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The Role of AI in Predictive Maintenance for Fleets

Fleet maintenance has always been a balancing act between cost, uptime, and risk. You can schedule work early and pay for it, or you can wait until something fails and pay for that too, usually with added downtime and sometimes safety exposure. Predictive maintenance exists to reduce the gap between those extremes. The promise is simple: detect early signals of trouble, estimate what is likely to fail next, and schedule the right maintenance at the right time. What chang

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