Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- Ghost (Ghost-X) at U.S. Army (nationwide)[OPERATIONAL]
U.S. Army (nationwide) · Jan 1, 2026 · Anduril Industries · Ghost (Ghost-X)
Details - Ghost (Ghost-X) at Hawaii[OPERATIONAL]
Hawaii · Nov 3, 2025 · Anduril Industries · Ghost (Ghost-X)
Details - Goshawk at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · RoboTiCan · Goshawk
Details - Goshawk at Israel, Asia[OPERATIONAL]
Israel, Asia · Jun 1, 2024 · RoboTiCan · Goshawk
Details - Guardian-2 at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Powerus · Guardian-2
Details - Guardian-2 at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Powerus · Guardian-2
Details - H520E at Hamburg, Germany[OPERATIONAL]
Hamburg, Germany · May 1, 2018 · Yuneec · H520E
Details - H850 at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Yuneec · H850
Details - H850 at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · Yuneec · H850
Details - Heavy-Lift Cargo Drone at New Brunswick, Canada[OPERATIONAL]
New Brunswick, Canada · Jan 1, 2024 · Volatus Aerospace · Heavy-Lift Cargo Drone
Details - Heavy-Lift Cargo Drone at Oakville, Ontario, Canada[OPERATIONAL]
Oakville, Ontario, Canada · Jun 1, 2024 · Volatus Aerospace · Heavy-Lift Cargo Drone
Details - Heavy-Lift Cargo Drone at Edmonton, Alberta, Canada[OPERATIONAL]
Edmonton, Alberta, Canada · Jan 1, 2024 · Volatus Aerospace · Heavy-Lift Cargo Drone
Details - Hermes 900 at Haifa[OPERATIONAL]
Haifa · Jun 1, 2024 · Elbit Systems · Hermes 900
Details - Hermes 900 at Tel Aviv[OPERATIONAL]
Tel Aviv · Jun 1, 2024 · Elbit Systems · Hermes 900
Details - Heven H2 Platform at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · HevenDrones (Heven AeroTech) · Heven H2 Platform
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]- ADS crash report in Dallas, TX involving a TESLA Model Y (NHTSA SGO 13781-15399)[COLLISION]
May 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 13781-15400)[COLLISION]
May 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - ADS crash report in Dallas, TX involving a TESLA Model Y (NHTSA SGO 13781-15808)[COLLISION]
Tesla
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-15809)[COLLISION]
Tesla
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-16255)[COLLISION]
Tesla
Details - ADS crash report in Austin, TX involving a TESLA Model Y (NHTSA SGO 13781-16256)[COLLISION]
Tesla
Details - NHTSA upgrades Tesla FSD investigation to Engineering Analysis EA26002 covering 3.2M vehicles over reduced-visibility crashes[REGULATORY ACTION]
Mar 18, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA escalates Tesla FSD investigation to Engineering Analysis after nine crashes in low-visibility conditions[REGULATORY ACTION]
Mar 20, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA probes Tesla FSD marketing after AI-related crashes[REGULATORY ACTION]
Jul 25, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA opens special investigation into fatal Tesla Model 3 crash into Katy, Texas home that killed Martha Avila (June 19 2026)[REGULATORY ACTION]
Jun 22, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA sends Tesla 24-part information demand in EA26002, requesting internal 'Radar Saves Us' document on vision-only FSD limitations[REGULATORY ACTION]
Jul 2, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Vehicle May Fail to Stop at Stop Sign[RECALL]
Jan 27, 2022 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Initial Delay In Rearview Image Display/FMVSS 111[RECALL]
Mar 18, 2022 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Full Self-Driving Software May Cause Crash[RECALL]
Feb 15, 2023 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Rearview Image May Not Display/FMVSS 111[RECALL]
Apr 5, 2023 · 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