Deep dive: How AI reshapes the preclinical CRO model

LeoTZ03 · x · 2026-08-25

The article analyzes the structural challenges of traditional Contract Research Organizations (CROs), highlighting thin margins and a lack of upside capture. It proposes a 'Neo-CRO' model where AI-native TechBio companies rebuild the model using platforms, shifting from running assays to selling judgment, de-risking capabilities, and scientific intelligence rather than just cutting costs.

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