Use Cases

Privacy AI technology is transforming industries across the board, enabling secure collaboration while protecting data sovereignty

Pilot Operation
Healthcare
Privacy-preserving medical data analysis and cross-institutional collaborative research
Healthcare Use Case

Application Scenarios

Collaborative Medical Research

Multiple hospitals jointly train AI diagnostic models without revealing patient privacy

Genetic Data Analysis

AI analysis of encrypted genetic data to gain medical insights without exposing personal information

Remote Diagnostic Assistance

Doctors upload encrypted medical images, AI provides diagnostic references while protecting patient privacy

Key Benefits

Patient Privacy Protection
Cross-institutional Data Sharing
AI Diagnostic Accuracy Improvement
Medical Regulation Compliance
Development Phase
Financial Risk Control
Cross-institutional collaborative risk control and privacy-preserving financial services
Financial Risk Control Use Case

Application Scenarios

Joint Anti-fraud

Banks and payment institutions share encrypted transaction data to train anti-fraud models

Credit Assessment

Calculate user credit scores based on multi-party encrypted data without exposing specific financial information

Risk Management

Financial institutions collaborate on risk assessment while maintaining data confidentiality

Key Benefits

Financial Data Protection
Cross-institutional Collaboration
Fraud Detection Enhancement
Regulatory Compliance
Concept Phase
Web3 Social
Decentralized privacy social networks and content platforms
Web3 Social Use Case

Application Scenarios

Privacy Social Networks

Users control their own data while enjoying rich social experiences

Content Recommendation

AI recommends content based on encrypted user preferences without privacy leakage

Decentralized Identity

Self-sovereign identity management with privacy protection

Key Benefits

User Data Sovereignty
Privacy Protection
Decentralized Governance
Content Security
Research Phase
Internet of Things
Privacy-preserving IoT data processing and smart device collaboration
Internet of Things Use Case

Application Scenarios

Smart City

City-wide IoT data analysis for traffic optimization while protecting citizen privacy

Industrial IoT

Factory equipment data sharing for predictive maintenance without revealing trade secrets

Smart Home

Home device collaboration with privacy protection and security guarantee

Key Benefits

Device Privacy Protection
Data Sovereignty
Intelligent Collaboration
Security Guarantee
Planning Phase
Gaming & Entertainment
Privacy-preserving gaming experiences and digital asset management
Gaming & Entertainment Use Case

Application Scenarios

Privacy Gaming

Game data analysis and personalization while protecting player privacy

Digital Asset Trading

Secure trading of game assets and NFTs with privacy protection

Competitive Gaming

Fair competition environment with anti-cheat mechanisms

Key Benefits

Player Privacy
Asset Security
Fair Competition
Data Ownership
Research Phase
Supply Chain
Transparent and privacy-preserving supply chain management
Supply Chain Use Case

Application Scenarios

Product Traceability

Full product lifecycle tracking while protecting commercial secrets

Quality Control

Cross-enterprise quality data sharing for collaborative improvement

Logistics Optimization

Supply chain optimization through encrypted data analysis

Key Benefits

Transparency
Privacy Protection
Efficiency Improvement
Trust Building

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