Manufacturing Master Data & Data Governance worked example

Supplier Master Cleanup at 75% records actually touched: a worked example

Push records actually touched up to 75% and the picture changes. This example computes every intermediate figure at that operating point. Use it to scope a vendor-master remediation sprint before an ERP migration or supplier consolidation.

The inputs for this scenario

  • Supplier records to remediate: 4,200 records (unchanged)
  • Remediation labor per record: 9.5 $/record (unchanged)
  • Records actually touched: 75 % (raised for this scenario; the documented default is 65)
  • Tooling and validation setup: 3,500 $ (unchanged)

Working through the calculation

  • Applying the documented formula (Total = records x labor per record x touched% + tooling setup) to the inputs above produces each figure below.
  • At this operating point the engine returns 33,425 $ for total supplier master cleanup cost, the number this scenario is built around.
  • At this operating point the engine returns 7.96 $ / piece for supplier master cleanup cost per unit.
  • At this operating point the engine returns 29,925 $ for variable supplier master cleanup cost.
  • At this operating point the engine returns 3,500 $ for fixed supplier master cleanup adder.

How this compares with the baseline

  • Against the tool's baseline example, where records actually touched sits at 65% and the headline result is 29,435 $, this scenario comes in 13.56% above the baseline at 33,425 $.
  • It computes the total cost to remediate supplier records given the share actually touched, plus a fixed tooling-and-validation setup, and the resulting cost per record. 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

  • Total supplier master cleanup cost: 33,425 $ (headline result)
  • Supplier master cleanup cost per unit: 7.96 $ / piece
  • Variable supplier master cleanup cost: 29,925 $
  • Fixed supplier master cleanup adder: 3,500 $

Run it with your numbers

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

Last reviewed 2026-05-12.