Predictive Maintenance.
Impact Metrics
-30%
Unplanned downtime
-17%
Maintenance cost per unit
+8%
Throughput on constrained lines
Unplanned downtime was causing missed production targets and expensive emergency repairs. We created a predictive maintenance system using sensor telemetry and maintenance history to flag failure risk early and recommend interventions.
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