Uploaded June 2025 | Updated September 2026, 2 weeks ago
In this episode, Vincent Shen, Senior Principal Data Scientist at Roche, explains how clinical trial workflows are evolving through automation and generative AI. He describes how standardizing data and report pipelines enables much of the process to run automatically, sometimes without the need for AI, and how Roche uses AI tools like knowledge bots to enhance efficiency. Vincent also discusses the challenges faced and why redesigning workflows is essential to creating real impact.
🎧 Listen now. Click the link above to watch the full video.
In this episode, Vincent Shen, Senior Principal Data Scientist at Roche, explains how clinical trial workflows are evolving through automation and generative AI. He describes how standardizing data and report pipelines enables much of the process to run automatically, sometimes without the need for AI, and how Roche uses AI tools like knowledge bots to enhance efficiency. Vincent also discusses the challenges faced and why redesigning workflows is essential to creating real impact.
🎧 Listen now. Click the link above to watch the full video.










