Integrity Program Maturity

What this topic covers

From reactive inspection to risk-informed, data-connected lifecycle management.

Core ideas

Reactive programs respond mainly after failures or obvious deterioration.

More mature programs use asset hierarchy, criticality, degradation models, condition data and closed-loop findings.

Maturity is not measured by technology count; simple disciplined systems can outperform poorly governed advanced analytics.

Program tradeoffs

Overdue findings and inspections should be evaluated by significance and governed escalation rather than hidden in averages.

What good evidence looks like

Assurance verifies traceability from risk and inspection through decision, work execution and closure.

Lifecycle perspective

Competence, change management and data governance are core parts of technical integrity.