Detailed study of the stated problem was done by interviewing customers who bought and who returned. Analyzed the data to understand which products had highest return and in which geography. Identified the single most reason for return was impulse buy coupled with delayed delivery. Based on the data analysis we targeted to achieve the delivery time of <24 hours on certain products and geography and <48 hours on others. Streamlined order to delivery process to improve turnaround time.