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]- Orbbec Gemini 336L[PRODUCTION][2025–2026]
Stereo vision 3D camera with active IR stereo for indoor/outdoor depth perception.
Quasi Robotics · food-service · 2 deployments
View spec - Orchard Vision System[PRODUCTION][2023–2024]
Autonomous orchard monitoring system by Orchard Robotics, using computer vision and AI to provide real-time crop analytics for fruit growers including yield prediction and tree health assessment.
Orchard Robotics · food-service · 3 deployments
View spec - OrchardPilot[PRODUCTION][2024]
OrchardPilot is a GPS-independent autonomy retrofit system for orchard tractors, built on FarmX's patented Perceptive Navigation technology.
FarmX · food-service · 2 deployments
View spec - Original Prusa MK4[PRODUCTION][2024]
The Original Prusa MK4 (and updated MK4S) is Prusa Research's flagship desktop FDM 3D printer, priced at $1,099 (assembled) with a 250×210×220 mm build volume, 32-bit STM32 xBuddy mainboard, load-cell bed leveling, input shaping, and quick-swap nozzles.
Prusa Research · food-service · 2 deployments
View spec - Otter (and Mariner X)[PRODUCTION][2023]
Maritime Robotics (founded 2005 in Trondheim, Norway by founder and chief executive Vegard Evjen Hovstein) makes the Otter, a small all-electric catamaran survey uncrewed surface vessel for sheltered and coastal waters, and the Mariner X, an offshore long-endurance USV, recorded in the maritime form factor.
Maritime Robotics · food-service · 1 deployment
View spec - Oura Ring 4[PRODUCTION][2024]
Oura (Oura Health, founded 2013 in Oulu, Finland) makes the Oura Ring, a biometric-primary titanium smart ring with sleep and readiness AI, recorded in the new biometric form factor, with the Oura Ring 4 from late 2024 introducing its Smart Sensing platform that expanded signal pathways from eight to eighteen on roughly an eight-day battery.
Oura · food-service · 1 deployment
View spec - Outrider Yard Truck[PRODUCTION][2024]
Outrider Yard Truck is an autonomous yard truck for intermodal freight terminal operations.
Outrider · food-service · 1 deployment
View spec - Oz[PRODUCTION][2023–2026]
Naio Technologies' Oz is a small autonomous weeding robot for vegetable and market-garden farms; one of the company's flagship products with 300+ units deployed worldwide, it weeds and assists between crop rows.
Naio Technologies · food-service · 2 deployments
View spec - PAC 600[PRODUCTION][2024]
Automated packing machine line that forms tamper-resistant reinforced cardboard boxes with shrink-wrap film wedging for fragile/high-value products.
Savoye · food-service · 2 deployments
View spec - Pacecat LDS-M300[PRODUCTION][2024]
The Pacecat LDS-M300-E is a 3D LiDAR sensor using non-repetitive mechanical scanning technology for high-precision 3D mapping, designed for industrial and robotics applications including AMR navigation and spatial perception.
Jinhua Lanhai Photoelectricity Technology · food-service · 2 deployments
View spec - PackBot 525[PRODUCTION][2001–2022]
Teledyne FLIR's PackBot 525 is a man-portable, multi-mission tracked UGV deployable in under two minutes, able to climb stairs and navigate narrow passages; used for EOD, ISR, CBRN/HazMat detection, route clearance, and remote inspection.
Teledyne FLIR · food-service · 7 deployments
View spec - Panasonic EV Battery Cells[PRODUCTION][2016]
Lithium-ion battery cells manufactured by Panasonic Energy for electric vehicles, primarily at Tesla's Gigafactory Nevada.
Panasonic Holdings · food-service · 1 deployment
View spec - PAZZI Pizza Robot[PRODUCTION][2019–2026]
Fully autonomous robotic pizza kitchen that assembles, bakes, and packages pizzas on demand.
PAZZI · food-service · 2 deployments
View spec - Perseverance Rover[PRODUCTION][2021]
Mars rover whose AutoNav self-driving system plans and drives routes onboard while in motion; drove ~88-90% of its first-Mars-year traverse autonomously, setting planetary-rover autonomy records.
NASA Jet Propulsion Laboratory · food-service · 1 deployment
View spec - Photon Mono[PRODUCTION][2024]
Entry-level resin (MSLA) 3D printer from Anycubic's Photon series, offering high-resolution LCD-based resin printing for consumer and prosumer users.
Anycubic · food-service · 2 deployments
View spec
Real-World Incidents & Failure Modes
[732 Logged]- Unitree Go2 robot dog found to have exploitable security vulnerabilities allowing remote hijacking[MALFUNCTION]
Jun 1, 2024 · Unitree Robotics · Unitree Go2 · Global
Details - Crane-suspended Unitree H1 thrashed during a factory test and toppled nearby equipment[PROPERTY DAMAGE]
May 1, 2025 · Unitree Robotics · Unitree Go2 · Global
Details - Unitree H1 lurched toward festival spectators before handlers restrained it[MALFUNCTION]
Feb 9, 2025 · Unitree Robotics · Unitree Go2 · Global
Details - Unitree H1 humanoid robot malfunctioned during lab testing, thrashing violently and collapsing a crane, narrowly missing technicians[MALFUNCTION]
Jul 21, 2025 · Unitree Robotics · Unitree Go2 · Global
Details - Unitree humanoid robot startled an elderly woman into hospitalization in Macau; police escorted the robot away[INJURY]
Mar 5, 2026 · Unitree Robotics · Unitree Go2 · Global
Details - Agility Digit collapsed mid-pick during a live ProMat 2023 warehouse demo[MALFUNCTION]
Mar 21, 2023 · Agility Robotics · Digit · Atlanta, Georgia, USA
Details - Figure 02 alleged to have gashed a steel door in a malfunction (whistleblower lawsuit)[PROPERTY DAMAGE]
Nov 21, 2025 · Figure AI · Figure 01 · Germany, Europe
Details - Waymo Zeekr test vehicle crashes into parked cars near Dodger Stadium in Los Angeles[COLLISION]
Jan 25, 2026 · Zeekr · Zeekr RT (Ojai) · San Francisco
Details - NHTSA recall 25V-068: Zeekr RT airbag noncompliance with FMVSS 208 unbelted test[RECALL]
Mar 4, 2025 · Zeekr · Zeekr RT (Ojai) · Phoenix
Details - Wandercraft Atalante X: patient fall after the assistant released the lift while the therapist stepped away (FDA MAUDE)[INJURY]
Mar 17, 2025 · Wandercraft · Wandercraft Atalante X · Paris
Details - Wandercraft recalls Atalante X self-balancing exoskeleton over a lateral-balance issue that can cause patient falls[RECALL]
Apr 3, 2025 · Wandercraft · Wandercraft Atalante X · Paris
Details - FF 91 electric vehicle caught fire and exploded at Faraday Future's Los Angeles headquarters[PROPERTY DAMAGE]
Sep 29, 2025 · Faraday Future · FX Aegis · Los Angeles, California, USA
Details - Amazon Prime Air MK30 drone crashes into residential garden in Darlington, UK, prompting AAIB investigation[COLLISION]
Jul 29, 2026 · Amazon · Amazon Astro · Seattle
Details - Amazon Prime Air MK30 drone clips and severs an internet cable in Waco, Texas, prompting an FAA probe[PROPERTY DAMAGE]
Nov 18, 2025 · Amazon · Amazon Prime Air MK30 · Hazel Park, Michigan, USA
Details - Two Amazon MK30 delivery drones crashed within minutes at an Oregon test site[MALFUNCTION]
Dec 16, 2024 · Amazon · Amazon Astro · Seattle
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