it is possible to detect fraudulent acts at the initial stage to avoid significant loss of money and reputation. Data pattern analysis gives an active model where deviations are identified before they blow out. Corporations that utilise the data-capturing services will be able to organise and track essential data streams with regard to potentially hazardous data.