Marsh McLennan, Aon, Willis Towers Watson, Hub International (human-led)
CoverWallet (Aon), Embroker, Next Insurance, Coterie Insurance
Artificial Labs, Federato, Planck, Sixfold AI, Harper, RiskCube
Licensed commercial insurance brokers who have personally placed hundreds of complex high-risk policies. ML agents that automate 95% of broker operations (portal logins, forms, underwriter negotiation) are trained on the founders' own brokerage experience. High-risk industries (explosives, hazmat, steel) require specialized underwriting knowledge that horizontal insurtechs lack.
Using multi-agent workflow automation for parallel processing, computer vision for remote risk assessment, and NLP for underwriting negotiation.
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.