Every agency adopting AI ends up with a story: a good one, a bad one, or an ugly one. This session breaks down what separates a responsible AI rollout from a costly misstep, then looks ahead to what AI-ready coding operations will need to look like in the next 3–5 years, so your agency can lead instead of catch up.