The upside mostly needs proof, not invention. The key risks are that higher retention exposes more volatility before
underwriting edge is fully proven, regulators constrain AI or
telematics usage, or comparison shopping compresses the front-end advantage before bundles and
embedded channels harden into a stronger household moat.