NeuroSkin Data Flywheel

NeuroSkin™Data FlywheelGlobal tactile intelligence data flywheel platform

Every Touch Powers The Evolution Of AI

Every touch fuels AI evolution through tactile data, reasoning, and embodied intelligence.

Vision tells AIwhat the world looks like

Language tells AIhow the world is described

Touch tells AIwhat the world really is

10B+

Tactile data points

Tactile Data Points
1M+

Interaction scenarios

Interaction Scenarios
100+

Material texture library

Material & Texture Library
10+

Industry solutions

Industry Solutions
AI head learning tactile feedback

Why Touch Matters

Vision Is Not Enough

AI can see objects, but touch tells whether they slip, heat, break, or can be grasped safely.

Vision ≠ UnderstandingTouch = Real-world Feedback
PressurePressure
ForceForce
SlipSlip
TextureTexture
TemperatureTemperature
VibrationVibration
ComplianceCompliance
MaterialMaterial

NeuroSkin Data Flywheel

NeuroSkin Data Flywheel

NeuroSkin builds a tactile ecosystem where deployment grows data and model capability.

Five-Layer Architecture

NeuroSkin Five-layer Technology Architecture

From hardware to data, algorithms, models, and applications, NeuroSkin builds physical AI.

01

Touch Hardware

Sensing Layer

UltraMatrix™, DexSense™, and NeuroSkin™ form the tactile hardware entry.

  • High-density Flexible Arrays
  • Large-area Conformal Coverage
  • Real-time Tactile Response
02

Data Infrastructure

Data Layer

Collect, synchronize, label, govern, and build training datasets.

  • Multi-source Data Collection
  • Tactile Labeling and Governance
  • Continuous Training Set Construction
03

Touch AI

Intelligence Layer

Understand, recognize, predict, and learn tactile signals.

  • Tactile Recognition
  • Contact State Understanding
  • Action Feedback Prediction
04

Foundation Model

Model Layer

Build material, object, contact, and action cognition.

  • Material Cognition
  • Object Cognition
  • World Model Training
05

Applications

Application Layer

Robots, cabins, health, industrial inspection, and battery safety create more data.

  • Robot Manipulation
  • Smart Cabin
  • Health and Industrial Scenarios

Network Effect

Data Is the Largest Moat

NeuroSkin’s value grows as contact flows back: more deployment, data, and stronger models.

Traditional Model

After delivery, data stays on site and the system stops growing.

Sell ProductProject EndsCapability Stops Growing

NeuroSkin Model

Every deployment enters the data network and loops from hardware to models and applications.

Deploy ProductCollect DataTrain ModelsCapability ImprovesMore CustomersMore Data
10B+tactile data points continuously accumulated

Industry Applications

Industry Applications

Across robots, cabins, sleep, batteries, and industry, NeuroSkin turns touch into data.

Humanoid Robot

Humanoid Robot

Whole-body Touch / Safe Interaction

Dexterous Hand

Dexterous Hand

Grasp Control / Contact Feedback

Smart Cabin

Smart Cabin

Occupant Detection / Posture Recognition

Sleep Health

Sleep Health

Sleep Posture / Respiration Monitoring

Battery Safety

Battery Safety

Thermal Runaway Warning / Pressure Monitoring

Industrial Inspection

Industrial Inspection

Material Recognition / Quality Inspection

Core Moat

We Are Not Just Building Sensors

We are building tactile intelligence infrastructure.

Hardware Moat

Flexible Electronic Skin / High-density Arrays / Manufacturing Process

Data Moat

Global Tactile Database / Continuous Growth / Hard to Replicate

Model Moat

Touch AI / Tactile Foundation Model / Embodied Intelligence Models

Touching The Future

Touching The Future

2025Touch Sensor

Tactile Sensors

2026Touch Intelligence

Touch Intelligence

2027Tactile Foundation Model

Tactile Foundation Model

2028+Physical Intelligence

Physical Intelligence

FutureEmbodied AGI

Embodied AGI

Vision lets AI see the world
Touch lets AI trust the world

Vision tells AI what the world looks like. Touch tells AI what the world is.

NeuroSkin™Building the Operating System for Physical Intelligence