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Analysis of regulatory guidance, research on drug development, and technical perspectives on AI in life sciences.

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JPM26: Where Pharma & Biotech Are Headed — By the Numbers

A data-driven analysis of the 2026 J.P. Morgan Healthcare Conference. $116B in M&A, $180B at risk from patent cliffs, and the trends reshaping drug development.

Pavan Kalyan

Pavan Kalyan

Founder & CEO

Latest Posts

ResearchJan 14

Clinical Trial Success Rates: An Analysis of 450,000+ Trials

Examining the latest published data on clinical trial success rates by phase, therapeutic area, and development timeline. What the numbers tell us about where drugs succeed and fail.

Pavan Kalyan
Pavan Kalyan
10 min read
RegulatoryJan 14

The EMA-FDA Guiding Principles for AI in Drug Development: A Reference Guide

A detailed breakdown of the 10 joint EMA-FDA principles for AI in drug development. Includes definitions of key technical terms like GxP, data drift, and model validation.

Pavan Kalyan
Pavan Kalyan
15 min read

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