Product warranty claims in the manufacturing space amount to tens of billions of dollars every year.By some estimates, up to 2 to 5% of all claims are erroneously entered, by mistake or on purpose. In many cases, erroneous claims can simply be entered with user errors. In other cases, they could contain purposely misleading information. In either situation, these result into a class of claims termed suspicious.Syntelli has developed an analytical solution to address these suspicious warranty claims records.