Profluent Bio vs Aevice Health
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.
Aevice Health raised $30M Series B in 2025 for its AI-powered wearable respiratory monitor that continuously tracks wheezing, coughing, and breathing abnormalities in asthma and COPD patients.
About
Aevice Health develops wearable respiratory monitoring technology that uses AI to analyze breath sounds captured continuously from a chest-worn device. The AeviceMD system detects wheezing, coughing, and abnormal breathing patterns in real time, enabling early warning of asthma attacks and COPD exacerbations before they require emergency care. The device transmits data to a smartphone app and clinical dashboard for remote monitoring by pulmonologists.
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