AUTONOMOUS ROOT CAUSE ANALYSIS
Enhanced RCA Engine
Multi-branch correlation, topology reasoning, temporal analysis, and explainable confidence scoring
Enhanced RCA diagnosis will appear here
Autonomous analysis with multi-branch correlation and evidence scoring
About Autonomous RCA
The Enhanced RCA Engine provides intelligent root cause analysis using:
- • Multi-branch correlation to identify shared infrastructure failures
- • Topology-based reasoning to understand dependency propagation
- • Temporal pattern analysis to detect common cause vs independent failures
- • Evidence-based confidence scoring with supporting/contradicting evidence
- • Historical case matching for pattern recognition and learning
- • Explainable AI with transparent reasoning and missing evidence identification
Example: Instead of showing "143 cameras offline", the system reports:"Probable WAN failure at Branch Cluster 7. 143 cameras affected across 27 branches. 91% confidence. First affected at 14:07. No evidence of individual camera failure."