Why predictive maintenance matters more as factories add robots
THE SO WHAT
As robot density rises, unplanned downtime becomes a system-level failure, not a single-cell issue — predictive maintenance turns into an availability requirement, not an optimization project. If you’re scaling automation, treat sensorization, data plumbing, and failure modeling as part of the robot budget, not an afterthought.
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