Human-Driven AI for Documentation in Drug Development

Drug development teams work with complex documentation across research, development, and clinical programs. This work is often high-stakes, commonly supports regulatory progression, and always requires accuracy, consistency, and clear accountability as complexity grows.

In this session, we’ll explore how human-driven AI can be applied to support sensitive, document-centric work without removing people from the process. Using Weave’s platform as a reference point, we’ll discuss how AI can help organize and connect source information, assist with drafting and revision, and provide better visibility into how documents evolve over time.

Rather than positioning AI as a replacement for expertise, this talk focuses on how machine learning can be used to support expert judgment, even in high-consequence contexts. Attendees will gain perspective on where AI can realistically add value, how to maintain appropriate human oversight, and what it takes to apply AI responsibly to document-intensive workflows in drug development.