Read-only audit
Northwind Retail · Retail · sample
This is a finished audit of a synthetic model.
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Not ready for production
The model has critical issues that lead to incorrect financial reporting. The 'Budget vs Actual' calculation is fundamentally wrong due to a missing model relationship, and time intelligence measures are inconsistent and based on the wrong date columns. Furthermore, the model relies on local Excel files, making it unrefreshable and unmanageable in the Power BI Service. These foundational modeling and data source issues must be addressed before the model can be considered reliable for business decisions.
45 findings · 7 critical · 6 verified fixes · 5 hygiene notes, not counted in the score
Tables
7
Measures
14
Relationships
6
Pages
–
no report layer
Critical
7
AI findings
12
6 fixes
Fix these first
Ordered by severity, confidence and how many visuals depend on the object.
By area
Sub-scores out of 100; click to filter.
Verified fixes
Rewrites checked against your model and reviewed for semantic equivalence.
The model
Shape, sources and the report layer.
Shape
Data sources
Report layer
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