1, 2007 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at Holloman AFB, New Mexico, USA[OPERATIONAL]
Holloman AFB, New Mexico, USA · Oct 29, 2009 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at United States Air Force (global operations)[OPERATIONAL]
United States Air Force (global operations) · May 1, 2007 · General Atomics · MQ-9 Reaper
Details - MQ-9 Reaper at United States[OPERATIONAL]
United States · May 1, 2007 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at Poway[OPERATIONAL]
Poway · Jan 1, 2007 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at Global[OPERATIONAL]
Global · Jun 1, 2024 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - MQ-9 Reaper at Creech Air Force Base[OPERATIONAL]
Creech Air Force Base · Jun 1, 2024 · General Atomics Aeronautical Systems · MQ-9 Reaper
Details - Neros FPV Drone at United States[OPERATIONAL]
United States · Jan 1, 2025 · Neros Technologies · Neros FPV Drone
Details
Hardware Platforms & Robot Models
[1576 Indexed]- AutoMine[PRODUCTION][2020–2024]
Sandvik's AutoMine is a mining automation ecosystem spanning loaders, trucks, drills, and mapping with tele-remote and fully autonomous modes; long established underground, it extended to surface drill-and-blast with AutoMine Surface Fleet in 2025.
Sandvik · food-service · 3 deployments
View spec - Automower 410 iQ[PRODUCTION][2024]
The Automower 410 iQ is a robotic lawn mower produced by Husqvarna Automower.
Husqvarna Automower · food-service · 3 deployments
View spec - Automower 420 iQ[PRODUCTION][2024]
The Automower 420 iQ is a robotic lawn mower manufactured by Husqvarna Automower.
Husqvarna Automower · food-service · 3 deployments
View spec - Automower 430V NERA[PRODUCTION][2024]
The Automower 430V NERA is an autonomous robotic lawn mower designed to independently cut grass over large residential areas.
Husqvarna Automower · food-service · 3 deployments
View spec - Automower 435 iQ AWD[PRODUCTION][2024]
The Automower 435 iQ AWD is a robotic lawn mower produced by Husqvarna Automower.
Husqvarna Automower · food-service · 3 deployments
View spec - Automower 440 iQ[PRODUCTION][2024]
The Automower 440 iQ is a robotic lawn mower produced by Husqvarna Automower.
Husqvarna Automower · food-service · 3 deployments
View spec - Autonomous Freightliner Cascadia (Torc)[PRODUCTION][2022–2024]
Daimler Truck's 5th-generation autonomous-ready Freightliner Cascadia, engineered with redundant braking and steering and 1,500+ requirements for series production, integrated with Torc's Virtual Driver.
Torc Robotics · food-service · 3 deployments
View spec - Autonomous Haulage System (AHS)[PRODUCTION][2020]
Hitachi Construction Machinery's Autonomous Haulage System (AHS) enables driverless operation of ultra-class haul trucks at open-pit mines.
Hitachi Construction Machinery · food-service · 1 deployment
View spec - Autonomous Pallet Jack[PRODUCTION][2018]
Vecna Robotics' Autonomous Pallet Jack is a high-speed, high-capacity AMR for long-range pallet transport in warehousing, distribution, and manufacturing; a co-bot version built on a Big Joe pallet jack showed up to ~45% throughput improvement over manual work.
Vecna Robotics · food-service · 2 deployments
View spec - Autonomous Vessel System[PRODUCTION][2022]
Autonomous vessel control and monitoring system.
Kongsberg Maritime · food-service · 1 deployment
View spec - AutoStrad[PRODUCTION][2007]
Kalmar's AutoStrad is an automated straddle carrier system for container terminals, powered by the Kalmar One Automation System.
Kalmar · food-service · 1 deployment
View spec - Avidbots Kas[PRODUCTION][2024]
Avidbots' compact autonomous cleaning robot, extending the Avidbots line (Neo family) into smaller/tighter commercial spaces with the same in-house Avidbots autonomy.
Avidbots · food-service · 1 deployment
View spec - Avidbots Neo[PRODUCTION][2024–2026]
Autonomous floor-scrubbing robot for large commercial spaces (airports, malls, warehouses).
Avidbots · food-service · 5 deployments
View spec - AZAK S26 UGV[PRODUCTION][2024]
Modular unmanned ground vehicle with patented in-wheel drive technology.
ZeroAlpha Solutions · food-service · 2 deployments
View spec - BAE Systems ARCIMS USV[PRODUCTION][2024]
Approximately 11m autonomous/remote/crewed uncrewed surface vessel for mine countermeasures (ATLAS Remote Combined Influence Minesweeping System), built by ATLAS Elektronik UK (a BAE Systems company).
BAE Systems · food-service · 1 deployment
View spec
Real-World Incidents & Failure Modes
[732 Logged]- ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-14923)[COLLISION]
Apr 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-14924)[COLLISION]
Apr 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-14925)[COLLISION]
Apr 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-14926)[COLLISION]
Apr 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-14974)[COLLISION]
May 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-15016)[COLLISION]
Apr 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-15093)[COLLISION]
May 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-15099)[COLLISION]
May 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-15100)[COLLISION]
May 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Austin, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-15148)[COLLISION]
May 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-15189)[COLLISION]
May 1, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - Avride delivery rover crashed into parked car in Moscow and fled the scene, first recorded delivery robot hit-and-run[PROPERTY DAMAGE]
Jul 7, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Peachtree Corners, GA involving a TOYOTA Sienna (NHTSA SGO 30413-11487)[COLLISION]
Jul 1, 2025 · May Mobility · May Mobility Autonomous Sienna · Toyota City, Japan
Details - ADS crash report in Atlanta , GA involving a TOYOTA Sienna (NHTSA SGO 30413-11489)[COLLISION]
Jul 1, 2025 · May Mobility · May Mobility Autonomous Sienna · Toyota City, Japan
Details - ADS crash report in Peachtree Corners, GA involving a TOYOTA Sienna (NHTSA SGO 30413-11593)[COLLISION]
Aug 1, 2025 · May Mobility · May Mobility Autonomous Sienna · Toyota City, Japan
Details
Active Manufacturers & Operators
[1062 Tracked]- Boston Dynamics
[SUBSIDIARY] · 5 models · 47 deployments · Funding: $880M
Inspect - Tesla
[PUBLIC] · 4 models · 40 deployments
Inspect - Unitree Robotics
[PUBLIC] · 10 models · 29 deployments · Funding: $2.2B
Inspect - UBTech Robotics
[PUBLIC] · 5 models · 21 deployments · Funding: $1.8B
Inspect - Agility Robotics
[PUBLIC] · 3 models · 18 deployments · Funding: $1.8B
Inspect - Dobot
[ACTIVE] · 6 models · 13 deployments · Funding: $88M
Inspect - Figure AI
[PRIVATE] · 3 models · 11 deployments · Funding: $1.7B
Inspect - 1X Technologies
[PRIVATE] · 4 models · 10 deployments · Funding: $247M
Inspect - AgiBot
[PRIVATE] · 5 models · 7 deployments · Funding: $112M
Inspect - Apptronik
[PRIVATE] · 3 models · 8 deployments · Funding: $1.5B
Inspect - Humanoid
[PRIVATE] · 3 models · 5 deployments · Funding: $302M
Inspect - Fourier Intelligence
[PRIVATE] · 4 models · 6 deployments · Funding: $92M
Inspect - Yingzhi XBOT
[PRIVATE] · 3 models · 6 deployments · Funding: $89M
Inspect - Infiforce
[PRIVATE] · 3 models · 5 deployments · Funding: $150M
Inspect - LimX Dynamics
[PRIVATE] · 2 models · 5 deployments · Funding: $200M
Inspect
Regulatory Policies & Safety Standards
[53 Filings]- ANSI/A3 R15.08 - Industrial mobile robot (IMR) safety[in effect]
United States · safety standard
Inspect filing - ANSI/CAN/UL 3300:2024 - Safety for service, communication, information, education and entertainment (SCIEE) robots[in effect]
United States · safety standard
Inspect filing - ANSI/RIA R15.06 - US industrial robot and robot-system safety (adoption of ISO 10218)[in effect]
United States · safety standard
Inspect filing - BIS AI Diffusion Framework (Jan 13 2025)[in effect]
United States · operational restriction
Inspect filing - BIS Oct 17 2023 tightening of AI chip export controls[in effect]
United States · operational restriction
Inspect filing - FERC orders the six RTOs and ISOs to justify or reform large-load interconnection rules[in effect]
United States · operational restriction
Inspect filing - NIST AI Risk Management Framework (AI RMF 1.0): Voluntary Guidelines for Trustworthy AI[in effect]
United States · safety standard
Inspect filing - NVIDIA H20 China export licensing requirement (April 2025)[in effect]
United States · operational restriction
Inspect filing - ERCOT opens a fast-track grid-connection path for large flexible loads (Batch Zero and PCLR)[in effect]
Texas · operational restriction
Inspect filing - Texas pauses new data-center grid connections pending a statewide PUCT and ERCOT audit[in effect]
Texas · operational restriction
Inspect filing - Virginia Governor Spanberger signs Executive Order 22: state agencies barred from NDAs on data center projects[in effect]
Virginia · other
Inspect filing - EU AI Act Annex III High-Risk Compliance Deadline Extended to December 2, 2027[proposed]
European Union · data protection
Inspect filing - EU AI Act Transparency Rules: Marking and Detection Requirements (December 2, 2026)[proposed]
European Union · data protection
Inspect filing - EU AI Act: High-Risk AI System Obligations Enter Into Force (August 2, 2026)[in effect]
European Union · data protection
Inspect filing - EU Artificial Intelligence Act (Regulation (EU) 2024/1689)[in effect]
European Union · other
Inspect filing