Model historical condition and applicable documentation so activity analysis does not rely solely on the current asset record.
Index
An instrument's condition today may differ from information available when an activity happened. Reporting that joins usage to the newest document retrospectively changes the evidence.
The unit of analysis determines the result
The model must retain usage events and condition versions. Define which instant selects the applicable reference and how partial restrictions are represented. Data supports lookup; technical interpretation remains with the process owner rather than becoming an automatic compliance conclusion.
A configured query may suffice when complete history exists. Data engineering supports sources distributing loans, documents and restrictions across modules. Missing older versions must be explicit: current documentation cannot substitute for evidence that was never preserved by the original process.
Requirements for comparing BI proposals
- Connect physical identity, activity and usage time rather than relying only on a filename.
- Separate stated validity date, recording date and the instant staff received a change.
- Retain corrections and report versions to explain changes in a historical lookup.
A check before using the measure
In a hypothetical scenario, a restriction is recorded after an activity. Check what staff knew then and what was added later while retaining both perspectives. Add an instrument whose earlier document is unavailable: reporting must show the gap and prevent conclusions based solely on the current version or on dates inferred without evidence.
Reference for assessing scope
Microsoft Learn: facts, dimensions and analytical model grain
Prepare your project with Quantum9
Bring usage records and document versions to Quantum9 to delimit verifiable history.