Profluent Bio vs Vivtex
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.
About
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.
Signed $2.1B Novo Nordisk collaboration (Feb 2026). Platform enables oral delivery of proteins and peptides (historically injection-only). MIT Langer lab spinout.
About
Vivtex is an MIT Langer Laboratory spinout that has developed a drug delivery platform enabling oral administration of biologics — proteins, peptides, and other large molecules — that have historically required injection because they are degraded by stomach acid and too large to absorb through the intestinal wall. In February 2026, Vivtex signed a $2.1 billion collaboration agreement with Novo Nordisk for the development of oral formulations of biologic drugs in obesity, diabetes, and metabolic disease.
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