Machine Vision & Industrial Inspection AI worked example

Machine Vision ROI with total machine vision system investment of 212,500 $: a worked example

Push total machine vision system investment up to 212,500 $ and the picture changes. This example computes every intermediate figure at that operating point. Use it when a machine vision project is going to a capital committee and the business case needs a defensible payback period and net value calculation.

The inputs for this scenario

  • Total machine vision system investment: 212,500 $ (raised for this scenario; the documented default is 85,000)
  • Annual savings (labor, scrap, escapes, rework): 52,000 $ / yr (unchanged)
  • Annual system support cost: 6,000 $ / yr (unchanged)

Working through the calculation

  • Applying the documented formula (Net annual savings = annual savings - annual system support cost) to the inputs above produces each figure below.
  • At this operating point the engine returns 4.62 yr for machine vision payback period, the number this scenario is built around.
  • At this operating point the engine returns 46,000 $ / yr for net annual inspection savings.
  • At this operating point the engine returns 212,500 $ for total machine vision investment.
  • At this operating point the engine returns 17,500 $ for five-year net value.

How this compares with the baseline

  • Against the tool's baseline example, where total machine vision system investment sits at 85,000 $ and the headline result is 1.85 yr, this scenario comes in 150% above the baseline at 4.62 yr.
  • It computes payback period, net annual savings, and five-year net value for a machine vision inspection installation. The value of this scenario is the size of the gap it exposes: that gap, priced out over a year, is the budget you can justify spending to close it.

Results at a glance

  • Machine vision payback period: 4.62 yr (headline result)
  • Net annual inspection savings: 46,000 $ / yr
  • Total machine vision investment: 212,500 $
  • Five-year net value: 17,500 $

Run it with your numbers

  • Every input above is editable in the live Machine Vision ROI calculator, which recalculates instantly and can be shared with the inputs intact.

Last reviewed 2026-05-12.