Data Monitoring / Power BI Performance & KPI Integrity
Power BI: KPI unit consistency
A dashboard compares milliseconds with a seconds-based target. Trace metric units from source through transformations, measure definitions and visual formatting.
Environment and inputs: Power BI semantic models and reports; measure behavior depends on relationships, storage mode and filter context.
Failure scenario
A dashboard compares milliseconds with a seconds-based target. Confirm the cause before choosing a fix.
Evidence to collect
Trace metric units from source through transformations, measure definitions and visual formatting. Record the time, affected scope and a healthy comparison interval.
Fix the confirmed cause
Convert once at a documented boundary and label both values and thresholds with matching units. Write the expected result first. Change one relevant setting at a time.
Check the result and hand over
Repeat the check for kpi unit consistency using the same scope and a representative interval. Check that the symptom is resolved, expected records are present and downstream results are correct. If coverage, correctness or latency worsens, restore the recorded configuration through the agreed rollback process.
Scope and precautions
Prefer read-only access and limit queries to the relevant period or dataset. This example has not been tested on your systems. Test changes in an approved environment. Keep credentials and sensitive data out of shared evidence.