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Gero's core technology combines statistical physics and dynamical-systems theory with AI models trained on large-scale human data, including over 100 million patient records, to map aging trajectories and the dynamics of age-related disease. Grounded in thermodynamics, the platform aims to separate reversible disease processes from irreversible aging, so the company can prioritize targets where intervention is most likely to restore resilience. It drives both Gero's internal pipeline and its pharmaceutical partnerships, translating breakthroughs in the physics of aging into actionable drug-discovery targets for age-related conditions.
Gero applies its platform under partnerships with major pharmaceutical companies to identify and validate therapeutic targets for age-related and chronic diseases. In 2023 it collaborated with Pfizer to find potential targets for fibrotic diseases, and in July 2025 it entered a joint research and license agreement with Roche-controlled Chugai Pharmaceutical to develop antibody-based therapies for age-related diseases, a deal carrying up to $250M in potential milestone and royalty payments. These collaborations channel Gero's computational target nominations into partners' antibody and small-molecule programs.