Episode: 44 -  Knowledge Graphs Turning Life Science Data into Answers episode artwork

EPISODE · Jul 28, 2026 · 56 MIN

Episode: 44 - Knowledge Graphs Turning Life Science Data into Answers

from Trends from the Trenches · host Bio-IT World

AI is moving fast in life sciences, but a confident answer is not the same thing as a correct, reproducible, auditable answer. Knowledge graphs, ontologies, and FAIR data practices are the keys to bridging this gap. Knowledge3's Tom Plasterer, CEO and co-founder, and Eric Little, chief data officer, join host Allison Proffitt to discuss what it takes to turn semantics into something practical: a knowledge product mindset, modular delivery, and “semantic ops” that can better manage data systems. Their conversation challenges the hype cycle around context graphs, explains why life sciences are a natural starting point for regulated, high-stakes AI, and shows how layered models can capture the right level of context without building a giant monolith that never takes off. Links from this episode:  Bio-IT World BioTeam Bio-IT World Europe Knowledge3 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. 

Episode metadata supplied by the publisher feed · Published Jul 28, 2026

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AI is moving fast in life sciences, but a confident answer is not the same thing as a correct, reproducible, auditable answer. Knowledge graphs, ontologies, and FAIR data practices are the keys to bridging this gap. Knowledge3's Tom Plasterer, CEO and co-founder, and Eric Little, chief data officer, join host Allison Proffitt to discuss what it takes to turn semantics into something practical: a knowledge product mindset, modular delivery, and “semantic ops” that can better manage data system...

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Episode: 44 - Knowledge Graphs Turning Life Science Data into Answers

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