Most digital transformation initiatives in manufacturing fail for the same reason: they start from the top down. An enterprise system is selected. A 12-18 month implementation begins. The IT team leads. The floor adapts — or does not. Eighteen months later, the system is live, adoption is partial, and the promised ROI remains theoretical. McKinsey's research on digital transformation in manufacturing found that 70% of digital transformation initiatives fail to achieve their stated objectives (McKinsey, "Digital Transformation: Raising Supply Chain Performance to New Levels," 2021). BCG's analysis indicates that only 30% of companies meet or exceed their digital transformation targets (BCG, "Flipping the Odds of Digital Transformation Success," 2020). The common thread is not technology failure — it is adoption failure. The failure is not technological. It is architectural. Transformation that begins with enterprise software and works downward toward the floor inverts the value chain. The production floor is where quality is determined, where schedule adherence is won or lost, where safety incidents occur, and where continuous improvement either happens or does not. A transformation that does not change daily floor operations has not transformed anything. The alternative is a floor-first approach. Start with the systems that operators, supervisors, and plant managers use daily. Make quality inspection intelligent. Make planning continuous. Make daily management disciplined. Then connect upward to enterprise systems — not the reverse. When the floor team sees value in the first week, adoption is not a change management challenge. It is a natural consequence of a system that serves their daily work.