Incorrect customer information can lead to misdirected advertising, ineffective marketing and wastage of resources, thereby affecting the company revenue. It can also skew results generated from data mining and Business Intelligence applications that are used to make critical business decisions.

This paper highlights one of the effective ways to establish privacy solution at the database level for big retail giant that are working with Very Large Databases (VLDBs).