Side-by-side comparison of AI visibility scores, market position, and capabilities
AI protein design company released OpenCRISPR-1, the first gene editor designed entirely by AI; raised $35M developing novel enzymes, antibodies, and gene-editing tools by exploring protein sequence space beyond what evolution has produced.
Profluent Bio is an AI protein design company founded in 2022 by former Meta AI researcher Ali Madani, raising $35M in seed and Series A funding. The company trains large generative models on biological sequence data to design novel proteins with specific structural and functional properties, analogous to how large language models generate text. Profluent made scientific history in 2024 by publishing OpenCRISPR-1, the first gene editor designed entirely by AI rather than adapted from natural organisms, which the company released open source for non-commercial research. The platform enables design of novel enzymes, antibodies, and gene-editing tools by exploring protein sequence space far beyond what evolution has produced. Profluent works with pharmaceutical and agricultural biotechnology companies that need custom protein tools for research and therapeutic development. The company represents a fundamental advance in moving protein engineering from directed evolution and rational design toward generative AI-driven discovery.
Finch Therapeutics develops microbiome-based medicines targeting the gut-brain and gut-immune axis with programs in autism spectrum disorder and C. difficile.
Finch Therapeutics is a clinical-stage biotechnology company founded in 2015 that develops microbiome medicines targeting the relationship between the gut microbiome and systemic diseases. The company is focused on two primary therapeutic areas: gastrointestinal infections including C. difficile and conditions involving the gut-brain axis including autism spectrum disorder where gut microbiome alterations have been associated with symptom severity. Finch's lead microbiome program CP101 targets recurrent C. difficile infection, competing in the same emerging microbiome therapeutics space as Seres Therapeutics. The company also conducts research on the COMET platform for autism spectrum disorder, exploring whether microbiome restoration can improve behavioral symptoms through the gut-brain connection. Finch has raised over $165M and has conducted multiple clinical trials of its microbiome medicines. The company's autism program represents a particularly innovative and scientifically ambitious program given the emerging evidence that gut microbiome composition influences neurological development and behavior. Finch's work contributes to the broader scientific validation of microbiome medicine as a legitimate therapeutic class beyond C. difficile.
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