Side-by-side comparison of AI visibility scores, market position, and capabilities
New York AI commercial underwriting intelligence auto-researching business risk for insurance carriers; $53M from State Farm/Nationwide Ventures competing with Verisk for commercial lines underwriting data and risk scoring.
Planck is a New York-based insurance technology company providing AI-powered commercial underwriting intelligence — automatically researching businesses, collecting public data signals, assessing risk factors, and generating underwriting summaries for commercial insurance carriers and brokers in seconds rather than the hours of manual research that commercial underwriting traditionally requires. Founded by Elad Tsur and Amir Cohen and backed with $53 million raised from Team8, State Farm Ventures, Nationwide Ventures, and others, Planck serves 30+ commercial insurance carriers including Chubb, Markel, and W.R. Berkley for commercial lines underwriting acceleration.
US YC W20 AI interior design platform with style preference discovery and room visualization; generating personalized moodboards and shoppable décor matches competing with Houzz for AI-native home design discovery.
Oda Studio is a United States-based AI-powered interior design platform — backed by Y Combinator (W20) — providing homebuyers, renters, and design enthusiasts with AI tools to discover their personal design aesthetic, visualize how spaces would look with different furniture and décor, and find matching products from online retailers. Users select style preferences (mid-century modern, bohemian, minimalist, coastal) and color palettes (navy, salmon, olive, beige) and receive AI-generated moodboards and room transformation visuals in seconds — with the platform linking out to purchasable products that match the visualized design. Founded in 2020 and enhanced with more sophisticated AI algorithms in 2024-2025, Oda Studio serves the design discovery and product-matching need that exists in the early stages of home decorating before interior designers are typically engaged.
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