Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- XPeng IRON at Shanghai, China[PILOT]
Shanghai, China · Nov 5, 2025 · Baosteel Group · XPeng IRON
Details - 4NE-1 at Herzogenaurach, Germany[ANNOUNCED]
Herzogenaurach, Germany · Nov 4, 2025 · NEURA Robotics · 4NE-1
Details - AgiBot A2 at Milan[ANNOUNCED]
Milan · Jan 30, 2026 · AgiBot · AgiBot A2
Details - DOBOT Atom at Aichi, Japan[ANNOUNCED]
Aichi, Japan · Jun 11, 2026 · Dobot · DOBOT Atom
Details - DOBOT Atom at Chicago, IL, USA[ANNOUNCED]
Chicago, IL, USA · Jun 23, 2026 · Dobot · DOBOT Atom
Details - DOBOT LUMO at Beijing, China[ANNOUNCED]
Beijing, China · Aug 19, 2026 · Dobot · DOBOT LUMO
Details - HMND 01 at Schweinfurt, Bavaria, Germany[ANNOUNCED]
Schweinfurt, Bavaria, Germany · May 13, 2026 · Humanoid · HMND 01
Details - HMND 01 at Herzogenaurach, Bavaria, Germany[ANNOUNCED]
Herzogenaurach, Bavaria, Germany · May 13, 2026 · Humanoid · HMND 01
Details - HMND 01 Alpha at Schweinfurt[ANNOUNCED]
Schweinfurt · May 14, 2026 · Humanoid · HMND 01 Alpha
Details - HMND 01 Alpha at Herzogenaurach[ANNOUNCED]
Herzogenaurach · May 14, 2026 · Humanoid · HMND 01 Alpha
Details - HMND 01 Alpha Wheeled at Herzogenaurach[ANNOUNCED]
Herzogenaurach · May 13, 2026 · Schaeffler Group · HMND 01 Alpha Wheeled
Details - HMND 01 Alpha Wheeled at Schweinfurt[ANNOUNCED]
Schweinfurt · May 13, 2026 · Schaeffler Group · HMND 01 Alpha Wheeled
Details - HMND 01 Alpha Wheeled at Herzogenaurach[ANNOUNCED]
Herzogenaurach · May 13, 2026 · Schaeffler Group · HMND 01 Alpha Wheeled
Details - NAVIAI Garment Humanoid at Taizhou, Zhejiang, China[ANNOUNCED]
Taizhou, Zhejiang, China · May 12, 2026 · Jack Technology · NAVIAI Garment Humanoid
Details - NEO at Oslo, Norway[ANNOUNCED]
Oslo, Norway · Jan 1, 2026 · 1X Technologies · NEO
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]- Waymo robotaxi rear-ended by SUV at Sunset Road and Polaris Avenue in Las Vegas, at least one injured[COLLISION]
Jul 19, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo robotaxi struck by SUV that lost control on Las Vegas Valley road[COLLISION]
Jul 19, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Nevada Transportation Authority approves Waymo permit for commercial robotaxi service in Clark County[REGULATORY ACTION]
Waymo
Details - Waymo recalls 3,791 ADS-equipped vehicles over flooded roadway detection failure (NHTSA 26E026)[RECALL]
May 6, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo recalls 3,871 vehicles over freeway construction zone entry failures (NHTSA 26E035)[RECALL]
Jun 17, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - NTSB opens an investigation into Waymo robotaxis illegally passing stopped school buses[REGULATORY ACTION]
Jan 23, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo robotaxi involved in two-vehicle crash in LA's Pico-Union, one person critically injured[COLLISION]
Jul 25, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo robotaxi struck by blue sedan that had just hit a pedestrian in Pico-Union, Los Angeles; two hospitalized, one critically injured[COLLISION]
Jul 26, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo recalls 3,871 robotaxis over software causing vehicles to enter closed freeway construction zones[RECALL]
Jun 18, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo recalls nearly 3,900 robotaxis over risk of entering closed freeway construction zones[RECALL]
Jun 18, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo recalls ~3900 robotaxis over risk of entering closed freeway construction zones[RECALL]
Jun 18, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo recalls nearly 3,900 robotaxis over risk of entering closed freeway construction zones[RECALL]
Jun 18, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo recalls ~3800 robotaxis over risk of entering flooded roads[RECALL]
May 12, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo recalls approximately 3,800 robotaxis over risk of driving into flooded roads[RECALL]
May 12, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, USA
Details - Waymo robotaxi rear-ended by SUV in south Las Vegas, at least one injured[COLLISION]
Jul 19, 2026 · Waymo · Waymo Driver (6th gen) · Sacramento, California, 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