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Predictive maintenance has a dirty secret

Michael Laurie Commercial Maintenance National Nov. 3 2026

Predictive maintenance is one of the easiest AI use cases in real estate to understand. Find the warning signs before equipment fails. Fix the problem in a planned service window instead of at 2 a.m. 

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