As business tycoon Mr. Mukesh Ambani says, ‘Data is the new oil’ and quality data acts as a driver of high productivity and good decision making. Data volume is growing rapidly through data collection at various points, but the quality is somewhat compromised, posing serious questions on the sanctity of databases. Though, it may seem a trivial issue, it has a huge and lasting impact on the businesses.