The importance of fraud detection and prevention system is to minimize losses by detecting and stopping fraud in real-time across banking channels like fraudulent transactions, credit card fraud, fake insurance claim, and potential loan defaulter. Jasper Colin Research builds a predictive model that allows efficiently detect the different types of frauds and preventing a recurrence.