Side-by-side comparison of AI visibility scores, market position, and capabilities
YC-backed construction insurance MGA with technology-enabled underwriting for GC general liability and workers' comp; $22.3M with $13.5M Costanoa Series A achieving 5x GWP growth for construction sector insurance.
Shepherd Insurance is a New York-based insurance technology company providing technology-enabled commercial insurance specifically for the construction industry — writing General Liability, Commercial Auto, Workers' Compensation, and Excess Liability policies for general contractors and construction enterprises. Founded in 2021 and backed by Y Combinator with $22.3 million raised including a $13.5 million Series A led by Costanoa Ventures, Shepherd achieved five-fold growth in Gross Written Premiums year-over-year and expanded from one to four commercial insurance product lines serving the high-risk and underserved construction insurance market.
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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