Gov. Rick Scott has confirmed that he is considering replacing McCarty, who has served as the Florida Insurance Commissioner since 2003.

Once difficult, not doable. Rating by peril is relatively simple, because the only information needed is the property address. However, adding in the building characteristics component requires detailed property-specific information for each property under consideration for underwriting.

P&C insurers are increasingly using analytics to target underwriting and claims, and to detect fraud.