In this episode of High Agency, Patrick Leung from Faro Health explains how they're using AI to revolutionize clinical trial design by both generating regulatory documents and extracting insights from thousands of existing trials. Patrick emphasises the essential collaboration between clinical experts and AI engineers when building reliable systems in healthcare's high-stakes environment.
Chapters:
00:00 - Introduction
04:26 - Clinical trials before: Microsoft Word Documents
08:17 - Document generation using AI
12:26 - What makes clinical trials so expensive
16:26 - Parsing and processing clinical trial data
18:04 - Challenges with traditional evaluation metrics
21:28 - Importance of domain experts in the evaluation process
24:35 - Collaboration between domain experts and engineering
31:26 - Building a graph-based knowledge system
34:27 - Roles and skillsets required
38:06 - Lessons learned building LLM products
40:56 - Discussion on AI capabilities and limitations
46:07 - Is AI overhyped or underhyped
------------------------------------------------------------------------------------------------------------------------------------------------
Humanloop is the LLM evals platform for enterprises. We give you the tools that top teams use to ship and scale AI with confidence. To find out more go to humanloop.com
