and big data depends a lot on the calibre of the data that is used as the raw material. Correct data segmentation can increase customer satisfaction by allowing for more precise risk profiling which allows for cheaper interest rates and better service for clients. Data cleansing can help banks avoid extra expenses that arise from having to process errors fix inaccurate data or troubleshoot.