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Industrial machinery with condition monitoring sensors installed
Case Study

Predictive Maintenance Platform

Vibration and thermal sensors feeding a failure-prediction model across 220 rotating assets, cutting unplanned stoppages substantially.

  • Machine Learning
  • IIoT
  • Condition Monitoring
Industrial machinery with condition monitoring sensors installed
  • 220

    Assets covered

  • -58%

    Unplanned stops

  • -24%

    Maintenance cost

The brief

Vibration and thermal sensors feeding a failure-prediction model across 220 rotating assets, cutting unplanned stoppages substantially.

Work was delivered in reviewed milestones with progress demonstrated at each stage. Documentation, training and a defined support SLA were included in handover, so the client’s own team could operate the system from day one.

Project details

  • ClientNorthbridge Industries
  • CategoryAI & Machine Learning
  • Year2026
  • LocationGreenville, South Carolina

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