What does it actually take to transform an entire engineering organisation to an AI-first approach - fast? In this session, Ivan shares the story of how he initiated and led a radical, practical transformation at Kuple, moving the team from traditional engineering practices to an AI-led model at speed. Drawing on hard-won lessons from the front lines, this is a candid look at what works, what doesn't, and what product leaders need to know to drive this kind of change in their own organisations.