Introduction The insurance industry is grappling with the challenges of warranty frauds which cause hefty losses, sometimes in millions and billions of dollars annually. When an exaggerated claim is generated on the warranty policies, it constitutes warranty fraud. These fraudulent claims result in millions of dollars of damages for insurance companies. These insurance companies need to come...