Manufacturing Master Data & Data Governance worked example

Supplier Master Cleanup at 47% records actually touched: a worked example

Suppose records actually touched falls to 47%. This page works the full calculation at that level so you can see exactly which result moves and by how much. Estimates the cost of cleansing, deduplicating, and re-validating a manufacturing supplier master file.

The inputs for this scenario

  • Supplier records to remediate: 4,200 records (held at the documented default)
  • Remediation labor per record: 9.5 $/record (held at the documented default)
  • Records actually touched: 47 % (the input this scenario stresses; the baseline uses 65)
  • Tooling and validation setup: 3,500 $ (held at the documented default)

Working through the calculation

  • The calculation starts from the formula this tool documents: Total = records x labor per record x touched% + tooling setup.
  • Total supplier master cleanup cost works out to 22,253 $ at these inputs, and this is the headline figure for the scenario.
  • Supplier master cleanup cost per unit works out to 5.3 $ / piece at these inputs.
  • Variable supplier master cleanup cost works out to 18,753 $ at these inputs.
  • Fixed supplier master cleanup adder works out to 3,500 $ at these inputs.

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 24.4% below the baseline at 22,253 $.
  • 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. When the numbers land here, the stressed input is the lever to work; the walkthrough above shows exactly how much each output recovers as it climbs back toward the baseline.

Results at a glance

  • Total supplier master cleanup cost: 22,253 $ (headline result)
  • Supplier master cleanup cost per unit: 5.3 $ / piece
  • Variable supplier master cleanup cost: 18,753 $
  • Fixed supplier master cleanup adder: 3,500 $

Run it with your numbers

  • To rerun this with your own numbers, open the live Supplier Master Cleanup calculator, set records actually touched to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.