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Predictability is one of the most valuable resources for industrial companies. It’s also one of the hardest to find right now. Global trade is unstable. Supply chains remain unreliable. Consumer demand shifts daily. In this environment, many manufacturers are looking inward and doubling down on operational efficiency to protect margins. However, asset failure and labor shortages are stacking the odds against them. Unplanned equipment downtime costs the average Fortune 500 company $2.8 billion every year.

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