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.
Beam Therapeutics develops precision genetic medicines using base editing technology that makes single-letter DNA changes without cutting the double helix.
Beam Therapeutics is a genetic medicines company founded in 2017 by base editing pioneers David Liu, J. Keith Joung, and Feng Zhang, having raised over $600M and gone public on Nasdaq. The company is built around base editing, a technology that makes precise single nucleotide changes in DNA without creating double-strand breaks, reducing the risk of unintended insertions or deletions compared to traditional CRISPR. Beam is developing a portfolio of base editing medicines targeting blood disorders, liver diseases, and immuno-oncology, including sickle cell disease, beta-thalassemia, and various cancers. The company also employs prime editing, a newer and even more precise gene editing modality for more complex genetic changes. Beam's pipeline includes both in vivo therapies delivered directly into the body and ex vivo cell therapy approaches where patient cells are edited outside the body and reinfused. As a clinical-stage company, Beam has programs in IND-enabling and Phase 1 trials and represents one of the most advanced next-generation gene editing platforms in development.
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