Smart manufacturing is growing quickly, yet many organizations fall into innovation theater by adopting AI without a clear strategy. This video explores how manufacturers can avoid wasted time and focus on results that matter. Using John Deere’s AI-powered welding project with Intel as a case study, we show how computer vision, predictive analytics, and real-time defect detection improved efficiency, sped up inspections by 80 percent, and delivered real results.