The Hidden Friction in Industry 4.0: Why Algorithmic Success Often Leads to Operational Failure
Nicolas Liebau Nicolas Liebau

The Hidden Friction in Industry 4.0: Why Algorithmic Success Often Leads to Operational Failure

Throughout my career in the IoT, I4.0 and AI sector, I have observed a persistent paradox in digital manufacturing: We deploy sophisticated, intelligent solutions: AI-driven line optimization, Predictive Quality, and Predictive Maintenance. Technically, these systems are robust. The business cases are undeniable. Yet, successful adoption remains elusive.

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