Profluent Bio vs Opentrons
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.
Opentrons democratizes lab automation with 10,000+ OT-2 and Flex robotic systems deployed globally; raised $200M+ including $20M Series C in Nov 2025; partnered with BD and HighRes for AI agent-to-agent workflows.
About
Opentrons Labworks is a New York-based life sciences company that designs and manufactures affordable, open-source liquid-handling robots for research laboratories. Founded in 2014, Opentrons'' mission is to democratize biology by making advanced lab automation accessible to life scientists at any institution — from academic labs with limited budgets to leading pharmaceutical companies. Its flagship products, the OT-2 and the newer Opentrons Flex, are programmable robotic platforms that automate repetitive liquid-handling tasks such as PCR setup, nucleic acid extraction, ELISA assays, and next-generation sequencing sample preparation.
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