Bid and Buy is an online platform that allows users to bid on customer productsBid and Buy require users to add their shipping information. Data analysis of users shipping information revealed incomplete and incorrect addresses. The motivation of the data analysis was to evaluate the process and conduct a performance assessment of payment operations evaluate professional issues and requirements related to the Sarbanes$-$Oxley Act SOX$)$ problem$-$solve for why data input controls were not being fully executed evaluate marketing opportunities