Dayhoff Labs

Dayhoff Labs is a technology company focused on artificial intelligence for chemistry and biochemistry. Founded in 2022, the company builds foundational AI models and computational tools to address complex scientific challenges, including catalysis, green synthesis, and ab initio synthetic biology. By integrating frontier artificial intelligence, computational chemistry, and novel laboratory techniques, Dayhoff Labs models molecular networks and biochemical systems to accelerate discovery and innovation in sectors such as pharmaceutical manufacturing, energy, and industrial chemistry. The organization’s approach emphasizes orchestrating molecular networks using biochemistry's coordination principles, aiming to solve synthesis and compute problems that traditional chemistry alone cannot manage.

The company's work supports both commercial and scientific objectives by providing researchers and industry professionals with advanced tools for the design and optimization of enzymes, catalysts, and synthetic pathways. Dayhoff Labs maintains a commitment to open science, frequently partnering with global academic and industry researchers to advance scientific knowledge. Based in the United States with operations in the United Kingdom and Spain, the company is backed by deep tech investors and utilizes its expertise in AI and experimental systems to translate complex biological and chemical data into practical, scalable solutions. Their initiatives include both digital AI model development and physical experimental experimentation to reverse engineer biological origins and improve chemical synthesis at scale.