WuwenAI-World Model-driven Full Closed-loop Physical AI Data Foundation

World Model-driven Full Closed-loop Physical AI Data Foundation

Capture · Generate · Simulate

WuYin Data Foundation Platform

An Ever-evolving Physical AI Closed Loop: Data × Scenarios × Toolchain × Evaluation Standards

High-Quality Data

Multi-source Heterogeneous Data: Real & Synthetic

High-Quality Datasets
Data Acquisition & Management
Data Annotation & Processing
Data Synthesis & Generalization

Learn More Book a Demo

High-Value Scenarios

Training Grounds + Simulation + Real-world Deployment Scenarios

Physical Capture Training Grounds
SimReady Asset Library
Full-industry Scenario Coverage
Multi-level Scenario Access

Learn More Book a Demo

Real2Sim2Real Toolchain

Scenario – Data – Model – Scenario

Digital Twin
Asset Generalization
Differentiable Physics Engine
Brain Training Infrastructure

Learn More Book a Demo

Evaluation Standards

Quantifiable Evaluation System

Simulation Evaluation
Physical Hardware Evaluation
World Model Evaluation

Learn More Book a Demo

Who We Are

Wuwen AI is the pioneer of the world model-driven full closed-loop physical AI data foundation, and has launched "Wuyin", the industry’s first physical AI data foundation platform. Adopting the trinity architecture of World Model, Data Factory and World Simulator, we realize the complete closed-loop of capturing the world, generating the world and simulating the world.

Customer Cases

Full-stack data foundation capabilities to facilitate efficient technical iteration for customers

Production Line Deployment & Evaluation System

In partnership with Topstar, we have established a three-level evaluation system: simulation pre-verification, physical testing and production line deployment, ensuring reliable operation of embodied intelligence solutions on real production lines.

5-Level Reinforcement Learning Annotation System

We have built a five-level annotation system covering "Scenario - Object - Task - Action - Reinforcement", offering more than 15 annotation fields to fully support the closed-loop training of VLA models and reinforcement learning.

General Embodied Intelligence Task Simulation Evaluation

We cooperate with Horizon Robotics. Leveraging the EmbodiedGen framework and scan2sim pipeline, we enable generative scene simulation to support large-scale task evaluation across multiple embodied robot platforms and all data paradigms.