Convergytics deployed a machine learning solution built on a big data enabled data layer to enable accurate fraud detection in real time. The solution which used a combination of unsupervised, supervised and heuristic analysis increased prediction of accuracy from 82% to nearly 93%. Machine learning solution for real time fraud detection and verification