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Operational AI in Biotech: Lessons from the Lab

AI or Die by Rehgan Avon

Episode notes

On this episode, we welcome Scott Brown, an architect at Andelyn Biosciences. Scott has a focus on data flow enablement, operational excellence and innovation to serve analytics and AI.

We discuss the critical importance of human-in-the-loop oversight, the evolving role of evaluation frameworks for AI outputs, and the broader shift toward hybrid AI systems that blend generative and traditional machine learning techniques. From building early, low-risk use cases to preparing for more advanced agentic AI applications, we highlight actionable strategies for responsibly scaling AI across industries.

Scott Brown

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Keywords
aidatamachine learningdata governanceai lawalignaiai strategyaisecurityAI governance