Development Roadmap

Our journey to build the most comprehensive privacy-preserving toolkit for LLM workflows

Open Development

Community Driven

Regular Updates

Current Status

We're currently in the Core Development Phase, building the foundation and core features of SecurePrep

Core Development Phase - Q1 2026 (January - March)

Current

Current Focus

Core PII/PHI detection algorithms
Multi-format document processing
Human-in-the-loop review interface
Cross-platform desktop app (Qt)
Web interface development

In Progress

Security framework implementation
Output sanitization system
CLI tools and basic API
Performance optimization
Testing & documentation

Development Timeline

Q1 2026 (January - March)

Current Phase

Core Development

• Project architecture & design
• Core PII/PHI detection algorithms
• Multi-format document processing
• Human-in-the-loop review system
• Cross-platform desktop app (Qt)
• Security framework implementation

User Interface

• Web interface (Streamlit-based)
• CLI tools development
• Basic API implementation
• Output sanitization system
• Performance optimization
• Initial testing & documentation

Q2 2026 (April - June)

Enterprise Features

Enterprise Security

• Role-based access control (RBAC)
• Single Sign-On (SSO) integration
• Comprehensive audit logging
• Advanced encryption options
• Compliance reporting tools
• Data residency controls

API & Integration

• RESTful API enhancement
• Python & JavaScript SDKs
• Webhook support
• Third-party integrations
• Batch processing API
• GraphQL endpoints

Q3 2026 (July - September)

Scale & Cloud

Cloud & Scaling

• Cloud-native deployment options
• Kubernetes operator
• Auto-scaling capabilities
• Distributed processing support
• High availability configurations
• Multi-region deployment

Analytics & Monitoring

• Real-time processing metrics
• Detection accuracy analytics
• Performance monitoring dashboard
• Custom alerting system
• Usage analytics and reporting
• ML model performance tracking

Q4 2026 (October - December)

v1.0 Release

Production Release

• Production-ready stable release
• Comprehensive documentation
• Professional support options
• Enterprise licensing program
• Certification and compliance validation
• Community marketplace launch

Advanced Features

• AI-powered custom entity training
• Advanced workflow automation
• Plugin ecosystem launch
• Mobile companion apps
• Advanced compliance modules
• Multi-language support expansion

Community & Support

Get Involved

Join our growing community and help shape the future of privacy-preserving AI tools.

Roadmap Updates

We update our roadmap monthly based on community feedback and development progress.

Last UpdatedJanuary 2026

Next ReviewFebruary 2026