Most AI programs stall before the model: the pipelines, fixes and metric definitions AI needs sit in a data backlog headcount can't clear. In this session, WALT shows how data engineering agents build, test and maintain an AI-ready data foundation, with one governed definition per metric so the same question always gets the same answer. CIOs will learn which data work agents can own today, what oversight to keep, and a proven execution framework.