Episode: 41 - Sonia Timberlake on Agentic AI for Biotech Coders episode artwork

EPISODE · Apr 28, 2026 · 34 MIN

Episode: 41 - Sonia Timberlake on Agentic AI for Biotech Coders

from Trends from the Trenches · host Bio-IT World

AI is now good enough to change how computational biology teams actually work, but most companies are still adopting it like it’s 2023. Sonia Timberlake, R&D strategy consultant for Timberlake & Maclsaac Biopharma Consulting, speaks with host Eleanor Howe about what’s real: agentic coding, high-throughput data workflows, and the practical limits that still slow teams down. Timberlake digs into benchmarks for capabilities and end-to-end tasks, as well as multimodal chart understanding, source verification, and where human review remains non-negotiable. The conversation also explores beyond AI to what biopharma risks missing, why novel targets still matter, and where investment interest is clustering right now. Plus, tune in to get a preview of Timberlake’s workshop at Bio-IT World Conference & Expo in Boston next month! If this helped you think more clearly about AI in drug development and computational biology, subscribe, share the show with a colleague, and leave a review so more builders can find the conversation. Links from this episode:  Workshop: AI Upskilling for Computational Biology Teams Bio-IT World BioTeam Diamond Age Data Science Bio-IT World’s Trends from the Trenches podcast delivers your insider’s look at the science, technology, and executive trends driving the life sciences through conversations with industry leaders. 

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AI is now good enough to change how computational biology teams actually work, but most companies are still adopting it like it’s 2023. Sonia Timberlake, R&D strategy consultant for Timberlake & Maclsaac Biopharma Consulting, speaks with host Eleanor Howe about what’s real: agentic coding, high-throughput data workflows, and the practical limits that still slow teams down. Timberlake digs into benchmarks for capabilities and end-to-end tasks, as well as multimodal chart understanding,...

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Episode: 41 - Sonia Timberlake on Agentic AI for Biotech Coders

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