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]- Maestro[PRODUCTION][2023]
Moon Surgical (private, with offices in Paris and San Carlos, California; led by CEO Anne Osdoit, with Intuitive Surgical co-founder Fred Moll as board chair and backers including Sofinnova Partners and NVIDIA's venture arm NVentures) makes Maestro, a laparoscopic surgical-assistant and collaboration robot that holds and positions instruments and the endoscope alongside the surgeon rather than acting as a full master-slave teleoperation console, targeting the large pool of soft-tissue procedures unserved by teleoperated robots.
Moon Surgical · food-service · 1 deployment
View spec - Magura V5 USV[PRODUCTION][2022]
The Magura V5 is an Ukrainian unmanned surface vessel (USV) used in Black Sea operations against the Russian Black Sea Fleet.
Ukrainian Armed Forces · food-service · 1 deployment
View spec - MAHAKBOT[PRODUCTION][2024]
Hexa-armed (six-arm) embodied-intelligence industrial robot with a heterogeneous spatial architecture.
iSAGEBOT · food-service · 2 deployments
View spec - Makr Shakr Toni[PRODUCTION][2014–2023]
Dual-arm robotic bartender.
Makr Shakr · food-service · 5 deployments
View spec - Mammotion Luba 2 AWD[PRODUCTION][2024]
The Mammotion Luba 2 AWD is a wire-free all-wheel-drive robotic lawn mower for lawns up to 2.5 acres.
Mammotion · food-service · 1 deployment
View spec - Mammotion Luba Mini 2 AWD[PRODUCTION][2024]
Compact robotic lawn mower with 360-degree solid-state LiDAR for boundary-free navigation and obstacle avoidance.
Mammotion · food-service · 1 deployment
View spec - Mantis Series (Six-Axis Robots)[PRODUCTION][2024]
Six-axis articulated industrial robots for loading/unloading, handling, and complex manipulation tasks across manufacturing environments.
Robotphoenix · food-service · 2 deployments
View spec - Manufacturing Automation Platform[PRODUCTION][2024]
Vention's Manufacturing Automation Platform (MAP) is a full-stack system combining cloud-based design software (MachineBuilder), code-free programming (MachineLogic), the MachineMotion controller, and modular hardware components.
Vention · food-service · 2 deployments
View spec - Mark1[PRODUCTION][2023]
Rugged Robotics (Houston, Texas) makes the Mark1, an autonomous mobile robot that prints multi-trade building-layout markings from a BIM model directly onto concrete floors, automating the manual layout step that crews otherwise do by hand.
Rugged Robotics · food-service · 1 deployment
View spec - MARS (Mobile Autonomous Robotics System)[PRODUCTION][2024–2025]
Fully electric multi-purpose unmanned ground vehicle designed for the Indian Army, capable of ferrying heavy loads in extreme environments including Siachen glacier.
Torus Robotics · food-service · 3 deployments
View spec - Mars Auto Self-Driving Truck[PRODUCTION][2024]
Camera-based autonomous Class 8 truck system for long-haul freight, currently operating supervised self-driving routes in Korea and the US.
Mars Auto · food-service · 2 deployments
View spec - Mars01[PRODUCTION][2024]
The Mars01 is a robot vacuum manufactured by Laresar.
Laresar · food-service · 3 deployments
View spec - Matic[PRODUCTION][2024]
Matic is a fully autonomous home robot that vacuums and mops using five RGB-infrared cameras and on-device SLAM to build 3D maps of the home without cloud connectivity.
Matician · food-service · 1 deployment
View spec - Matrix Plus RV2610WA[PRODUCTION][2024]
The Matrix Plus RV2610WA is a robot vacuum made by SharkNinja.
SharkNinja · food-service · 4 deployments
View spec - Matrix RV2310AE[PRODUCTION][2024]
The Matrix RV2310AE is a robot vacuum produced by SharkNinja.
SharkNinja · food-service · 4 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