Customer expectations are evolving, and personalization is becoming a key factor in last mile delivery solutions. Providing flexible delivery options, allowing customers to choose specific delivery windows, and offering tailored communication throughout the delivery process helps build a better relationship with the customer. Personalized last mile services not only enhance satisfaction but also increase the likelihood of repeat business