Manufacturing · Germany
Ironclad Manufacturing avoids downtime with predictive maintenance
Unplanned line stoppages from equipment failure were costing an estimated $40K per incident.
31%
31% reduction in unplanned downtime
$1.2M
$1.2M in avoided downtime costs in year one
Before
Existing architecture
Scheduled preventive maintenance on a fixed calendar, regardless of actual equipment condition.
After
Proposed architecture
Vibration and thermal sensors feeding a predictive-maintenance model that flags at-risk equipment days before failure.
IoTMachine LearningAzure
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