Read-only audit
Lumen SaaS Metrics · Software / subscriptions · sample
This is a finished audit of a synthetic model.
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Not ready for production
The model has critical flaws that produce incorrect billing and lifetime value metrics and will prevent deployment to the Power BI service. The data sources rely on local file paths and contain embedded credentials, which must be parameterized. Key measures for billing are unresponsive to date filters due to an inactive relationship, and the Lifetime Value (LTV) is calculated using stale data from a flawed calculated column. The top priority is to parameterize the data sources, starting with the Invoices query, to enable secure and reliable refresh in the Power BI service.
44 findings · 8 critical · 7 verified fixes · 4 hygiene notes, not counted in the score
Tables
5
Measures
18
Relationships
5
Pages
–
no report layer
Critical
8
AI findings
12
7 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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