PLM, BOM & Digital Thread worked example

Product Data Cleanup Cost at 75% records needing rework: a worked example

This scenario runs the product data cleanup cost calculation on the strong side: 75% records needing rework, with every other input held at its documented default. Use it when scoping a BOM or item-master cleanup ahead of a PLM or ERP migration and you need a defensible effort number.

The inputs for this scenario

  • Part records to clean: 12,000 records (unchanged)
  • Cost per record cleaned: 1.8 $ / record (unchanged)
  • Records needing rework: 75 % (raised for this scenario; the documented default is 65)
  • Tooling and rule setup cost: 9,500 $ (unchanged)

Working through the calculation

  • Applying the documented formula (Product data cleanup cost = part records × cost per record × records needing rework + tooling and rule setup) to the inputs above produces each figure below.
  • At this operating point the engine returns 25,700 $ for total product data cleanup cost, the number this scenario is built around.
  • At this operating point the engine returns 2.14 $ / piece for product data cleanup cost per unit.
  • At this operating point the engine returns 16,200 $ for variable product data cleanup cost.
  • At this operating point the engine returns 9,500 $ for fixed product data cleanup cost adder.

How this compares with the baseline

  • Against the tool's baseline example, where records needing rework sits at 65% and the headline result is 23,540 $, this scenario comes in 9.18% above the baseline at 25,700 $.
  • Use it when scoping a data-quality initiative, budgeting an ERP or PLM migration, or comparing in-house cleanup against an outsourced or automated approach. 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

  • Total product data cleanup cost: 25,700 $ (headline result)
  • Product data cleanup cost per unit: 2.14 $ / piece
  • Variable product data cleanup cost: 16,200 $
  • Fixed product data cleanup cost adder: 9,500 $

Run it with your numbers

  • Every input above is editable in the live Product Data Cleanup Cost calculator, which recalculates instantly and can be shared with the inputs intact.

Last reviewed 2026-05-12.