AI supports automated coding, classification, and severity assessment of incident reports, along with root cause analysis through causal factor identification and evidence chain construction. It enables narrative analysis to extract patterns from unstructured investigation reports and identifies recurring causes across incidents and facilities, while also supporting investigation quality assurance through completeness and depth assessment.