YYForce

• Operating use

  2026-06-09 - YY Group began an internal Unitree G1 Edu Ultimate B-U4 data-collection and automation-development programme. - Unitree G1 Edu Ultimate B-U4

  Source
• Customer site

  2026-06-03 - YY Group began pilot deployments placing humanoid robots in Singapore retail and hospitality settings alongside human staff. - Singapore humanoid pilots - Singapore retail and hospitality facilities

  Source

• Mike Fu - Chief Executive Officer - He leads the capital allocation and robotics/data-training strategy behind YY Circle, 24IFM, Unitree G1 humanoid deployment work and physical-AI training-data initiatives.
• Jason Zhi Yong Phua - Chief Financial Officer

Events

• 2026-10-21 - Capability - YYForce outlines NVIDIA-based Workforce OS robotics architecture

  The proposed stack combines Jetson and RTX compute with GR00T, Isaac Sim, Isaac ROS and TensorRT. Its roadmap progresses from concierge tasks to manipulation and beverage service, then a banquet-service minimum viable product over six months. Longer-term applications include integrated facilities management and cleaning workflows.

  Source
• 2026-10-20 - Partnership - YYForce acquires 20 wearable systems for housekeeping robot data

  Head-mounted egocentric cameras are synchronised with wrist-mounted cameras. Planned demonstrations cover bed and linen preparation, towel and amenity organisation, and selected cleaning tasks. Recordings require review, annotation, hardware adaptation and controlled testing before robot capability can be established.

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• 2026-10-06 - Facility Opening - YYForce opens Singapore robotics training and experience centre

  Simulated hospitality environments cover housekeeping, restroom maintenance and banquet workflows, alongside a live security command centre. The facility supports robot-data collection and testing before deployment in customer environments. YYForce is evaluating Robotics-as-a-Service, leasing and managed-service models through the centre.

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• 2026-09-08 - Partnership - YYForce and Integral Cleaning form Facadevision AI drone-services joint venture

  YYForce owns 70% of the venture and Integral Cleaning owns the remaining 30%. The planned system combines enterprise drones with AI image analysis for cracks, spalling, sealant failure and water ingress. Commercial deployment is scheduled to begin in Singapore in the third quarter of 2026.

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• 2026-06-16 - Market Signal - YY Group completes $20M at-the-market equity offering

  The completed program raised $20 million gross and about $19.1 million net after commissions and estimated expenses. YY Group plans to retire higher-cost short-term business loans and invest most remaining capital in YY Circle, regional IFM services, AI software, physical-AI training data factories and robotics initiatives. The event is a financing milestone; the robotics relevance is the stated use of proceeds and YY Group’s separate Unitree G1 facility-workflow data program.

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• 2026-06-13 - Deployment - YY Group deploys humanoids for cleaning and training-data collection

  Initial deployments place Unitree G1 Edu humanoids in malls and hotels for repetitive sanitation and maintenance work. Human cleaners will record workflows through YY Circle and 24IFM, building training data for later robot autonomy.

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• 2026-06-09 - Deployment - YY Group began using Unitree G1 Edu Ultimate B-U4 robots as the hardware foundation for…

  YY Group uses Unitree G1 Edu Ultimate B-U4 robots as its facility-management hardware base. The programme collects operating data for later automation development.

  Source
• 2026-06-03 - Deployment - YY Group launches Singapore humanoid lab and service-robot pilots

  The lab uses NVIDIA accelerated computing to support humanoid robotics training data workflows. The pilots place humanoid robots in commercial retail and hospitality settings alongside human staff. The deployment places YY Group's technology into robot manipulation, haptics or human-assistive robotics workflows beyond a lab-only setting.

  Source

Relationships

• NVIDIA

  Integrates With - YYForce is developing Workforce OS around NVIDIA compute, simulation and robot-learning tools, with phased service workflows planned.

• Novotel Singapore on Stevens

  Partner - YYForce plans a housekeeping-demonstration collection initiative with Novotel Singapore on Stevens using acquired wearable camera systems for robot-learning development.

• Integral Cleaning Pte. Ltd.

  Facadevision AI Joint Venture Partner - YYForce and Integral Cleaning formed Facadevision AI for drone-enabled facade inspection and cleaning.

Comparable profiles

• LabyrinthAI

  stack adjacency - Physical AI Data Infrastructure · Physical AI Training Data

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  stack adjacency - Physical AI Data Infrastructure · Physical AI Training Data

• Vision Lab

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• Sureform

  stack adjacency - Physical AI Data Infrastructure · Physical AI Training Data

• Xspark AI

  stack adjacency - Physical AI Data Infrastructure · Physical AI Training Data

• Kognic

  stack adjacency - Physical AI Data Infrastructure · Physical AI Training Data

• Lightwheel

  stack adjacency - Physical AI Data Infrastructure

• microagi

  stack adjacency - Physical AI Data Infrastructure

• H2L Robotics India

  stack adjacency - Physical AI Training Data

• peaq

  stack adjacency - Physical AI Data Infrastructure

• Ropedia

  stack adjacency - Physical AI Training Data

• Hyundai Motor Group

  stack adjacency - Physical AI Data Infrastructure

Shared workflows

• KEMARO

  workflow adjacency - Facility Maintenance Robotics

• Skyline Robotics

  workflow adjacency - Facility Maintenance Robotics

• Amano

  workflow adjacency - Facility Maintenance Robotics

• Avidbots

  workflow adjacency - Autonomous Facility Cleaning

• Tennant Company

  workflow adjacency - Autonomous Facility Cleaning

• SoftBank Robotics Group

  workflow adjacency - Autonomous Facility Cleaning

• Shyld AI

  workflow adjacency - Autonomous Facility Cleaning

• ToolSense

  workflow adjacency - Autonomous Facility Cleaning

• Friendly Robots

  workflow adjacency - Autonomous Facility Cleaning

• Autonomics Tech

  workflow adjacency - Autonomous Facility Cleaning

• Viabot

  workflow adjacency - Autonomous Facility Cleaning

• Star Species Robotics

  workflow adjacency - Autonomous Facility Cleaning

Context tags

• Facility maintenance robotics - Workflow - YY Group targets commercial sanitation and facility-maintenance workflows for humanoid robotics data collection.
• Physical AI data infrastructure - Stack Layer - YY Group describes real-world training datasets and physical-AI data factories for facility-management robotics.
• Physical AI training data - Stack Layer - YY Group links its robotics initiative and ATM proceeds to physical-AI training data and facility-workflow data capture.
• Retail and facility operations - Customer Environment - YY Group serves hospitality, retail, transportation, banking and mixed-use facility environments through 24IFM.
• Autonomous facility cleaning - Workflow - YY Group identifies commercial sanitation and cleaning workflows as initial focus areas for its robotics data program.