Paper

An Insurtech Platform to Support Claim Management Through the Automatic Detection and Estimation of Car Damage from Pictures

This paper describes Insoore AI, a claims-management platform that uses photographs to identify vehicle panels, classify damage such as dents and scratches, estimate severity, and support repair-versus-replace decisions. It also discusses the practical difficulty of applying computer vision to real-world vehicle photographs and insurance workflows.