The Invisible Tax of Robotic Maintenance

Vibration-based predictive maintenance can cut robot downtime and parts costs while pushing industrial hardware makers toward recurring-revenue service models.

• Case study ROI: A mid-sized automotive supplier running 46 welding robots cut unplanned downtime 32% and spare-parts inventory costs 41% after switching from six-month calendar maintenance to vibration-based predictive monitoring.
• OEE gain: Overall equipment effectiveness rose eight points in the first quarter after implementation, which the hosts frame as a balance-sheet improvement, not just a technical one.

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