In recent years, there has been interest in using inspection, testing, and maintenance (ITM) activity data to inform decisions related to system reliability, risk acceptability, and ITM frequencies. These data are being captured in thousands of different formats, through hundreds of different approaches, and by thousands of different groups, but one key element has been …