Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- Zerith H1 at Hefei[OPERATIONAL]
Hefei · Jun 1, 2025 · Zerith Robotics · Zerith H1
Details - Zerith Z1 at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Zerith Robotics · Zerith Z1
Details - Zerith Z1 at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · Zerith Robotics · Zerith Z1
Details - Zeroth W1 at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · Zeroth · Zeroth W1
Details - Zeroth W1 at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Zeroth · Zeroth W1
Details - A-Lab Factory Android at Machida, Tokyo, Japan[PILOT]
Machida, Tokyo, Japan · Feb 1, 2017 · A-Lab Factory · A-Lab Factory Android
Details - Alice 4 at Ulsan, South Korea[PILOT]
Ulsan, South Korea · Jan 1, 2026 · AeiROBOT · Alice 4
Details - ALICE M1 at Ulsan, South Korea[PILOT]
Ulsan, South Korea · Dec 5, 2025 · AeiROBOT · ALICE M1
Details - ALICE M1 at Geoje, Gyeongsangnam-do, South Korea[PILOT]
Geoje, Gyeongsangnam-do, South Korea · Jan 9, 2026 · AeiROBOT · ALICE M1
Details - ALICE M1 at Ansan, Gyeonggi-do, South Korea[PILOT]
Ansan, Gyeonggi-do, South Korea · Jul 28, 2026 · AeiROBOT · ALICE M1
Details - Anyverse K15 at Envision Energy Factory, France[PILOT]
Envision Energy Factory, France · Jul 14, 2026 · Anyverse Dynamics · Anyverse K15
Details - Apollo at Hungary[PILOT]
Hungary · Jan 1, 2025 · Apptronik · Apollo
Details - Apollo at Charité Berlin[PILOT]
Charité Berlin · Jan 1, 2025 · Apptronik · Apollo
Details - Apollo 2 at Mercedes-Benz Digital Factory Campus (Berlin)[PILOT]
Mercedes-Benz Digital Factory Campus (Berlin) · Mar 19, 2025 · Apptronik · Apollo 2
Details - Atlas at Mountain View[PILOT]
Mountain View · Jan 5, 2026 · Boston Dynamics · Atlas
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]- Avride delivery robot collided with cyclist in Jersey City bike lane, causing concussion and broken clavicle[INJURY]
Avride
Details - Avride delivery robot struck a cyclist in Jersey City, who suffered a broken clavicle and concussion[INJURY]
Oct 22, 2025 · Avride · Avride delivery robot · Jersey City
Details - NHTSA opened an investigation into Avride after 16 robotaxi crashes in Dallas and Austin[REGULATORY ACTION]
May 6, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - Avride Uber Eats delivery robot struck by truck while crossing against a stop signal in Philadelphia, continued with dislodged wheel[COLLISION]
May 6, 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[COLLISION]
Jul 7, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - Jersey City cyclist injured when Avride delivery robot drove into bike lane[INJURY]
May 11, 2026 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - NHTSA opens investigation into Avride after 16 crashes in Dallas and Austin[REGULATORY ACTION]
May 8, 2026 · Avride · Avride Robotaxi (Hyundai Ioniq 5) · Austin
Details - ADS crash report in Austin, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-11278)[COLLISION]
Jun 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-13139)[COLLISION]
Sep 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Austin, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-13154)[COLLISION]
Oct 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Austin, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-13438)[COLLISION]
Nov 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Austin, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-13439)[COLLISION]
Nov 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Austin, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-13440)[COLLISION]
Nov 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Austin, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-13441)[COLLISION]
Nov 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, USA
Details - ADS crash report in Dallas, TX involving a HYUNDAI Ioniq 5 (NHTSA SGO 31101-13612)[COLLISION]
Dec 1, 2025 · Avride · Avride delivery robot · Bowling Green, Ohio, 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