Manual field inspection firms (e.g., Crawford & Company).
Descartes Labs, Indigo Ag (satellite-based crop monitoring).
Arbol (parametric crop insurance), Understory (weather-based claims).
Planet Labs (imagery provider, not verification), Orbital Insight.
Satellite imagery analysis for crop insurance across 100M+ acres (11%+ of US farmland) trains the model on region-specific crop patterns, soil types, and damage indicators. Replacing physical field adjusters with computer vision creates a cost structure advantage. Expansion to property and energy insurance leverages the same satellite-to-claim verification pipeline.
Using satellite image classification for crop assessment, temporal anomaly detection for change monitoring, and geospatial risk modeling.
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.