Industrial AI Governance & MLOps worked example

AI Compliance Audit Load at 68% target audit completion rate: a worked example

Suppose target audit completion rate falls to 68%. This page works the full calculation at that level so you can see exactly which result moves and by how much. Calculate AI governance audit completion rate from reviewed evidence items, total required items, and target completion rate.

The inputs for this scenario

  • Completed AI audit evidence items: 186 items (held at the documented default)
  • Required AI audit evidence items: 220 items (held at the documented default)
  • Target audit completion rate: 68 % (the input this scenario stresses; the baseline uses 95)

Working through the calculation

  • The calculation starts from the formula this tool documents: AI audit completion rate = completed AI audit evidence items ÷ required AI audit evidence items × 100.
  • AI audit completion rate works out to 84.55 % at these inputs, and this is the headline figure for the scenario.
  • AI audit completion gap to target works out to -16.55 points at these inputs.
  • Completed AI audit evidence items works out to 186 count at these inputs.
  • Required AI audit evidence items works out to 220 count at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where target audit completion rate sits at 95% and the headline result is 84.55 %, this scenario lands almost exactly on the baseline at 84.55 %.
  • It computes the percentage of required AI audit evidence items completed and the point gap to your target completion rate. 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

  • AI audit completion rate: 84.55 % (headline result)
  • AI audit completion gap to target: -16.55 points
  • Completed AI audit evidence items: 186 count
  • Required AI audit evidence items: 220 count

Run it with your numbers

  • To rerun this with your own numbers, open the live AI Compliance Audit Load calculator, set target audit completion rate to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.