This content is currently WIP. Diagrams, content, and structure are subject to change.

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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.

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Version 8.8 (March 2025)

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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

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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

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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

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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

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Version 8.7 (November 2024)

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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

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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

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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

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Version 8.6 (July 2024)

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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

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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

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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