The Market Just Told You Which Layer Of AI Biology It Is Paying For

Recent earnings in life sciences technology reveal that the market is rewarding companies with proprietary data and systems of record over those selling software or AI models alone. Veeva Systems beat expectations with strong AI product adoption, while Certara missed on modest software growth and Recursion Pharmaceuticals fell short on revenue expectations. MindWalk Holdings, which owns curated biological data infrastructure, is positioned to benefit from this trend with its HYFT Technology and newly launched ReefIQ platform, though it remains unprofitable with modest recurring revenue.