The problem
Traditional geographic inputs are foundational to auto insurance. Loss history, claims experience, crash data, market benchmarks, and other geographic indicators help carriers understand where risk has existed. But those inputs may not show how people are driving in each geography today. This information is often lagged, sparse, or slow to reflect what is happening on the road today.
That can leave carriers with blind spots in the decisions they make across pricing, underwriting, marketing, distribution, and portfolio management.