Physical damage × behavioral prediction — the leading indicator that moves before loss data does.
Behavioral risk by neighborhood — where is concentration risk today?
51 cat events — which insurers were exposed and how much?
AUC 0.94 — where is claiming behavior migrating in the next 3 years?
Prototype · Carrier assignments are synthetic · Model v1.15_ancillary · Data current as of April 2026