Organisations that fail compliance audits often fail not because their inspections were inadequate, but because their inspection data was unusable when an auditor needed to rely on it. The inspections happened. The findings were recorded. But when the auditor asked specific questions, when did this inspection occur? who reviewed this finding? what action was taken?, the data could not provide answers.
Unusable inspection data is not the same as missing inspection data. The records exist. They simply cannot do what inspection data is supposed to do in an audit context: demonstrate, with sufficient precision and integrity, that an organisation’s inspection process was followed correctly.
Understanding why inspection data becomes unusable, the specific technical and procedural failures that cause it, is the starting point for building inspection data practices that survive audit scrutiny.








