Inspection data exists to reduce uncertainty. If the output introduces doubt, the inspection has failed its purpose.

Inspection data supports maintenance, budgets, and risk decisions. If the data lacks integrity, the decision inherits that weakness.

Enterprise inspections are not judged by how impressive they look. They are judged by whether they can be repeated, compared, and relied upon over time.