Features

Comprehensive privacy-preserving capabilities for safe LLM processing

PII/PHI Detection

Multi-Format Support

Enterprise Security

Cross-Platform

🔐 Core Privacy Features

Advanced PII/PHI Detection

State-of-the-art algorithms for identifying sensitive information

Social Security Numbers
Credit Card Numbers
Email Addresses & Phone Numbers
Medical Record Numbers
Names & Addresses

Human-in-the-Loop Review

Manual review and editing before processing

Interactive annotation interface
Approve/reject detections
Custom redaction patterns
Collaborative review workflows
Audit trail for all changes

Multi-Format Processing

Support for various document types and formats

Plain text & Markdown
PDF documents
Microsoft Word (DOCX)
Excel spreadsheets (XLSX)
CSV & TSV files

Output Sanitization

Ensure LLM responses don't leak sensitive data

Real-time output scanning
Pattern-based filtering
Context-aware detection
Automatic redaction
Compliance reporting

LLM Integration

Seamless integration with popular LLM services

OpenAI GPT models
Google Gemini
Anthropic Claude
Custom API endpoints
Batch processing support

Enterprise Security

Advanced security features for enterprise deployments

Role-based access control
Field-level encryption
Audit logging
SSO integration
Compliance reporting

🚀 Platform Capabilities

Cross-Platform Desktop

Native applications for all major operating systems

Windows 10/11 support
macOS (Intel & Apple Silicon)
Linux distributions
Qt-based native UI
Offline processing capability

Command Line Interface

Powerful CLI for automation and scripting

Batch processing support
Pipeline integration
Configuration files
Progress monitoring
Exit codes & logging

Web Interface

Browser-based interface for easy access

Streamlit-based UI
Drag & drop file upload
Real-time processing
Interactive visualizations
Mobile-responsive design

API & SDK

Programmatic access for developers

RESTful API endpoints
Python SDK
JavaScript/Node.js SDK
OpenAPI documentation
Webhook support

Cloud Deployment

Scalable cloud-native deployment options

Docker containers
Kubernetes support
Auto-scaling capabilities
Load balancing
High availability setup

Monitoring & Analytics

Comprehensive monitoring and reporting

Processing metrics
Detection accuracy stats
Performance dashboards
Custom alerts
Compliance reports

📋 Compliance & Standards

GDPR

General Data Protection Regulation

Data minimization
Right to erasure
Data portability
Privacy by design

HIPAA

Health Insurance Portability Act

PHI protection
Access controls
Audit trails
Encryption standards

SOC 2

Service Organization Control 2

Security controls
Availability measures
Processing integrity
Confidentiality

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