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CNC Management

Forecast CNC machine failures weeks ahead, prioritize the alerts that matter, and keep every manufacturing cell running at full utilization.

Overview

CNC Management is an industrial AI application for predictive maintenance and optimization of large-scale machining operations. It is a command center for managing a fleet of machines across multiple specialized manufacturing cells.

  • Predictive maintenance down to the component - forecasts machine failures weeks ahead and tracks degradation of specific parts, such as linear guides, main spindles, and headstocks, along with mean time between failures (MTBF).
  • Operational efficiency and asset utilization - plant-wide utilization and uptime are broken down by cell, so an underperforming cell stands out immediately.
  • Risk-based asset management - every machine is categorized as healthy, warning, critical, or down, and the alerts that need immediate action are highlighted so technicians are not buried in notifications.
  • Planning and simulation - a digital twin of the shop floor and what-if analysis test the production impact of maintenance schedules or equipment upgrades before they are implemented.
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Schedule a demo of CNC Management

See failure forecasting down to the spindle and linear guide, and cell-by-cell utilization data showing where machining is lagging.