Inspection events are necessary. They are not a history.
An inspection result describes an observed condition at a particular location and time. Structural Intelligence adds an information architecture around that event: screen a wider population, prioritise departures, verify selected findings, preserve an as-found baseline and return to the same objects or coordinates later.
Screen → Prioritise → Verify → Baseline → Compare
The sequence matters. Screening is not defect sizing. Prioritisation is not acceptance. Verification establishes what the indication represents. The baseline preserves the measurement context. Repeat measurement creates the possibility of identifying change.
Structural history requires repeatability
Object identity, spatial registration, geometry, material, operating state, instrument configuration and reference checks should be retained. Without sufficient control of these variables, an apparent change between campaigns may reflect the measurement conditions rather than the asset.
Conventional NDT remains the verification gate
UT, PAUT, surface examination and other qualified methods remain necessary where the inspection plan or suspected mechanism requires them. Structural Intelligence is designed to make that verification more focused and to preserve the relationship between screening evidence and confirmed findings.
From history to future analytics
Longitudinal data can eventually support stronger trend analysis and, where sufficiently validated, predictive models. That is a downstream capability. It should not be claimed before the dataset, repeatability and ground truth support it.