AI & Digital Manufacturing Analytics worked example

Analytics Labor Savings at 54% realized automation capture share: a worked example

This worked example runs the analytics labor savings numbers for a tougher week than the baseline: 54% realized automation capture share instead of the typical 75%. Estimate labor savings from automated dashboards or analytics workflows from manual hours eliminated, loaded labor rate, capture rate, and fixed program cost.

The inputs for this scenario

  • Manual analytics labor avoided: 2,200 hr / yr (held at the documented default)
  • Loaded analyst or supervisor rate: 62 $ / hr (held at the documented default)
  • Realized automation capture share: 54 % (the input this scenario stresses; the baseline uses 75)
  • Fixed analytics automation cost: -24,000 $ (held at the documented default)

Working through the calculation

  • The calculation starts from the formula this tool documents: Captured labor savings = manual analytics labor avoided × loaded labor rate × realized automation capture share.
  • Net analytics labor savings works out to 73,656 $ labor savings at these inputs, and this is the headline figure for the scenario.
  • Loaded labor rate works out to 33.48 $ / piece at these inputs.
  • Captured labor savings works out to 73,656 $ at these inputs.
  • Fixed analytics automation cost works out to 0 $ at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where realized automation capture share sits at 75% and the headline result is 102,300 $ labor savings, this scenario comes in 28% below the baseline at 73,656 $ labor savings.
  • Use it when building a business case for a BI tool, MES analytics module, or AI pilot, or when reporting realized savings after a deployment goes live. A result at this level usually justifies acting on the stressed input before touching anything else, because every other figure in the table is downstream of it.

Results at a glance

  • Net analytics labor savings: 73,656 $ labor savings (headline result)
  • Loaded labor rate: 33.48 $ / piece
  • Captured labor savings: 73,656 $
  • Fixed analytics automation cost: 0 $

Run it with your numbers

  • To rerun this with your own numbers, open the live Analytics Labor Savings calculator, set realized automation capture share to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.