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.
Nasdaq-listed (PRME). $191M cash runway into 2027. IND for Wilson's Disease H1 2026. AATD IND mid-2026. $3.5B+ BMS collaboration. CGD Phase 1 showing rapid function restoration after single infusion.
Prime Medicine is a publicly-traded (Nasdaq: PRME) clinical-stage biotech developing Prime Editing — the most versatile and precise gene editing technology currently entering clinical trials, capable of making all 12 possible base-pair changes, small insertions, and deletions in DNA without double-strand breaks. The company has $191 million in cash runway into 2027, INDs planned for Wilson's Disease and Alpha-1 antitrypsin deficiency (AATD) in 2026, and a $55 million upfront collaboration with Bristol Myers Squibb worth up to $3.5 billion in milestones.
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