Side-by-side comparison of AI visibility scores, market position, and capabilities
AI chemical reaction optimization with 95% accuracy for drug discovery synthesis parameters; $4.5M from Khosla Ventures and YC competing to automate pharmaceutical process chemistry development.
Yoneda Labs is a San Francisco-based AI company applying foundation models to automate chemical reaction optimization for drug discovery and pharmaceutical process development — providing chemists with AI systems that determine optimal reaction parameters (temperature, solvent, catalyst, concentration) for new chemical synthesis routes, achieving 95% accuracy in suggesting effective conditions for small-scale trials. Founded in 2023 and backed by Khosla Ventures, 468 Capital, 500 Global, and Y Combinator with $4.5 million raised including a $4 million seed round in April 2024, Yoneda Labs brings mathematical category theory foundations (the name references Yoneda's lemma in category theory) to chemistry AI.
UK private chef marketplace with 900+ chefs and $6.7M annualized revenue; 45-65% word-of-mouth growth backed by YC and Goodwater Capital expanding to US in 2025.
yhangry is a London-based marketplace connecting customers with 900+ private chefs for in-home dining experiences — enabling individuals, couples, and groups to book a professional chef who shops for ingredients, cooks a multi-course meal in the customer's kitchen, and handles cleanup, for occasions ranging from date nights to dinner parties and corporate events. Founded in 2022 and backed by Y Combinator, Goodwater Capital, and prominent angels with $3.5 million raised, yhangry achieved $6.7 million in annualized revenue in 2024 with 5,300+ bookings and prepares for US expansion in 2025.
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