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]- Landroid Vision Cloud 4WD WR344E[PRODUCTION][2024]
The Landroid Vision Cloud 4WD WR344E is a robotic lawn mower produced by WORX Landroid.
WORX Landroid · food-service · 3 deployments
View spec - Landroid WR340E[PRODUCTION][2024]
WORX Landroid WR340E is a fully autonomous robotic lawn mower with four-wheel drive and RTK (Real-Time Kinematic) precision navigation, designed to maintain sloped terrain lawns automatically without human intervention.
WORX Landroid · food-service · 2 deployments
View spec - LaserWeeder[PRODUCTION][2022]
Carbon Robotics (founded 2018, Seattle, Washington; founder and CEO Paul Mikesell) makes the commercial LaserWeeder, which combines computer vision with high-power lasers to kill weeds without chemicals.
Carbon Robotics · food-service · 4 deployments
View spec - LaserWeeder G2[PRODUCTION][2022–2026]
Carbon Robotics' LaserWeeder G2 is a faster, lighter, modular line of AI laser-weeding implements (240W lasers, upgraded NVIDIA GPUs) spanning models from G2 200 (6.6 ft) to G2 1800 (60 ft) for farms from specialty vegetables to large-scale organic corn and soybeans.
Triangle Farms · food-service · 2 deployments
View spec - Leaderdrive Harmonic Reducer[PRODUCTION][2024]
Leaderdrive's harmonic reducers (strain-wave gearboxes) serve as precision joints in industrial collaborative robots and humanoid robots.
Leaderdrive (Leader Harmonious Drive Systems Co., Ltd.) · food-service · 2 deployments
View spec - Leonidas HPM[PRODUCTION][2023]
High-power microwave (HPM) directed energy weapon system that neutralizes swarming, fiber-optic, and autonomous drone threats.
Epirus · food-service · 1 deployment
View spec - LIBERTY Endovascular Robotic System[PRODUCTION][2024–2026]
Microbot Medical is a Hingham, MA-based commercial-stage medical device company (Nasdaq: MBOT) that developed the LIBERTY Endovascular Robotic System, the first FDA-cleared single-use, remotely operated robotic system for peripheral endovascular procedures.
Microbot Medical · food-service · 5 deployments
View spec - Licerion[PRODUCTION][2024]
Sion Power's proprietary lithium-metal battery platform delivering up to 500 Wh/kg — twice the energy density of conventional lithium-ion.
Sion Power Corporation · food-service · 2 deployments
View spec - LIFTBOT[PRODUCTION][2025]
Kewazo's LIFTBOT is a robotic material hoist that automates the transport of scaffolding and materials up construction sites and industrial plants, cutting man-hours and collecting operational data.
Kewazo · food-service · 1 deployment
View spec - Limitless Pendant[PRODUCTION][2024]
The Limitless Pendant is a wearable AI voice recorder (a clip/pendant) from Limitless, the company formerly known as Rewind AI (founder Dan Siroker, ex-Optimizely).
Limitless · food-service · 1 deployment
View spec - LimX Dynamics W1[PRODUCTION][2024]
Wheeled quadruped that can switch between quadruped and biped stance; real-time terrain perception with autonomous gait planning and autonomous stair-climbing.
LimX Dynamics · food-service · 5 deployments
View spec - Lingo[PRODUCTION][2024]
Lingo is Abbott's over-the-counter continuous glucose monitor biosensor for non-diabetic and wellness consumers, built on the FreeStyle Libre sensor platform, and it is recorded in the biometric form factor as a narrow boundary include and the second glucose example alongside Dexcom Stelo.
Abbott · food-service · 1 deployment
View spec - Lionel[PRODUCTION][2020]
Autonomous floor-marking robot fleet for exhibitions and large indoor spaces.
August Robotics · food-service · 1 deployment
View spec - LionsBot R3 Scrub Pro[PRODUCTION][2024]
Autonomous floor-scrubbing robot (cylindrical brushes, 0 cm edge cleaning) with in-house autonomy; MagicTag enables 'Zero Click' operation.
LionsBot · food-service · 1 deployment
View spec - Living.ai EMO[PRODUCTION][2024]
EMO is a desktop AI companion robot developed by Living.ai (LIVING Technology Co.
Living.ai · food-service · 2 deployments
View spec
Real-World Incidents & Failure Modes
[732 Logged]- ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-11786)[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 13781-11787)[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 13781-11986)[COLLISION]
Oct 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 13781-13237)[COLLISION]
Nov 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 13781-13644)[COLLISION]
Jan 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-13645)[COLLISION]
Jan 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-13646)[COLLISION]
Jan 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-13647)[COLLISION]
Dec 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 13781-13648)[COLLISION]
Jan 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-14043)[COLLISION]
Jan 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-14630)[COLLISION]
Mar 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-14631)[COLLISION]
Mar 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-15017)[COLLISION]
Apr 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-15342)[COLLISION]
Jun 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Houston, TX involving a TESLA Model Y (NHTSA SGO 13781-15395)[COLLISION]
May 1, 2026 · 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