Mathias Milsø Stephensen

AI shows impressive reasoning - but in life science, compliance is licence to operate, so the real challenge isn’t intelligence, it’s control.
Concerns around traceability, consistency, and regulatory defensibility make many life science companies cautious about where AI can be trusted.

This session explores how a structured, knowledge-graph–based approach can turn AI into a controlled process, where context is bounded, decisions are traceable, and performance can be measured. We’ll look at how this enables teams to generate compliant documentation more efficiently and automate repeatable compliance-ensuring tasks at enterprise scale - without losing oversight.