AI and Analytics

Advanced AI and machine learning capabilities for anomaly detection, clustering, forecasting, and intelligent analytics.

The AI and Analytics module provides powerful machine learning capabilities integrated directly into Energy Logserver. From text anomaly detection to multivariate analysis, clustering, and forecasting, this module empowers security teams with AI-driven insights for proactive threat detection and operational intelligence.

Overview

Energy Logserver’s AI and Analytics capabilities enable proactive threat detection and security intelligence through machine learning. Key features include:

  • Text Anomaly Detection: NLP-based analysis to identify unusual text patterns in logs and events

  • Univariate Analysis: Single-variable anomaly detection for time-series data

  • Multivariate Analysis: Multi-dimensional correlation for complex pattern detection

  • Clustering: Automated grouping of similar events and behaviors for pattern analysis

  • Forecasting: Predictive analytics for capacity planning and trend analysis

  • Model Library: Pre-built AI models and access to AI Store for additional capabilities

  • AI Assistant: Intelligent guidance and recommendations for security operations

In This Section

This chapter covers the complete AI and Analytics implementation, from basic use cases to advanced model management.