Most AI Agent projects stall before reaching production. This session shares lessons from real organisations in manufacturing and retail that have deployed operational Agents using live data, clear ownership, and trusted outputs. It focuses on the practical challenges, unexpected blockers, and what it takes to turn ideas into action.