Predictive analytics can be a powerful tool in last mile delivery by enabling businesses to forecast demand patterns more accurately. By analyzing historical data and considering external factors like seasonal trends or market changes, companies can anticipate fluctuations in order volume and optimize delivery resources accordingly. This approach helps minimize stockouts, reduce delivery lead times, and ensure that resources are allocated efficiently, improving overall delivery performance and customer satisfaction.