Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- Kime at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Macco Robotics · Kime
Details - Linkerbot Hand at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · Linkerbot · Linkerbot Hand
Details - Linkerbot Hand at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Linkerbot · Linkerbot Hand
Details - MagicBot Z1 at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · MagicLab · MagicBot Z1
Details - MagicBot Z1 at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · MagicLab · MagicBot Z1
Details - Maker H01 at Hubei Humanoid Robot Innovation Center, China[OPERATIONAL]
Hubei Humanoid Robot Innovation Center, China · Feb 2, 2026 · GigaAI · Maker H01
Details - Memo at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Sunday Robotics · Memo
Details - Memo at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Sunday Robotics · Memo
Details - MenteeBot at Israel, Asia[OPERATIONAL]
Israel, Asia · Jun 1, 2024 · Mentee Robotics · MenteeBot
Details - MenteeBot at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Mentee Robotics · MenteeBot
Details - Mitra at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Invento Robotics · Mitra
Details - Mitra at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Invento Robotics · Mitra
Details - Mornine at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · Chery Robotics · Mornine
Details - Mornine at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Chery Robotics · Mornine
Details - NAO at Hertfordshire, United Kingdom[OPERATIONAL]
Hertfordshire, United Kingdom · Jan 1, 2011 · Aldebaran Robotics · NAO
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]- Tesla driver charged with manslaughter after FSD crash into Texas home kills woman[FATALITY]
Jun 19, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - First recorded Tesla Semi fatal crash kills two people in Nevada[FATALITY]
Jun 28, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Semi involved in first fatal crash, killing 2 in Nevada[FATALITY]
Jun 30, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla FSD driver charged with manslaughter after fatal crash into Texas home kills 76-year-old resident[FATALITY]
Jul 2, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla driver charged with manslaughter in Katy crash was Googling 'FSD too timid'[FATALITY]
Jul 3, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla technician sues for 51M after FANUC robot arm knocked him unconscious at Fremont factory[INJURY]
Jul 22, 2023 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi teleoperator drove vehicle into metal fence causing minor injury[INJURY]
Jul 1, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi rear-ended by SUV at 2 mph, safety monitor reported pain and sought medical evaluation[INJURY]
Jul 15, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla robotics technician sues for 1M after FANUC robot accident at Fremont factory[INJURY]
Sep 30, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA escalates Tesla Full Self-Driving probe to Engineering Analysis covering 3.2M vehicles[REGULATORY ACTION]
Mar 19, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-11375)[COLLISION]
Jul 1, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-11459)[COLLISION]
Jul 1, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-11507)[COLLISION]
Jul 1, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-11687)[COLLISION]
Sep 1, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-11784)[COLLISION]
Sep 1, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
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