arxivcs.AIcs.LG2026-07-24
Agentic Root Cause Analysis through Evidence-Grounded Reasoning
Diagnosing the root cause of anomalies is essential for safe industrial operation. Despite extensive sensor instrumentation, formulating hypotheses and gathering evidence remains a manual process, creating a major operational bottleneck. While existing data-driven approaches aim…