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Most manufacturers didn’t need a business case to understand the cost of reactive maintenance. They’d been absorbing it for years – unplanned stops, recovery overtime, expedited parts, the slow erosion of scheduling confidence and customer trust. What shifted was the available answer. AI in maintenance moved from speculative to deployable fast enough that the investment…