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.
Nautilus Biotechnology is building a single-molecule proteomics platform to map and quantify the full human proteome at a scale and sensitivity previously impossible.
Nautilus Biotechnology is a proteomics company founded in 2016 and publicly listed on Nasdaq, developing a revolutionary platform for analyzing proteins at single-molecule resolution. While genomics has transformed medicine through DNA and RNA sequencing, the proteome is the actual functional layer of biology where drug targets, disease biomarkers, and therapeutic mechanisms operate. Nautilus is building a platform that can identify and quantify thousands of proteins simultaneously from tiny biological samples using a fluorescence-based single-molecule detection approach without requiring mass spectrometry. The platform promises to enable proteomics studies at a scale and depth comparable to what next-generation sequencing delivered to genomics, unlocking new insights into disease biology and drug development. Nautilus is in the instrument development phase and targets pharmaceutical research, clinical diagnostics, and academic biology. The company has raised over $250M and is building manufacturing capabilities for a planned commercial instrument launch that could define a new era in proteomics research.
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