Karn Saroya

Karn Saroya on the Capital-Light Way to Start an Insurance Business

Karn Saroya, Craig Cannon

Co-founder Karn Soroya and his team launched Cover, a national property insurance entity that utilizes TensorFlow-based computer vision to automate underwriting and verify asset values through customer photography. The company strategically pivoted from failed e-commerce ventures to secure licenses in 49 states and partnerships with 30 carriers, avoiding balance sheet risk by operating as a capital-light distributor and underwriting filter. Cover achieved rapid market dominance by leveraging app-based acquisition strategies and utility-driven tools like defensive driving schools, ultimately raising $3.2 million at YC Demo Day in 2016 to scale its operations across the United States and Canada.