Corgi sells AI liability modules inside a broader startup insurance motion, while Mount is narrower on agent security assessment plus policy issuance.
Klaimee also frames insurance for AI agents, with risk evaluation, certification, financial guarantee, and liability insurance.
Armilla sells AI liability and performance warranty products with model assessment and monitoring, while Mount centers deployed autonomous agents.
The candidate moat is proprietary risk data: each red-team assessment can feed underwriting models, though this depends on Mount seeing enough production agents and claim outcomes.
Mount likely applies LLM-driven adversarial test generation plus rules or statistical risk scoring to turn agent failures, permissions, and controls into underwritable risk data.
AI-native full-stack insurance carrier underwriting startups and tech companies directly.
Full-stack carrier economics combined with AI automation let Corgi price risk faster than brokers and capture margin that legacy insurers structurally leave on the table.
Loyalty program letting renters earn points on rent payments redeemable for travel and more
Bilt turned rent, the largest recurring consumer expense, into a loyalty rail, which generates network effects across landlords, card issuers, and merchants that no points incumbent had ever bridged.