TECHNOLOGY STACK NeuroSkin™ Technology Architecture Tactile Infrastructure for thePhysical Intelligence Era Building a positive flywheel from touch to data, intelligence, and models.
Building the World's First Touch → Data → Intelligence → Model Flywheel
▶ Explore the ArchitectureTouch AI Touch Intelligence Applications Industry Applications 1 Why Touch Is So Difficult WHY TOUCH IS HARD
Vision Tells AI What it sees
RGB RGB Video Video Depth Depth Point Cloud Point Cloud 2D Information VS Touch Tells AI What the physical world really is
Pressure Pressure Force Force Shear Shear Slip Slip Vibration Vibration Temperature Temperature Texture Texture Material Material 6D+ Physical Information Touch carries rich physical signals; understanding touch means understanding the world.
5 Application Layer Application Layer 4 Foundation Model Layer Foundation Model Layer 3 Touch AI Layer Touch AI Layer 2 Data Layer Data Layer 1 Sensor Hardware Layer Sensor Hardware Layer
Real-world Intelligent Applications Enabling robotics, automotive, industrial, medical, and more.
Robotics Automotive Industrial Medical MoreTactile Foundation Models Building general tactile understanding and world models.
Touch Foundation Model Material Model Manipulation Model Physical Intelligence Model
Touch AI Engine Helping machines understand touch, predict, and decide.
Contact Recognition Material Recognition Force Estimation Slip Detection Quality Understanding
Tactile Data Platform Large-scale tactile data collection, processing, and governance.
Data Collection Data Labeling Data Cleaning Data Storage Data Governance
Tactile Sensor Hardware High-precision, multimodal, scalable tactile sensing.
UltraMatrix™ DenSense™ NeuroSkin™
3 Five Core Layers FIVE CORE LAYERS
1 Sensor Hardware Layer Sensor Hardware Layer
High-density flexible tactile matrix Multimodal sensing: pressure, force, slip, and more Large-area coverage with conformal fitting UltraMatrix™ DenSense™ NeuroSkin™
Learn More 2 Data Layer Data Layer
Large-scale tactile data collection Automated labeling and data cleaning High-quality data and governance Collection Labeling Governance
Learn More 3 Touch AI Layer Touch AI Layer
Contact detection and multidimensional sensing Material Recognition Force and slip prediction Force Slip Texture
Learn More 4 Foundation Model Layer Foundation Model Layer
Large-scale tactile pretraining models Generalized understanding across appearance and materials Fusion with vision, mechanics, and language Tactile Material Manipulation PI Model
Learn More 5 Application Layer Application Layer
Dexterous robotic hand control Smart cabins and flexible tactile surfaces Industrial inspection and health monitoring Robotics Automotive Industrial Medical More
Learn More 4 Data Flywheel Driven DATA FLYWHEEL
Every deployment makes the system smarter; every contact advances physical intelligence.
5 IP and Patent Portfolio IP & PATENTS
400+ Global Patent Applications 180+ Granted Patents 60+ Software Copyrights Covering full-stack barriers across sensors, materials, algorithms, models, and systems.
View Patent List 2025 UltraMatrix™ Mass Production Build a high-density tactile hardware platform
2026 Touch AI Engine Enable tactile understanding and prediction
2027 Tactile Foundation Model Release Build general tactile large models
2028 Physical Intelligence Platform Support tactile tasks and multimodal fusion
2030+ Toward Embodied AGI Touch becomes a core sense for intelligence