We have cutting‑edge AI but ten‑year‑old data habits. This talk shares real lessons from a 3,000+ parameter tech transfer journey: why tools alone don't fix fragmented knowledge, how a process‑first mindset and data readiness are essential, and why connecting a knowledge platform to manufacturing systems is a trust and culture challenge, not a technical one.
Adam Bagosi, Associate Director, Applied Automation & Digitalisation, Novartis
