An AI-native carrier with real regulatory control points can still more than double equity value by 2031 if Car, multi-policy households, and
embedded distribution convert data advantage into better loss ratios and lower acquisition cost; the win condition is becoming a clearly profitable premium insurer, not preserving a software aura.