Plant leaders priced orders without seeing machine energy cost.

In their words

Leadership had no visibility into asset productivity, energy consumption per order or plant productivity variance. Orders were consistently delayed without root-cause analysis, energy consumption was rising 30% YoY, and per-order profitability was never accurately measured.

One operating system around the failure mode

• Installed energy monitors on all key plant machines
• Integrated production planning systems to link machine usage to live orders
• Built a mapping between machine usage, order output and energy consumption
• Surfaced asset, operator and order-margin views through a unified dashboard
• Trained operators against the new productivity baselines