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Knowledge Challenge

A friend thinks you can answer this question about Operations Data Strategy

An industrial company invests $20M in a unified analytics platform but operators across 12 plants still report numbers that disagree by 10-25% on metrics like OEE, yield, and on-time delivery. What is the root cause?