Three years ago, our automotive assembly plant faced a critical crossroads. Rising labor costs, mounting pressure to reduce cycle times, and an increasingly complex multi-tier supply chain had pushed our OEE below industry benchmarks. Senior leadership greenlit a major transformation initiative, and I was tasked with leading the implementation across two production lines responsible for powertrain assembly. What followed was an intense journey through failed pilots, unexpected wins, and fundamental shifts in how we approached manufacturing operations—lessons that fundamentally changed my understanding of what it takes to successfully deploy advanced automation in a high-volume production environment. The initial mandate was straightforward: implement Intelligent Production Automation across our cylinder head machining and final assembly operations to improve throughput by 15% while reducing defect rates. We had budget, executive sponsorship, and aggressive timelines. What we didn'...