Despite having VIN data, auto insurance companies remain surprisingly illiterate about the cars they insure. There's no excuse.

Marty Ellingsworth
Marty Ellingsworth is president of Salt Creek Analytics.
He was previously executive managing director of global insurance intelligence at J.D. Power.