About

AEGIS is an explainable infrastructure risk analysis system built for real-world deployment. It processes incident logs to compute an overall risk score (0–1 scale) using deterministic severity and failure-type logic, ensuring transparency and zero hallucination. Low-confidence signals are intentionally flagged for human review, improving safety and governance. GenAI is used strictly for explanation and actionable recommendations, never for decision-making. The system captures uncertain incidents as training candidates, enabling continuous improvement. AEGIS is fully deployed on the Zerve platform as a scheduled job, demonstrating production readiness, scalability, and strong business relevance for critical infrastructure monitoring.