Side-by-side comparison of AI visibility scores, market position, and capabilities
Cisco-owned zero trust and MFA platform protecting millions of users; push notification authentication with device trust and continuous access evaluation.
Duo Security (now Cisco Duo) is an enterprise-grade zero-trust security platform providing multi-factor authentication (MFA), device trust, and secure access solutions that protect applications and users against credential-based attacks. Founded in 2009 by Dug Song and Jon Oberheide in Ann Arbor, Michigan, Duo was acquired by Cisco in 2018 for $2.35 billion and has grown significantly under Cisco ownership, expanding from MFA to a comprehensive zero-trust access platform.
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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