Building ACE Ventura took eight weeks and a team of five. Rolling agentic delivery out across 150 teams took considerably longer, and the obstacles were not the ones we expected. This talk contrasts the two: what a small, fast AI build proves, what it doesn't, and why the governance and organisational prerequisites that stall a pilot turn out to be exactly the ones that stall a transformation.