Taming the subprime segment: How alternative data builds profits, reduces risk

Banks, credit unions and captive finance companies have tended to shy away from underwriting subprime auto loans, leaving that side of the business to more specialized auto financing companies. This choice was based on the reality that the applicants are at higher risk than other borrowers, and instances of late payments and default are far more common than in conventional loans.