> ## Documentation Index > Fetch the complete documentation index at: https://devdocs-shaunak-branch.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # Changelog This content is currently WIP. Diagrams, content, and structure are subject to change. *** title: "C3 AI Reliability Changelog" description: "Version history and changes for the C3 AI Reliability application" -------------------------------------------------------------------------------- This document provides a history of significant changes to the C3 AI Reliability application. ## Version 8.8 (March 2025) ### New Features * **GenAI Integration**: Added natural language processing capabilities for maintenance reports and recommendations * **Advanced Time-to-Event Predictions**: Improved algorithms for more accurate failure predictions * **Enhanced Visualization Tools**: New dashboards and interactive visualizations for better insights * **Multi-sensor Anomaly Detection**: Detect anomalies across multiple sensors simultaneously * **Automated Sensor Health Monitoring**: Proactive detection of sensor malfunctions ### Improvements * **Risk Alert Calculations**: Enhanced algorithms for more accurate risk assessment * **Failure Mode Recommendations**: Improved recommendation engine with contextual suggestions * **UI Performance**: Optimized dashboard loading and rendering * **Data Processing Pipeline**: 40% improvement in data processing efficiency * **ML Model Management**: Simplified interface for managing and deploying ML models ### Bug Fixes * Fixed issue with alert notifications not being sent in certain scenarios * Resolved data synchronization problems in high-latency environments * Fixed calculation errors in certain edge case scenarios * Addressed UI rendering issues on mobile devices * Corrected time zone handling for global deployments ### API Changes * Added new endpoints for GenAI integration * Deprecated legacy alert API endpoints (will be removed in version 9.0) * Enhanced authentication mechanisms for API access * Added rate limiting to prevent API abuse * Improved error handling and response formats ## Version 8.7 (November 2024) ### New Features * **Improved User Interface**: Enhanced dashboards and visualization tools * **Advanced Reporting**: Comprehensive exportable reports * **Alert Muting**: Ability to mute specific types of alerts * **Flagged Anomalous Periods**: Better identification of anomalous time periods * **User Recommendations**: Personalized recommendations based on user behavior ### Improvements * **Risk Alert Calculations**: Refined algorithms for better accuracy * **Sensor Data Processing**: Improved handling of noisy sensor data * **Performance Optimization**: Faster loading times and response rates * **Data Integration**: Enhanced capabilities for integrating with external data sources * **Documentation**: Expanded user guides and API documentation ### Bug Fixes * Fixed issues with data import from certain file formats * Resolved UI rendering problems on specific browsers * Addressed calculation errors in risk assessment * Fixed notification delivery issues * Corrected timezone handling for scheduled reports ## Version 8.6 (July 2024) ### New Features * **Basic Risk Alert Calculations**: Initial implementation of risk assessment algorithms * **Simple Anomaly Detection**: Detection of basic anomalies in sensor data * **Standard User Interface**: Initial dashboards and visualization tools * **Basic Reporting**: Simple reporting capabilities * **Fundamental ML Models**: Initial implementation of machine learning models ### Improvements * **Data Model**: Enhanced data model for reliability applications * **Performance**: Optimized database queries and data retrieval * **User Experience**: Improved navigation and workflow * **Integration**: Better integration with external systems * **Documentation**: Initial comprehensive documentation ### Bug Fixes * Addressed issues with data import and export * Fixed calculation errors in basic metrics * Resolved UI rendering issues * Corrected authentication and authorization problems * Fixed scheduling issues for automated tasks