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]- Guardian AUV[PRODUCTION][2024]
Hydrogen fuel cell-powered autonomous underwater vehicle designed for long-endurance missions up to 45 days and 5,000 km range.
Cellula Robotics · food-service · 1 deployment
View spec - Hadrian X[PRODUCTION][2020]
FBR (formerly Fastbrick Robotics; Perth, Australia; listed as ASX:FBR) makes the Hadrian X, a truck-mounted autonomous bricklaying robot whose robotic boom lays blocks and bricks outdoors, using Dynamic Stabilisation Technology to compensate for boom movement in wind and vibration.
FBR · food-service · 1 deployment
View spec - IronBOT[PRODUCTION][2024]
Advanced Construction Robotics' IronBOT is a rebar-placing robot that lifts, carries, singulates, and self-places bundles of transverse and longitudinal rebar for bridge-deck construction, at a placement rate of over 5,000 pounds per hour.
Advanced Construction Robotics · food-service · 1 deployment
View spec - Liebherr Autonomous Haulage Solution (T 264)[PRODUCTION][2023]
Autonomous haulage solution for the Liebherr T 264 240-tonne mining truck.
Liebherr Mining Equipment · food-service · 2 deployments
View spec - MAB Honey Badger[PRODUCTION][2025]
Compact inspection quadruped.
MAB Robotics · food-service · 1 deployment
View spec - MANDRILL[PRODUCTION][2025–2026]
Modular high-mobility unmanned ground vehicle engineered for high-speed, heavy-duty missions in contested and GNSS-denied environments.
Quantum Systems · food-service · 4 deployments
View spec - mBos TKA System[PRODUCTION][2025]
The Monogram mBos TKA System is Monogram's robotic total-knee-arthroplasty platform, recorded in the surgical form factor as the autonomy-boundary case of the orthopedic sub-cohort: unlike the AI-augmented surgeon-controlled systems Stryker Mako, Smith+Nephew CORI, and Zimmer Biomet ROSA, where the surgeon makes the cuts, the cleared mBos is semi-autonomous, with the robotic arm executing the bone cuts itself under AI control within a surgeon-approved, patient-specific CT-based plan and active surgeon supervision.
Monogram Technologies · food-service · 1 deployment
View spec - MeCO AUV[PRODUCTION][2024]
Medium Cost Open-source autonomous underwater vehicle designed for research in underwater human-robot interaction, marine conservation, and aquatic species management.
Interactive Robotics and Vision Laboratory (IRV Lab) · food-service · 2 deployments
View spec - Nature Robots Autonomy Platform[PRODUCTION][2026]
Modular autonomy software for agricultural machinery, enabling autonomous operations for organic and regenerative farming.
Nature Robots · food-service · 2 deployments
View spec - Nucleus Operator[PRODUCTION][2026]
Nucleus Robotics proprietary intelligence layer for humanoid robots, spanning perception, task planning, real-time adaptation, and fleet coordination.
Nucleus Robotics · food-service · 1 deployment
View spec - Oryom[PRODUCTION][2026]
The JASPER Platform (formerly ORYOM) is the world's first robotic surgery platform for cataract and widespread ocular diseases.
ForSight Robotics · food-service · 2 deployments
View spec - Patria TRACKX UGV[PRODUCTION][2026]
Patria Plc (Finnish: Patria Oyj) is a Finnish defense, security, and aviation technology company headquartered in Helsinki, Finland, and majority-owned (50.1%) by the Finnish government with Kongsberg Defence & Aerospace holding 49.9%.
Patria · food-service · 5 deployments
View spec - PeritasAI Surgical AI System[PRODUCTION][2026]
PeritasAI's PeriVerse platform is an agentic surgical system that provides real-time perception, coordination, and execution across perioperative environments.
PeritasAI · food-service · 1 deployment
View spec - Peterbilt 579 (Autonomous)[PRODUCTION][2022]
The Peterbilt 579 is a Class 8 heavy-duty truck being developed for autonomous operation through PACCAR's partnership with Aurora Innovation.
PACCAR · food-service · 2 deployments
View spec - Pioneer-class H-USV[PRODUCTION][2023–2024]
The Pioneer-class H-USV is a 14.2m hydrogen-powered unmanned surface vessel designed for full ocean operations, capable of deploying modular sensor and system payloads up to 6.5 tonnes.
ACUA Ocean · food-service · 2 deployments
View spec
Real-World Incidents & Failure Modes
[732 Logged]- THINK Surgical receives FDA 510(k) clearance for TMINI 1.1[REGULATORY ACTION]
Jun 15, 2026 · THINK Surgical · THINK Surgical TMINI · Fremont
Details - Revolve Surgical receives FDA 510(k) clearance for surgical robot platform[REGULATORY ACTION]
Jun 15, 2026 · Revolve Surgical · Revolve Surgical Platform · St. Michael's Hospital (Unity Health Toronto)
Details - Distalmotion Dexter robot receives FDA 510(k) clearance for gynecology indications[REGULATORY ACTION]
Jun 15, 2026 · Distalmotion · Dexter · European Union
Details - CMR Surgical recalls Versius Surgical System consoles due to Secure Boot cybersecurity vulnerability[RECALL]
Jun 9, 2026 · CMR Surgical · Versius · India
Details - Intuitive Surgical recalls 8mm SureForm 30 Gray Reloads after patient death[RECALL]
May 28, 2026 · Intuitive Surgical · da Vinci (and Ion) · South Korea
Details - Medtronic Hugo RAS: failure to calibrate with the application program freezing or failing to launch (FDA MAUDE)[MALFUNCTION]
May 21, 2026 · Medtronic · Hugo RAS · Dublin, Ireland
Details - Medtronic Hugo RAS: unintended collision with the application program freezing or failing to launch (FDA MAUDE)[MALFUNCTION]
May 14, 2026 · Medtronic · Hugo RAS · Dublin, Ireland
Details - Medtronic Hugo RAS: bipolar grasper broke and dropped a resin insulator fragment into a patient (FDA MAUDE)[INJURY]
May 11, 2026 · Medtronic · Hugo RAS · Dublin, Ireland
Details - THINK Surgical recalls TMINI tracking arrays due to loosening causing potential misalignment[RECALL]
May 8, 2026 · THINK Surgical · THINK Surgical TMINI · Fremont
Details - Auris Monarch bronchoscope: Navigation EM error at the docking station, scope removed (FDA MAUDE)[MALFUNCTION]
May 8, 2026 · Auris Health · Monarch Platform · Surgical robots
Details - Boston Dynamics Atlas humanoid robot loses hand during backflip at CES 2026 demo[MALFUNCTION]
Jan 7, 2026 · Boston Dynamics · Spot · Germany
Details - NYPD's Spot robot dog 'DigiDog' deployment in public housing sparks public outcry and privacy concerns[REGULATORY ACTION]
Apr 1, 2021 · Boston Dynamics · Spot · Germany
Details - Tesla robotaxi crash count rises to 14 in Austin, roughly 4x human driver rate[COLLISION]
Feb 17, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla reveals two Robotaxi crashes involving teleoperators in newly unredacted NHTSA reports[COLLISION]
May 15, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Model Y on FSD struck and killed pedestrian Johna Story on Arizona highway, first known FSD pedestrian fatality[FATALITY]
Nov 28, 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