Manufacturing Master Data & Data Governance worked example

Item Classification Workload at 12% setup, handling, and delay allowance: a worked example

This scenario runs the item classification workload calculation on the strong side: 12% setup, handling, and delay allowance, with every other input held at its documented default. Use it when item classification workload in manufacturing master data and data governance needs a defensible run time before a quote goes out.

The inputs for this scenario

  • Items to classify: 120 units (unchanged)
  • Items classified per minute: 12 units / min (unchanged)
  • Setup, handling, and delay allowance: 12 % (raised for this scenario; the documented default is 10)

Working through the calculation

  • Applying the documented formula (Base item classification workload time = item classification workload workload รท item classification workload completion rate) to the inputs above produces each figure below.
  • At this operating point the engine returns 11.2 hr for required item classification workload time, the number this scenario is built around.
  • At this operating point the engine returns 10 hr for base item classification workload time.
  • At this operating point the engine returns 12 % for item classification workload allowance applied.
  • At this operating point the engine returns 12 pieces / min for item classification workload completion rate.

How this compares with the baseline

  • Against the tool's baseline example, where setup, handling, and delay allowance sits at 10% and the headline result is 11 hr, this scenario comes in 1.82% above the baseline at 11.2 hr.
  • Use it to staff and schedule a classification or recategorization campaign for an item master before analytics or an ERP migration. Treat this as a target state: the delta against the baseline quantifies what the improvement is worth before you commit to chasing it.

Results at a glance

  • Required item classification workload time: 11.2 hr (headline result)
  • Base item classification workload time: 10 hr
  • Item classification workload allowance applied: 12 %
  • Item classification workload completion rate: 12 pieces / min

Run it with your numbers

  • Every input above is editable in the live Item Classification Workload calculator, which recalculates instantly and can be shared with the inputs intact.

Last reviewed 2026-05-12.