Data & Handover

Inspection data quality: confidence, consistency and traceability

Condition data is only useful if decision makers understand where it came from, how current it is and how much confidence it deserves.

Editorial review: August 12, 2026 · Andrew P. Marlowfield

Record the source

Inspector, method, date and asset identity should be traceable.

Use repeatable terminology

Free-text notes are useful, but structured fields help portfolio analysis.

Flag uncertainty

Inaccessible areas or uncertain asset identity should not silently become definitive data.

Review unusual changes

A dramatic score improvement or deterioration may reflect a real event, a changed method or a data error.

Scope. This page explains asset-management concepts, not operating procedures for critical infrastructure. Inspection methods, intervention thresholds and safety decisions must follow the asset owner’s standards, local rules and qualified professional judgement.