With a chatbot, you first need to know which analysis to ask for, and finding what matters usually takes many rounds of questions. On large production data, those rounds quickly get slow and expensive. The Analyst already knows what to look for. It runs the full analysis on all your OEE and downtime data at once, separates real patterns from chance, and gives you one short report.