Predictive Modeling

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machine-learning2 drug-discovery1 admet1 ai-drug-discovery1 small-molecule1 generative-chemistry1 computational-chemistry1 biotech1 medicinal-chemistry1 compound-optimization1 molecular-property-prediction1 pharma-ai1 consortium-data1 new-york-startup1

Tagged: predictive-modeling

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Company

Ai · Health · Enterprise

Inductive Bio

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.

drug-discovery · admetRead →

Company

Ai · Saas · Enterprise

Windfall

Windfall is a San Francisco-based people intelligence and AI company that estimates the net worth, career signals, and giving capacity of every U.S. household, then plugs that data into the workflows that go-to-market and fundraising teams already use. Founded in 2016 by Arup Banerjee, Cory Tucker, and Dan Stevens, it serves more than 1,500 organizations - from Make-A-Wish to the University of Michigan - and raised a $65M Series B from Morgan Stanley Expansion Capital in 2025.

people-intelligence · wealth-dataRead →