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]- Elbit Skylark[PRODUCTION][2009–2020]
Family of mini-UAV systems operated by IDF Sky Rider units and exported to multiple countries for tactical surveillance.
Elbit Systems · drones · 2 deployments
View spec - MQ-25 Stingray[PRODUCTION][2025]
Boeing MQ-25 Stingray carrier-based aerial refueling drone for US Navy.
Boeing · drones · 1 deployment
View spec - SWITCH V2[PRODUCTION][2021]
ideaForge SWITCH is a fixed-wing VTOL hybrid UAV built in India for long-range surveillance, security, and defense missions.
ideaForge Technology · drones · 1 deployment
View spec - DJI Matrice 4 Series[PRODUCTION][2024]
DJI's enterprise drone platform (Matrice 4E and Matrice 4T), announced January 2025, for industrial operations: mapping/survey (4E) and thermal/inspection/public-safety (4T).
DJI · drones · 1 deployment
View spec - Matternet Station[PRODUCTION][2024]
Matternet's automated ground docking station for autonomous drone loading, battery swap, and takeoff/landing, enabling fixed-route delivery networks (e.g.
Matternet · drones · 1 deployment
View spec - Teal Black Widow[PRODUCTION][2024]
The Teal Black Widow is a soldier-borne ISR rucksack quadcopter made by Teal Drones, a subsidiary of Red Cat Holdings (NASDAQ: RCAT), and is recorded in the aerial form factor as the US Army Short Range Reconnaissance program drone.
Red Cat Holdings · drones · 1 deployment
View spec - Stark attack drone (kamikaze/loitering munition)[PRODUCTION][2027]
AI-powered attack and kamikaze (loitering munition) drone designed for European defence forces.
Stark Defence · drones · 1 deployment
View spec - Autel Dragonfish[PRODUCTION][2024]
Tilt-rotor VTOL fixed-wing drone series (Lite/Standard/Pro) for long-endurance surveillance and mapping; debuted at CES 2021.
Autel Robotics · drones · 1 deployment
View spec - AeroVironment Puma[PRODUCTION][2024]
Hand-launched small unmanned aircraft system (Puma AE / Puma 3 AE / Puma LE) for ISR, long-fielded with the US military and allies.
AeroVironment · drones · 1 deployment
View spec - MQ-9 Reaper[PRODUCTION][2007]
The MQ-9 Reaper (Predator B) is a medium-altitude long-endurance unmanned aerial vehicle developed by General Atomics Aeronautical Systems (GA-ASI) for the U.S.
General Atomics · drones · 1 deployment
View spec - Wing Autoloader[PRODUCTION][2024]
Wing's curbside autoloading system: retail associates place an order on the device and the aircraft picks it up by tether with no further human intervention, enabling integration with existing stores.
Wing · drones · 1 deployment
View spec - Parrot ANAFI USA[PRODUCTION][2024]
Made-in-USA professional/public-safety micro-drone, NDAA/TAA-compliant and selected for the US DIU Blue UAS / Army Short-Range Reconnaissance framework.
Parrot · drones · 1 deployment
View spec - XAG agricultural drones (P/V-series)[PRODUCTION][2024]
XAG, headquartered in Guangzhou and founded in 2007 before pivoting to agriculture around 2013 under co-founders Peng Bin, a former Microsoft engineer, and Gong Jinqin, is a major Chinese agricultural-drone maker and a key competitor to DJI's Agras line.
XAG · drones · 1 deployment
View spec - Ukrainian FPV Loitering Munitions[PRODUCTION][2022]
First-person view (FPV) drones repurposed as loitering munitions are the backbone of Ukraine's drone warfare.
Ukrainian Armed Forces · drones · 1 deployment
View spec - Perimeter 8[PRODUCTION][2026]
Hybrid-electric multirotor drone with world-record 13-hour 4-minute endurance and 10 kg payload capacity.
Skyfront · drones · 1 deployment
View spec
Real-World Incidents & Failure Modes
[732 Logged]- ADS crash report in Las Vegas, NV involving a ZOOX Zoox (NHTSA SGO 30610-15064)[COLLISION]
Apr 1, 2026 · Zoox · Zoox Robotaxi · Miami
Details - ADS crash report in Las Vegas, NV involving a ZOOX Zoox (NHTSA SGO 30610-15065)[COLLISION]
Apr 1, 2026 · Zoox · Zoox Robotaxi · Miami
Details - ADS crash report in Las Vegas, NV involving a ZOOX Zoox (NHTSA SGO 30610-15295)[COLLISION]
May 1, 2026 · Zoox · Zoox Robotaxi · Miami
Details - ADS crash report in Austin, TX involving a TOYOTA Highlander (NHTSA SGO 30610-15465)[COLLISION]
Jun 1, 2026 · Zoox · Zoox Robotaxi · Miami
Details - NHTSA issues first-ever demonstration exemption to Zoox under expanded Automated Vehicle Exemption Program[REGULATORY ACTION]
Aug 6, 2025 · Zoox · Zoox Robotaxi · Miami
Details - Zoox recalls 270 ADS vehicles (NHTSA 25E-037) over moving near undetected pedestrians[RECALL]
May 22, 2025 · Zoox · Zoox Robotaxi · Miami
Details - ADS Software Error May Cause Crash[RECALL]
Apr 25, 2025 · Zoox · Zoox Robotaxi · Miami
Details - Zoox recalls entire 105-vehicle fleet after robotaxi drove into smoke-filled active fire scene[RECALL]
Jul 17, 2026 · Zoox · Zoox Robotaxi · Phoenix
Details - NHTSA grants Zoox temporary exemption to commercially deploy up to 2,500 robotaxis annually[REGULATORY ACTION]
Jul 30, 2026 · Zoox · Zoox Robotaxi · Miami
Details - Zoox recalls 332 self-driving vehicles due to software issue[RECALL]
Jan 15, 2026 · Zoox · Zoox Robotaxi · Miami
Details - Zoox recalls entire 105-vehicle fleet because robotaxis may not detect heavy smoke and could impede emergency responders[RECALL]
Jul 17, 2026 · Zoox · Zoox Robotaxi · Miami
Details - NHTSA seeks public comment on Zoox FMVSS exemption petition for autonomous robotaxi[REGULATORY ACTION]
Feb 15, 2026 · Zoox · Zoox Robotaxi · Miami
Details - NHTSA grants first Automated Vehicle Exemption to Zoox[REGULATORY ACTION]
Jun 3, 2026 · Zoox · Zoox Robotaxi · Miami
Details - Four Zoox robotaxis stalled on Hacienda Avenue near the Las Vegas Strip, blocking traffic lanes[TRAFFIC DISRUPTION]
Apr 1, 2026 · Zoox · Zoox Robotaxi · Miami
Details - Zoox robotaxi stalled at Flamingo Road and Valley View intersection in Las Vegas[TRAFFIC DISRUPTION]
Jun 1, 2026 · Zoox · Zoox Robotaxi · Miami
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