PLM, BOM & Digital Thread worked example

Product Data Governance Score with data governance severity of 3 score: a worked example

Here is what the math looks like when conditions slip. We hold every other input steady and drop data governance severity to 3 score, then walk the calculation through step by step. Estimate product data governance for plm, bom and digital thread using production-ready inputs so teams can rank risks and decide which issue needs containment, controls, or escalation first.

The inputs for this scenario

  • Data governance severity (impact if bad PLM data ships): 3 score (the input this scenario stresses; the baseline uses 6)
  • Data governance occurrence (how often the data error appears): 4 score (held at the documented default)
  • Data governance detection difficulty (chance it escapes review): 3 score (held at the documented default)

Working through the calculation

  • The calculation starts from the formula this tool documents: Product data governance risk score = product data governance severity score × product data governance occurrence score × product data governance detection score.
  • Product data governance risk score works out to 3.35 score at these inputs, and this is the headline figure for the scenario.
  • Product data governance severity score works out to 3 score at these inputs.
  • Product data governance occurrence score works out to 4 score at these inputs.
  • Product data governance detection score works out to 3 score at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where data governance severity sits at 6 score and the headline result is 4.55 score, this scenario comes in 26.37% below the baseline at 3.35 score.
  • The practical read: the gap between this scenario and the baseline is entirely attributable to data governance severity, so recovering it is worth quantifying in dollars before considering equipment or staffing changes. RPN treats the three factors as equally weighted and multiplicative, so a low-detection score can mask a catastrophic severity - always review high-severity items regardless of total.

Results at a glance

  • Product data governance risk score: 3.35 score (headline result)
  • Product data governance severity score: 3 score
  • Product data governance occurrence score: 4 score
  • Product data governance detection score: 3 score

Run it with your numbers

  • To rerun this with your own numbers, open the live Product Data Governance Score calculator, set data governance severity to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.