Return-to-origin rates dropped by 20% for D2C startups using AI from ClickPost and Shiprocket. These firms automate courier allocation and last-mile communications to ensure delivery success. The shift reduces operational overhead for small merchants. Practitioners should view this as a standard application of predictive routing rather than a technical breakthrough.