AI Predictive Maintenance in 2026: What Manufacturing Leaders Need to Know
Somewhere right now, a bearing is failing. The vibration pattern shifted twelve days ago, and nobody noticed. By Thursday, that $800 bearing will trigger a shutdown costing $260,000 per hour (Aberdeen Research, cited in MachineMetrics). In 2026, there is no excuse for that.AI predictive maintenance uses machine learning and sensor data to predict equipment failures […]
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