Ability Biotherapeutics (also known as Ability Biologics) is a Montreal-based biotech founded in 2023 that engineers highly selective, immune-cell-modulating antibody therapeutics for cancer and autoimmune disease. Its AbiLeap discovery engine pairs continuously learning AI with one of the largest antibody-antigen interaction databases ever assembled to generate fully human, IgG-based multispecific antibodies that sense their environment and act only where intended - so-called logic-gated therapeutics. Backed by US$18M in seed capital led by Amplitude Ventures, the company is advancing a pipeline of immuno-oncology and autoimmune candidates toward preclinical readiness.
Talus Bio is a Seattle drug-discovery company going after transcription factors and other regulatory proteins long written off as 'undruggable.' Its MARMOT platform measures the human regulome directly in living cells using functional proteomics and high-throughput mass spectrometry, then feeds tens of millions of compound-target interactions into a lab-in-the-loop AI system to design small molecules that switch disease-driving genes on or off. Founded in 2020 by Alex Federation and Lindsay Pino, the company runs preclinical programs in chordoma, non-small cell lung cancer, and prostate cancer.
Kimia Therapeutics is a Berkeley-based biotech building ATLAS, a drug-discovery platform that pairs nanoliter-scale high-throughput precision chemistry with machine learning and genome editing to map the druggable space at single-atom resolution. Spun out of Carmot Therapeutics in 2023 and backed by $55M in Series A funding, Kimia is using its chemical atlas to advance therapeutic programs in cancer and immunology.
Brenig Therapeutics is a neurology-focused biotechnology company building disease-modifying small-molecule therapies for Parkinson's disease and other neurodegenerative disorders. Founded in 2021 and backed by $65 million in Series A funding led by NEA, Brenig pairs AI- and machine-learning-driven discovery with structure-based design to engineer brain-penetrant molecules that hit the central nervous system while sparing the rest of the body. Its lead candidate, BT-267, is a selective LRRK2 inhibitor now in human trials, followed by BT-409, a brain-selective NLRP3 inflammasome inhibitor targeting neuroinflammation.
Prellis Biologics is a Berkeley, California biotech that 3D-prints human lymph node organoids to grow real human antibodies in a dish. Its EXIS platform uses holographic two-photon laser bioprinting plus AI to recreate the human immune response in vitro, discovering fully human antibody therapeutics faster and cheaper than animal-based methods, including against difficult targets like GPCRs where mouse models fail.
Inductive Bio is a New York-based AI company building a machine learning platform that predicts how small-molecule drugs will behave in the body before they are ever synthesized. By training models on a pre-competitive data consortium shared across biopharma teams, its Beacon models, Compass software, and Indy chemistry assistant help medicinal chemists nominate better development candidates faster - reducing the costly 'whack-a-mole' of balancing potency against ADMET properties in preclinical drug discovery.