Out Of The Blue is an intelligent optimization system for e-commerce businesses that continuously monitors e-commerce websites, analyzes user behavioral data, identifies revenue loss and business risks, and provides data-driven business optimization solutions. The system utilizes machine learning algorithms to discover website errors, track conversion funnels, pinpoint underperforming product categories, and other issues within minutes, allowing e-commerce merchants to control losses and seize opportunities in a timely manner. It can replace manual analysis of reports and data, significantly enhancing decision-making efficiency and business impact.