Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- JUMP 20 at United States (USSOCOM deployments)[OPERATIONAL]
United States (USSOCOM deployments) · Jun 1, 2020 · Arcturus UAV · JUMP 20
Details - K1000ULE at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Kraus Hamdani Aerospace · K1000ULE
Details - K1000ULE at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Kraus Hamdani Aerospace · K1000ULE
Details - Kelluu Airship at North Karelia, Joensuu, Finland[OPERATIONAL]
North Karelia, Joensuu, Finland · Jan 1, 2024 · Kelluu · Kelluu Airship
Details - Kelluu Airship at Finland (Eurosatory 2026 showcase)[OPERATIONAL]
Finland (Eurosatory 2026 showcase) · Dec 1, 2025 · Kelluu · Kelluu Airship
Details - Kisan Drone at Uttar Pradesh, India[OPERATIONAL]
Uttar Pradesh, India · Sep 15, 2021 · Garuda Aerospace · Kisan Drone
Details - Kisan Drone at India[OPERATIONAL]
India · Jan 1, 2022 · Garuda Aerospace · Kisan Drone
Details - Lilium Jet at Munich, Germany[OPERATIONAL]
Munich, Germany · Jun 1, 2024 · Lilium · Lilium Jet
Details - LINK at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Katalyst Space Technologies · LINK
Details - LINK at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Katalyst Space Technologies · LINK
Details - Longtail AirDock Edition at Anji County, Zhejiang, China[OPERATIONAL]
Anji County, Zhejiang, China · Dec 1, 2024 · A2Z Drone Delivery · Longtail AirDock Edition
Details - Lucid Bots Cleaner at Charlotte, North Carolina, USA[OPERATIONAL]
Charlotte, North Carolina, USA · Jan 1, 2024 · Lucid Bots · Lucid Bots Cleaner
Details - Mako UTAP-22 Unmanned Tactical Aircraft at Tyndall Air Force Base, Florida, USA[OPERATIONAL]
Tyndall Air Force Base, Florida, USA · Apr 29, 2021 · Kratos Defense · Mako UTAP-22 Unmanned Tactical Aircraft
Details - Manna Delivery Drone at Texas, USA[OPERATIONAL]
Texas, USA · Jan 1, 2025 · Manna Aero · Manna Delivery Drone
Details - Manna Delivery Drone at Helsinki, Finland[OPERATIONAL]
Helsinki, Finland · Jan 1, 2024 · Manna Aero · Manna Delivery Drone
Details
Hardware Platforms & Robot Models
[1576 Indexed]- MUTT (S-MET)[PRODUCTION][2020–2025]
Wheeled modular UGV selected for the US Army Small Multipurpose Equipment Transport (S-MET) program of record; logistics/payload transport, with counter-drone and armed variants.
General Dynamics Land Systems · food-service · 10 deployments
View spec - MX50[PRODUCTION][2024]
The Ultenic MX50 is a self-cleaning robot vacuum and mop combo featuring a multi-functional dock that automatically supplies cleaning solution, empties dust, and dries mop pads.
Ultenic · food-service · 3 deployments
View spec - NACHI MZ25[PRODUCTION][2024]
6-axis industrial robot with 25 kg payload and 1882 mm reach for material handling and machine tending.
NACHI Robotics · food-service · 1 deployment
View spec - Naio weeding robots (Ted / Oz / Orio)[PRODUCTION][2023–2024]
Naio Technologies (founded 2011 in Escalquens, near Toulouse, France; founders Aymeric Barthes and Gaetan Severac) is one of the most established commercial agricultural-robot makers, with more than 350 all-electric autonomous robots deployed across five continents.
Naio Technologies · food-service · 2 deployments
View spec - Nala Pizzaiola[PRODUCTION][2024]
7-axis pizza robot marketed as 'fully autonomous'.
Nala Robotics · food-service · 2 deployments
View spec - NaoTrac[PRODUCTION][2024–2025]
Brain Navi Biotechnology (founded 2015 in Zhubei, Taiwan by the surgeon Jerry Chen) makes NaoTrac, a neurosurgical navigation robot that combines a robotic arm with AI-driven non-contact frameless registration to position instruments along pre-planned trajectories for procedures such as biopsy, tumor ablation, external ventricular drainage, stereo-electroencephalography, deep-brain stimulation, and endoscopy.
Brain Navi · food-service · 2 deployments
View spec - Narwal Flow[PRODUCTION][2024]
The Narwal Flow is a camera-equipped robot vacuum and mop that uses cameras and sensors for navigation and obstacle recognition.
Narwal · food-service · 3 deployments
View spec - Narwal Freo X Ultra[PRODUCTION][2024]
Self-cleaning robot vacuum-mop navigating by LiDAR plus dual RGB cameras for no-bump obstacle avoidance; self-washing/drying base.
Narwal · food-service · 1 deployment
View spec - Navigator RV2110[PRODUCTION][2024]
The Navigator RV2110 is a robot vacuum produced by SharkNinja.
SharkNinja · food-service · 4 deployments
View spec - Navigator RV2120AE[PRODUCTION][2024]
The Navigator RV2120AE is a robot vacuum manufactured by SharkNinja.
SharkNinja · food-service · 4 deployments
View spec - Navimow i108E[PRODUCTION][2024]
The Navimow i108E is a robotic lawn mower manufactured by Segway-Ninebot.
Segway-Ninebot · food-service · 3 deployments
View spec - Navimow i208 AWD[PRODUCTION][2024]
The Navimow i208 AWD is a lawn mower robot manufactured by Segway-Ninebot.
Segway-Ninebot · food-service · 3 deployments
View spec - Navimow i215 LiDAR[PRODUCTION][2024]
Segway Navimow i215 LiDAR is an AI-powered robotic lawn mower using LiDAR-based navigation for precise lawn mapping and mowing.
Segway-Ninebot · food-service · 3 deployments
View spec - Navimow X420[PRODUCTION][2024]
The Navimow X420 is a robotic lawn mower produced by Segway-Ninebot.
Segway-Ninebot · food-service · 3 deployments
View spec - Neko Body Scan[PRODUCTION][2024–2025]
Neko Body Scan is a biometric device from Neko Health, currently commercially available.
Neko Health · food-service · 3 deployments
View spec
Real-World Incidents & Failure Modes
[732 Logged]- NHTSA opens probe into 1.2 million Tesla Model 3 and Model Y vehicles over front suspension failures[REGULATORY ACTION]
Jul 31, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla unredacts 17 Robotaxi ADS crash narratives filed with NHTSA, including teleoperator-driven collisions and minor injury[COLLISION]
May 15, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla unredacts 17 Robotaxi ADS crash narratives filed with NHTSA, revealing teleoperator and spatial awareness incidents[REGULATORY ACTION]
May 15, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla robotaxis logged 17 NHTSA-reported incidents in Austin, including two teleoperator-caused crashes[COLLISION]
Mar 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Austin
Details - Tesla Robotaxi rear-ended while stopped at stop sign in Austin, NHTSA filing shows[COLLISION]
Apr 5, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi struck by reversing SUV in Austin parking lot; Tesla filed 5-Day NHTSA report and vehicle was towed[COLLISION]
Jun 10, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi struck a metal chain blocking a parking lot entrance in Dallas, the first reported Robotaxi crash in that city[COLLISION]
May 15, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla robotaxi crashed into tree stump in Houston while under remote operator control[COLLISION]
May 15, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla remote operator crashed a Robotaxi into a tree stump in Houston, NHTSA data shows[COLLISION]
Jul 20, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla remote operator drove a Robotaxi into a hidden tree stump in Houston while recovering it from a dead-end road (NHTSA SGO 13781-15395)[COLLISION]
May 15, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi remote operator crashed vehicle into tree stump in Houston[COLLISION]
Jul 20, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla robotaxi remote operator crashed vehicle into metal fence in Houston[COLLISION]
Jul 20, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi teleoperator drove vehicle into tree stump in Houston, NHTSA data shows[COLLISION]
Jul 20, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi remote operator crashed into tree stump in Houston[COLLISION]
Jul 20, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla remote operator crashed Robotaxi into tree stump in Houston[COLLISION]
May 15, 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