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Rockwell Automation found 95% of manufacturers invested in AI, but McKinsey found only 2% fully embedded it. Visual inspection, predictive maintenance, scheduling, and energy tuning pay off; general-purpose assistants stall, with an MIT study finding 95% of enterprise generative AI pilots produced no financial return.
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