Overview of Technical Architecture

WarkAI OS is a human-machine collaborative operating system designed for industrial scenarios. By deeply integrating AI, AR, and robotics technologies, it enables human-machine collaboration, knowledge accumulation, and intelligent decision-making, providing a full-stack solution for the digital transformation of traditional manufacturing industries.
Hardware Layer
AR Glasses
Head-mounted recorder
Collaborative Robot
IoT Sensor
Edge Computing Devices
WarkAI OS
Equipment Management
Data Collection
Real-time Communication
Security Framework
Resource Scheduling
AI Engine Layer
Computer Vision
Natural Language Processing
Knowledge Graph
Decision Optimization
Machine Learning
Application Layer
AR Work Instructions
Remote Collaboration
Quality Control
Skills Training
Intelligent Management

WarkAI OS adopts a layered architecture design, forming a complete technology stack from the underlying hardware to the top-level applications. Through open APIs and SDKs, it supports third-party developers in creating various vertical industry applications based on WarkAI OS, thereby building a rich application ecosystem.

The system core adopts a microservices architecture with loosely coupled, highly cohesive functional modules, supporting flexible deployment and on-demand scalability. A hybrid architecture combining edge computing and cloud collaboration ensures stable operation even in industrial environments with unstable network conditions.

Core Technical Competencies

Industrial Vision AI

Industrial vision AI system based on deep learning, optimized for manufacturing scenarios such as textiles, capable of achieving high-precision defect detection, dimensional measurement, and quality grading under complex lighting and environmental conditions.

99.7%
Defect Detection Rate
0.3%
False Positive Rate
Process Knowledge Graph

Automatically build and maintain a process knowledge graph to structurally consolidate expert experience and process parameters, supporting knowledge inference and intelligent Q&A, thereby enabling technology inheritance and decision support.

Over 500,000
Knowledge Entity
Over 2 million
Relationship Link
AR Interaction Engine

AR interaction engine optimized for industrial scenarios, supporting gesture recognition, voice control, and eye tracking to enable hands-free human-machine interaction, while providing industrial-grade spatial positioning and environmental understanding capabilities.

±2mm
Spatial positioning accuracy
98.5%
Gesture Recognition Accuracy Rate
Human-Machine Collaboration Framework

A reinforcement learning-based human-machine collaboration framework enables natural cooperation between humans and robots, allowing robots to understand human intentions and adapt their behavior accordingly, thereby enhancing collaboration efficiency and safety.

0.1s
Response Delay
99.99%
Safety and Reliability
Intelligent Decision-Making System

An intelligent decision-making system integrating operations research and deep reinforcement learning provides adaptive optimization decision support for scenarios such as production scheduling, inventory management, and energy consumption optimization.

28%
Improvement of Resource Utilization Rate
32%
Cost Reduction
AI Little Seal Fortune-Telling Large Model

An AI fortune-telling system based on large-scale pre-trained models that integrates traditional metaphysics and modern psychology to provide personalized career planning, personality analysis, and development advice, helping users gain a better understanding of themselves.

100B+
Model Parameters
87%
Customer Satisfaction

WarkAI OS System Interface

WarkAI OS Interface
WarkAI OS User Interface
Immersive UI
Three-dimensional user interface based on spatial computing, supporting natural gesture and voice interaction
Real-Time Data Dashboard
Visualize production data, equipment status, and quality metrics
Workflow Engine
Visual workflow design and execution supporting complex business process automation
Intelligent Early Warning System
AI-based anomaly detection and early warning for proactive identification of potential issues

Technological Innovation and Patents

Industrial Defect Detection Method Based on Multimodal Fusion
Integrate multimodal data such as visual, auditory, and vibration signals to enhance defect detection accuracy in complex environments
Patent Number: CN112345678A
Dustproof and Waterproof Structural Design of Industrial AR Glasses
Protective structure specifically designed for harsh industrial environments to ensure stable operation of equipment under high temperature high humidity and dusty conditions
Patent Number: CN123456789A
Self-Optimization Method for Process Parameters Based on Knowledge Graph
Utilizing knowledge graphs and reinforcement learning to achieve automatic optimization and adjustment of process parameters
Patent Number: CN234567890A
Safety Interaction Mechanism for Human-Machine Collaboration
Human-machine safety collaboration mechanism based on intention recognition and behavior prediction to ensure the safety of human-machine cooperation
Patent Number CN345678901A
Low-Power Edge Computing Architecture in Industrial Environments
Edge computing architecture optimized for industrial IoT scenarios to achieve low power consumption and high-performance data processing
Patent Number CN456789012A

Technology Roadmap

2025
WarkAI OS 1.0
  • Basic AR Interaction Framework
  • Industrial Vision AI System
  • First-generation Knowledge Graph Engine
  • Fundamental Human-Machine Collaboration Framework
2026
WarkAI OS 2.0
  • Multimodal Perception System
  • Enhanced Knowledge Reasoning Engine
  • Adaptive Human-Machine Collaboration Framework
  • Edge Computing Optimization
2027
WarkAI OS 3.0
  • Autonomous Learning System
  • Cross-domain Knowledge Transfer
  • Advanced Human-Machine Collaborative Decision-Making
  • Open Ecosystem
2028
WarkAI OS 4.0
  • General Industrial Intelligence
  • Autonomous Optimization System
  • Industrial Metaverse Platform
  • Global Knowledge Network

Technical Partner

Tsinghua University Institute for Artificial Intelligence
Jointly develop industrial vision AI algorithms and knowledge graph technologies
NVIDIA
Provide AI computing chips and edge computing solutions
Alibaba Cloud
Provide cloud computing infrastructure and IoT platform support
Bosch
Provide industrial-grade sensors and IoT devices
China National Textile and Apparel Council
Provide support for industry standards and application scenarios
Industrial Internet Industry Alliance
Provide industrial internet standards and ecosystem collaboration