Life Sciences DNA Podcast · Levine Media Group

Reimagining Scientific Work in the Age of AI Agents

·47 min·4 clips
Scientists spend 60% of their week harmonizing data between lab notebooks, acting as clerical workers instead of doing high-level scientific strategy.
Google Cloud's Shweta Maniar discusses how AI is transforming life sciences, from reducing regulatory task time by 70% to helping scientists move from data reconciliation to high-value strategy. She emphasizes that the biggest hurdle isn't the AI models but fixing fragmented data foundations first, and shares real-world ROI examples from companies like Elanco and Moderna.

As heard by us

A practical look at why life sciences AI starts with data plumbing, not model spectacle.

This episode spends more time on the plumbing than the pitch, and that feels right. Shweta Maniar, presented as a global strategy and market leader for life sciences at Google Cloud, walks through data fragmentation, legacy systems, and the work needed to build something usable…

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Why you'd press play

You want the real bottleneck behind AI in life sciences: the data foundation, not the demo.

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