Articles tagged with “ai-scaling”

Pharma AI Pilots: Why PoCs Fail and Scaling Strategies

Learn why 95% of pharma AI pilots fail to reach production. This guide explains PoC failure causes, data integration challenges, and strategies for scaling.

35 min read

3/4/2026

pharma ai ai scaling machine learning proof of concept life sciences ai data infrastructure ai governance pharmaceutical manufacturing

Pharma AI Pilots: Fixing Data Foundations for Scale

Examine why most pharma AI pilots fail to reach production. This report analyzes data fragmentation, governance issues, and building scalable data foundations.

60 min read

3/3/2026

pharma ai ai scaling data foundation data governance fair data data fragmentation life sciences ai ai pilots