Side-by-side comparison of AI visibility scores, market position, and capabilities
LinusBio is a precision medicine company using AI-powered exposome sequencing of hair samples to detect environmental and genetic disease risk factors; focuses on early autism detection; spun out of MIT; raised $12.5M in Series A funding.
LinusBio is a precision medicine and diagnostics company founded by Manish Arora and headquartered in New York, with roots in research at the Icahn School of Medicine at Mount Sinai and MIT. The company has developed a proprietary technology platform called exposome sequencing — a method of analyzing biological samples, primarily hair, to reconstruct a detailed timeline of environmental exposures and biological changes over months or years. This approach enables early detection of disease risk factors by reading both genetic and environmental signals simultaneously.
AI protein design platform combining language models with lab automation; active learning cycles for enzyme, antibody, and therapeutic protein engineering optimization.
Cradle is a protein design platform using AI to help biotechnology and pharmaceutical companies engineer better proteins — enzymes, antibodies, and therapeutic proteins — with improved stability, activity, and manufacturability. Founded in 2021 and headquartered in Amsterdam with teams in San Francisco, Cradle raised approximately $24 million and targets biopharmaceutical, agricultural, and industrial biotechnology companies that need to engineer proteins with specific functional properties.
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