How do you use telematics data to price insurance at a billion-dollar scale?

Pie Insurance needed to assess and de-risk the potential of a new telematics dataset before building a dedicated internal team. Echelon DS built a loss ratio model that formed the foundation of a business partnership with Ford to open up the $40B commercial auto insurance market. Echelon DS remains engaged with Pie, contributing to their core underwriting.