
Dec 17, 2025
Dec 17, 2025
A fireside chat on how AI improves clinical development and drug decision-making
A fireside chat on how AI improves clinical development and drug decision-making



As part of the NYC Healthtech Social held on October 27, Vinodh Balaraman, a serial entrepreneur and Founder of Kolate AI, joined us for a fireside chat on how AI can improve clinical development and drug decision-making. Kolate AI is a precision medicine platform that predicts patient-level clinical events and therapy responses.
The conversation explores why nearly 90% of clinical development fails, how limited visibility into patient responses and enrollment contributes to those outcomes, and how Kolate AI supports pharma and biotech through patient-level prediction, synthetic control arms, and clinical trial screening. Vinodh also shares how these approaches can improve both trials and real-world drug use, and where regulators are beginning to engage with AI-driven methods.
Check out KolateAI: https://www.kolate.ai

As part of the NYC Healthtech Social held on October 27, Vinodh Balaraman, a serial entrepreneur and Founder of Kolate AI, joined us for a fireside chat on how AI can improve clinical development and drug decision-making. Kolate AI is a precision medicine platform that predicts patient-level clinical events and therapy responses.
The conversation explores why nearly 90% of clinical development fails, how limited visibility into patient responses and enrollment contributes to those outcomes, and how Kolate AI supports pharma and biotech through patient-level prediction, synthetic control arms, and clinical trial screening. Vinodh also shares how these approaches can improve both trials and real-world drug use, and where regulators are beginning to engage with AI-driven methods.
Check out KolateAI: https://www.kolate.ai
