Industrial Software Integration & APIs worked example

Master Data Sync Accuracy at 71% target sync accuracy rate: a worked example

Here is what the math looks like when conditions slip. We hold every other input steady and drop target sync accuracy rate to 71%, then walk the calculation through step by step. Calculate the accuracy rate of master data synchronization between manufacturing systems by comparing correctly synced records to total records, with gap-to-target analysis.

The inputs for this scenario

  • Correctly synced records: 4,850 records (held at the documented default)
  • Total records in sync batch: 5,000 records (held at the documented default)
  • Target sync accuracy rate: 71 % (the input this scenario stresses; the baseline uses 99)

Working through the calculation

  • The calculation starts from the formula this tool documents: Sync accuracy rate = (correctly synced records / total records) x 100.
  • Master data sync accuracy rate works out to 97 % at these inputs, and this is the headline figure for the scenario.
  • Gap to accuracy target works out to -26 points at these inputs.
  • Correctly synced records works out to 4,850 count at these inputs.
  • Total records in batch works out to 5,000 count at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where target sync accuracy rate sits at 99% and the headline result is 97 %, this scenario lands almost exactly on the baseline at 97 %.
  • The practical read: the gap between this scenario and the baseline is entirely attributable to target sync accuracy rate, so recovering it is worth quantifying in dollars before considering equipment or staffing changes. It measures count-level correctness only; a record can sync 'correctly' field-by-field yet still be semantically wrong or stale.

Results at a glance

  • Master data sync accuracy rate: 97 % (headline result)
  • Gap to accuracy target: -26 points
  • Correctly synced records: 4,850 count
  • Total records in batch: 5,000 count

Run it with your numbers

  • To rerun this with your own numbers, open the live Master Data Sync Accuracy calculator, set target sync accuracy rate to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.