Generate Biomedicines is the first drug generation company, pioneering a machine learning-powered biomedicines platform with the potential to generate new drugs on demand across a wide range of biologic modalities—from short peptides to complex antibodies, enzymes, cytokines, and yet to be described protein compositions. Generate Biomedicines’ machine learning platform can drastically improve the speed at which targets and therapeutics are identified and validated, the specificity of target engagement by generated proteins, and the cost of identifying and developing clinical candidates. The company’s multimodality Generative Biology platform represents a potentially fundamental shift in what’s possible in the field of therapeutic development, addressing key challenges of drug discovery and drastically expanding the available search space for novel biomedicines.