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]- SeaBotix vLBV[PRODUCTION][2024–2026]
Mini observation-class ROV for inspection, search, and survey.
Teledyne Marine · food-service · 2 deployments
View spec - Seaeye Falcon[PRODUCTION][2005]
Electric light work-class ROV with 5-thruster vectored configuration.
Saab Seaeye · food-service · 1 deployment
View spec - SEALMINER A4[PRODUCTION][2023–2025]
The SEALMINER A4 is Bitdeer's fourth-generation bitcoin mining rig powered by proprietary SEAL04 ASIC chips, achieving approximately 9.45 J/TH power efficiency.
Bitdeer Technologies · food-service · 3 deployments
View spec - Segway Navimow i2 LiDAR[PRODUCTION][2024]
Robotic lawn mower with solid-state LiDAR, dual-camera fusion, and NRTK (Network Real-Time Kinematic) precision positioning.
Segway-Ninebot · food-service · 1 deployment
View spec - Segway Navimow i206[PRODUCTION][2024]
Wire-free robotic lawn mower navigating by GNSS/RTK satellite positioning fused with VisionFence camera AI for vision-based obstacle avoidance (avoids 150+ obstacle types, handles narrow corridors and partial tree cover better than GNSS-only).
Segway-Ninebot · food-service · 1 deployment
View spec - Segway Navimow X3[PRODUCTION][2024]
The Segway Navimow X3 is a robot lawn mower with a 300-degree triple-camera VisionFence system that performs human and animal detection.
Segway · food-service · 3 deployments
View spec - Semi[PRODUCTION][2022–2026]
The Tesla Semi is a Class 8 battery-electric heavy-duty truck (325-mile and 500-mile range variants), unveiled in November 2017 with first deliveries to PepsiCo on December 1 2022.
Tesla · trucks · 7 deployments
View spec - Senhance[PRODUCTION][2017–2020]
Asensus Surgical, formerly TransEnterix and based in Durham, North Carolina, was a public company on the NYSE American as ASXC that made the Senhance multi-port laparoscopic robotic system, FDA-cleared via 510(k) in October 2017 with subsequent instrument and indication clearances, making Senhance a genuinely cleared if relatively low-volume commercial product.
Asensus Surgical · food-service · 3 deployments
View spec - Sensus UGV[PRODUCTION][2024]
Rugged unmanned ground vehicle with AI-powered autonomy for military and defense support operations.
ISS Aerospace · food-service · 2 deployments
View spec - Sentante Endovascular Robotic Platform[PRODUCTION][2024]
CE-marked endovascular robotic platform with haptic force feedback for remote vascular interventions.
Sentante · food-service · 2 deployments
View spec - Sentire[PRODUCTION][2025]
Endoscopic surgical robotic system CE-marked under EU MDR in May 2026, covering general surgery, gynecology, thoracic, and urology.
Cornerstone Robotics · food-service · 2 deployments
View spec - Servi[PRODUCTION][2022–2024]
Wheeled food and drink delivery robot for restaurants; autonomous navigation via lidar and camera sensor fusion.
Bear Robotics · food-service · 4 deployments
View spec - Servi Plus[PRODUCTION][2024]
Bear Robotics' Servi Plus is a high-capacity hospitality serving robot carrying up to ~88 lb across up to four extra-large trays or bus tubs; it uses LiDAR and multiple cameras for navigation, with multi-destination delivery and a Mars-rover-inspired suspension for ramps and liquids.
Bear Robotics · food-service · 1 deployment
View spec - SH602HA-AP Smart Robotic Computing Module[PRODUCTION][2024]
Smart robotic computing module based on the D-Robotics Sunrise 5 (X5M) chip platform with 10 TOPS BPU computing power, designed for edge AI and robot perception workloads including Transformer, BEV, and Occupancy models.
Quectel · food-service · 2 deployments
View spec - Shark Matrix Self-Empty Robot Vacuum[PRODUCTION][2024]
Shark-brand robot vacuum (vvc: verified to use 360-degree LiDAR mapping + object detection, NOT the older Shark non-LiDAR designs) combined with Matrix Clean, a precision-grid multi-pass coverage pattern.
SharkNinja · food-service · 1 deployment
View spec
Real-World Incidents & Failure Modes
[732 Logged]- Tesla recalls 362,758 FSD Beta vehicles over unsafe intersection/speed behavior[RECALL]
Feb 16, 2023 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA upgrades Tesla FSD probe 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 - France blocks Tesla FSD Supervised approval over safety concerns[REGULATORY ACTION]
Jul 22, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Model 3 with FSD active crashed into Katy TX home at 70+ mph, killing Martha Avila, 76; driver overrode FSD by pressing accelerator to 100%[FATALITY]
Jun 19, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla FSD Supervised vehicle crashes into Katy TX home at 70+ mph, killing 76-year-old resident; driver pressed accelerator 100%[FATALITY]
Jun 29, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA opens Preliminary Evaluation PE25012 into 2.88 million Tesla FSD vehicles over red-light running and wrong-way driving[REGULATORY ACTION]
Oct 7, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA escalates PE25012 with formal Information Request to Tesla, demanding FSD engagement data for red-light/wrong-way probe[REGULATORY ACTION]
Dec 3, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA investigates Tesla FSD over crashes in reduced visibility, including a fatality[REGULATORY ACTION]
Oct 18, 2024 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - NHTSA opens probe into ~2.9M Teslas over FSD traffic-law violations[REGULATORY ACTION]
Oct 9, 2025 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Fired Tesla FSD safety manager Javier Medrano sues Tesla, alleges systemic safety oversight defects and calls robotaxis cars rolling hazards[OTHER]
Jul 28, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Robotaxi driven into tree stump by remote operator in Houston[COLLISION]
May 1, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando
Details - Tesla Model 3 crashes into Katy, TX home killing 76-year-old Martha Avila; NHTSA opens special crash investigation[FATALITY]
Jun 19, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Tesla Model 3 operating on driver-assistance system crashed into Katy, TX home, killing 76-year-old Martha Avila; NHTSA and NTSB opened investigations[FATALITY]
Jun 19, 2026 · Tesla · Tesla Robotaxi (Model Y ADS) · Orlando, Florida, USA
Details - Nevada Transportation Authority approves Tesla full Autonomous Vehicle Network Company permit for up to 5,000 robotaxis in Las Vegas[REGULATORY ACTION]
Tesla
Details - NHTSA escalates Tesla FSD investigation to Engineering Analysis EA26002 covering 3.2M vehicles[REGULATORY ACTION]
Mar 18, 2026 · 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