Service & Cobot Robotics
Commercial service robotics, autonomous floor care, food preparation systems, inspection robots, and hospitality automation platforms.
Active Deployments
[3899 Recorded]- Kime at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Macco Robotics · Kime
Details - Linkerbot Hand at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · Linkerbot · Linkerbot Hand
Details - Linkerbot Hand at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Linkerbot · Linkerbot Hand
Details - MagicBot Z1 at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · MagicLab · MagicBot Z1
Details - MagicBot Z1 at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · MagicLab · MagicBot Z1
Details - Maker H01 at Hubei Humanoid Robot Innovation Center, China[OPERATIONAL]
Hubei Humanoid Robot Innovation Center, China · Feb 2, 2026 · GigaAI · Maker H01
Details - Memo at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Sunday Robotics · Memo
Details - Memo at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Sunday Robotics · Memo
Details - MenteeBot at Israel, Asia[OPERATIONAL]
Israel, Asia · Jun 1, 2024 · Mentee Robotics · MenteeBot
Details - MenteeBot at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Mentee Robotics · MenteeBot
Details - Mitra at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Invento Robotics · Mitra
Details - Mitra at Germany, Europe[OPERATIONAL]
Germany, Europe · Jun 1, 2024 · Invento Robotics · Mitra
Details - Mornine at China, Asia[OPERATIONAL]
China, Asia · Jun 1, 2024 · Chery Robotics · Mornine
Details - Mornine at United States (multiple hotel chains)[OPERATIONAL]
United States (multiple hotel chains) · Jun 1, 2024 · Chery Robotics · Mornine
Details - NAO at Hertfordshire, United Kingdom[OPERATIONAL]
Hertfordshire, United Kingdom · Jan 1, 2011 · Aldebaran Robotics · NAO
Details
Hardware Platforms & Robot Models
[1576 Indexed]- hinotori[PRODUCTION][2020–2024]
Japan first domestically manufactured robotic-assisted surgery system, developed by Medicaroid (Kawasaki-Sysmex joint venture).
Medicaroid · food-service · 5 deployments
View spec - Hirschbach Autonomous Freight Operations[PRODUCTION][2024–2025]
Hirschbach's autonomous freight program using Aurora Driver Level 4 autonomous system.
Hirschbach Motor Lines · food-service · 4 deployments
View spec - HIVE Silicon Brain[PRODUCTION][2024]
A foundational AI model and sensor retrofit kit that enables existing industrial vehicles (wheel loaders, warehouse equipment) to perceive, decide, and act autonomously or under remote supervision.
HIVE · food-service · 2 deployments
View spec - Hivemind[PRODUCTION][2026]
Shield AI's Hivemind is an AI autonomy software 'pilot' that enables aircraft and other platforms to operate without GPS or remote pilots using visual-odometry navigation and AI decision-making in GPS/comms-denied environments; it powers the V-BAT and is offered to third-party platforms.
Shield AI · food-service · 4 deployments
View spec - HOBOT SP10[PRODUCTION][2024]
The HOBOT SP10 is a window-cleaning robot made by HOBOT Technology Inc.
HOBOT Technology Inc. · food-service · 3 deployments
View spec - HP Multi Jet Fusion 3D Printer[PRODUCTION][2024]
HP Multi Jet Fusion is an industrial 3D printing platform that uses HP's proprietary binding agent technology to produce functional polymer and metal parts at production scale.
HP Inc. · food-service · 2 deployments
View spec - Huashan A1000[PRODUCTION][2024]
Black Sesame Technologies' Huashan A1000 is an automotive-grade single-SoC autonomous-driving chip (16 nm FFC, 8-core 64-bit Arm Cortex-A55) delivering 58 TOPS (INT8) at ~18 W; the A1000 Pro variant reaches 106 TOPS.
Black Sesame Technologies · food-service · 2 deployments
View spec - HUGIN[PRODUCTION][2019–2025]
HUGIN is Kongsberg's family of free-swimming autonomous underwater vehicles, and the registry entity is scoped to the HUGIN AUV rather than Kongsberg, the large Norwegian sensor and systems conglomerate that makes it.
Kongsberg Maritime · food-service · 2 deployments
View spec - Hugo RAS[PRODUCTION][2021–2026]
Medtronic (NYSE: MDT; founded 1949 in Minneapolis, with legal headquarters in Dublin) makes the Hugo robotic-assisted surgery system, the late-market big-medtech challenger to Intuitive's da Vinci.
Medtronic · food-service · 6 deployments
View spec - Hunter WOLF[PRODUCTION][2024–2026]
HDT Hunter WOLF is a 6x6 articulated unmanned ground vehicle (UGV) designed for defense and extreme off-road mobility.
HDT Global · food-service · 4 deployments
View spec - Hurst Jaws of Life[PRODUCTION][2024]
The Hurst Jaws of Life is a line of hydraulic and battery-powered rescue tools manufactured by IDEX Corporation's Hurst division.
IDEX Corporation · food-service · 2 deployments
View spec - Husqvarna Automower 430X NERA[PRODUCTION][2024]
Robotic lawn mower offering two navigation regimes (vvc: autonomy depends on which): wire-free EPOS RTK-GNSS satellite positioning (centimeter-level, app-defined virtual boundaries, geographically limited and degraded under heavy tree cover) OR traditional buried boundary-wire perimeter.
Husqvarna · food-service · 1 deployment
View spec - Husqvarna Automower 450X[PRODUCTION][2024]
The Husqvarna Automower 450X is a mass-market autonomous robotic lawn mower for medium-to-large yards up to 1.25 acres.
Husqvarna · food-service · 1 deployment
View spec - Hypermile Co-Pilot[PRODUCTION][2024]
Retrofittable AI cruise control for commercial vehicles that optimizes speed based on road gradient, traffic flow anticipation, and vehicle coasting to improve fuel efficiency.
Hypermile · food-service · 2 deployments
View spec - Hypershell X[PRODUCTION][2025]
Hypershell is a Shanghai-based consumer exoskeleton startup founded in 2021, developing wearable exoskeletons for outdoor activities, search and rescue, and mobility assistance.
Hypershell · food-service · 1 deployment
View spec
Real-World Incidents & Failure Modes
[732 Logged]- Georgia HB 986 takes effect July 1, 2026 - delivery robot sidewalk speed raised to 7 mph[REGULATORY ACTION]
Jul 1, 2026 · Serve Robotics · Serve Gen 3 · West Hollywood
Details - Serve Robotics delivery robot 'Nasir' shattered a CTA bus shelter in Chicago's West Town[PROPERTY DAMAGE]
Mar 22, 2026 · Serve Robotics · Serve Gen 3 · West Hollywood
Details - Serve Robotics delivery robot crashes through CTA bus shelter glass in West Town Chicago[PROPERTY DAMAGE]
Mar 22, 2026 · Serve Robotics · Serve Gen 3 · Chicago
Details - Serve Robotics delivery robot and mobility-scooter user involved in sidewalk encounter, West Hollywood (Sept 2025)[OTHER]
Sep 12, 2025 · Serve Robotics · Serve Gen 3 · West Hollywood
Details - Coco Robotics delivery robot crashed into CTA bus shelter in Chicago Old Town[PROPERTY DAMAGE]
Coco Robotics
Details - DoorDash delivery robot 'Dot' rolled into an active Chandler Arizona SWAT crime scene and refused to leave, forcing police to call a DoorDash technician to remove it[TRAFFIC DISRUPTION]
Jun 15, 2026 · DoorDash · Dot · Phoenix, Arizona, USA
Details - FAA grants DoorDash Part 135 air carrier certification for DoorDash Air drone delivery[REGULATORY ACTION]
Jul 29, 2026 · DoorDash · Dot · Phoenix, Arizona, USA
Details - Neubie delivery robot collided with a vehicle at a crosswalk in Songdo, Incheon[COLLISION]
Dec 1, 2024 · Neubility · Neubie · Seongnam, South Korea
Details - Two workers killed in transformer accident at SPX Transformer Solutions plant in Goldsboro, NC[FATALITY]
Nov 30, 2015 · SPX Corporation · CISBOT · Port Elizabeth, New Jersey, USA (Elizabethtown Gas)
Details - Robot collision triggers fire at Ocado Andover automated fulfillment center (2019)[MALFUNCTION]
Feb 12, 2019 · Ocado Group · Ocado Smart Platform · Monroe
Details - JBT AeroTech employee killed by exploding jet bridge tire at John Wayne Airport[FATALITY]
Feb 12, 2019 · JBT Corporation · JBT Automated Guided Vehicles · Chalfont, Pennsylvania, USA
Details - OSHA: Amputation involving Industrial Robot / Workcell at Honda of America Mfg., Inc. (ANNA, OHIO, USA)[WORKPLACE INJURY]
Jan 24, 2018 · Honda · Industrial Robot / Workcell · ANNA, OHIO, USA
Details - OSHA: Amputation involving Industrial Robot / Workcell at Honda of America Manufacturing, Inc (ANNA, OHIO, USA)[WORKPLACE INJURY]
Jul 31, 2024 · Honda · Industrial Robot / Workcell · ANNA, OHIO, USA
Details - Ekso Bionics EksoGT: lower-back pain on sit-to-stand in a patient with an incompletely healed femur (FDA MAUDE)[INJURY]
Oct 28, 2020 · Ekso Bionics · EksoNR · United States
Details - Ekso Bionics EksoNR: knee swelling and a left motor overheating during sit-to-stand (FDA MAUDE)[INJURY]
Apr 14, 2023 · Ekso Bionics · EksoNR · United States
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