Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- Actroid-DER at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Kokoro Company · Actroid-DER
Details - Actroid-DER at Japan, Asia[OPERATIONAL]
Japan, Asia · Jun 1, 2024 · Kokoro Company · Actroid-DER
Details - AEON at BMW Group Plant Leipzig[OPERATIONAL]
BMW Group Plant Leipzig · Dec 1, 2025 · Hexagon · AEON
Details - AgiBot A2 at Shanghai, China[OPERATIONAL]
Shanghai, China · Dec 1, 2025 · AgiBot · AgiBot A2
Details - AgiBot A2 at Nanchang, China[OPERATIONAL]
Nanchang, China · Jun 23, 2026 · AgiBot · AgiBot A2
Details - AgiBot A2-W at Shanghai, China[OPERATIONAL]
Shanghai, China · Mar 1, 2026 · AgiBot · AgiBot A2-W
Details - AgiBot G2 at Nanchang[OPERATIONAL]
Nanchang · Apr 1, 2026 · AgiBot · AgiBot G2
Details - AgiBot Lingxi X2 at Shanghai, China[OPERATIONAL]
Shanghai, China · Dec 1, 2024 · AgiBot · AgiBot Lingxi X2
Details - AiMOGA (Mornine) at Kuala Lumpur, Malaysia[OPERATIONAL]
Kuala Lumpur, Malaysia · Jan 1, 2025 · Chery Automobile · AiMOGA (Mornine)
Details - ALLEX at Las Vegas, USA[OPERATIONAL]
Las Vegas, USA · Jan 7, 2026 · WIRobotics · ALLEX
Details - AlphaBot 2 at China[OPERATIONAL]
China · Apr 1, 2025 · AI2 Robotics · AlphaBot 2
Details - AlphaBot 2 at 12+ provinces across China[OPERATIONAL]
12+ provinces across China · Sep 1, 2025 · Zhipingfang · AlphaBot 2
Details - AlphaBot 2 at Beijing, China[OPERATIONAL]
Beijing, China · Dec 29, 2025 · Zhipingfang · AlphaBot 2
Details - AlphaBot 2 at Shenzhen[OPERATIONAL]
Shenzhen · Sep 1, 2025 · Zhipingfang · AlphaBot 2
Details - Ameca at Mountain View[OPERATIONAL]
Mountain View · Nov 20, 2024 · Engineered Arts · Ameca
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]- FDA 510(k): NaviCam Xpress Stomach Capsule Endoscopy System (K241934)[in effect]
United States · permit
Inspect filing - FDA Class 2 Recall: Intuitive Surgical 8mm SureForm 30 Gray Reloads (Serious Injury and Death Reported)[in effect]
United States · operational restriction
Inspect filing - FDA Class 2 Recall: Intuitive Surgical da Vinci 5 Surgeon Console Viewer Display[in effect]
United States · operational restriction
Inspect filing - FDA Draft Guidance: AI-Enabled Device Software Functions Lifecycle Management[in effect]
United States · safety standard
Inspect filing - FDA Final Guidance: Predetermined Change Control Plans for AI/ML-Enabled Devices[in effect]
United States · safety standard
Inspect filing - FDA Predetermined Change Control Plan (PCCP) Final Guidance[in effect]
United States · standard
Inspect filing - Medtronic Submits 510(k) Filings to Expand Hugo Robotic Surgery System into General and Gynecologic Specialties[proposed]
United States · permit
Inspect filing - FDA/Health Canada/MHRA Good Machine Learning Practice (GMLP) Guiding Principles[in effect]
Global · safety standard
Inspect filing