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MFG

Manufacturing

  • 40% of scheduled maintenance cost are spent with negligible effect on uptime failure

  • 30% of maintenance activities occur too infrequently

  • 45% of all maintenance efforts are ineffective

Defense

GOVT / DOD

  • 5-10% cost savings in operations
  • 10-20% increase in equipment uptime and availability
    5-10% reduction in overall maintenance costs
  • 20-50% reduced efforts on maintenance time
Healthcare

Healthcare

  • ML Predictive Maintenance is now being used to detect defective products, recommend production optimization, monitor operations in real-time, predict the remaining usefulness of an asset, and identify the root causes of equipment failures that would otherwise lead to millions of dollars in losses.