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Misses requirement 1: Precedence controls how multiple calculation-item expressions are composed. The substituted action, Use a supported model-editing workflow and verify calculation-group prerequisites., is suited to a different situation: A team tries to create calculation groups without checking the model editing tool and compatibility. It does not satisfy the specified requirement 1.

Misses requirement 1: Precedence controls how multiple calculation-item expressions are composed. The substituted action, Create a supported calculation group with reusable time-intelligence calculation items., is suited to a different situation: A large model repeats year-to-date, prior-year and growth calculations for dozens of base measures. It does not satisfy the specified requirement 1.

Misses requirement 2: Reusable calculations must preserve the meaning and display of their results. The substituted action, Use SELECTEDMEASURE in the calculation item expression., is suited to a different situation: A calculation item should operate on the currently selected base measure rather than a hard-coded revenue measure. It does not satisfy the specified requirement 2.

Misses requirement 1: Formatting expresses numeric semantics while preserving the value. The substituted action, Define a supported dynamic format-string expression for the measure., is suited to a different situation: The same revenue measure must show euros for one currency selection and dollars for another. It does not satisfy the specified requirement 1.

Misses requirement 2: Calculation groups may require format propagation tailored to the item. The substituted action, Replace text conversion with dynamic format strings when suitable., is suited to a different situation: A measure uses DAX FORMAT to display currency and downstream charts stop treating its result as numeric. It does not satisfy the specified requirement 2.

Misses requirement 1: Formatting expresses numeric semantics while preserving the value. The substituted action, Keep measures numeric and use semantic model formatting metadata., is suited to a different situation: A report's currency format changes but exported numeric values must remain suitable for calculations. It does not satisfy the specified requirement 1.

Misses requirement 1: Dynamic selection should not introduce new access to confidential attributes. The substituted action, Test dependent visuals, slicers and bookmarks when modifying parameter definitions., is suited to a different situation: A field parameter is renamed and bookmarked report states no longer restore correctly. It does not satisfy the specified requirement 1.

Misses requirement 1: Dynamic selection should not introduce new access to confidential attributes. The substituted action, Create a supported field parameter that includes the approved dimension fields., is suited to a different situation: A report consumer wants to switch a chart axis between product, region and channel. It does not satisfy the specified requirement 1.

Misses requirement 2: Visual field flexibility is not an ETL operation. The substituted action, Use a field parameter containing the intended measures., is suited to a different situation: A user needs to toggle between revenue, profit and quantity in one visual. It does not satisfy the specified requirement 2.

Misses requirement 1: Storage capacity does not replace query and model optimization. The substituted action, Build an eligible composite model with supported Import and DirectQuery storage modes., is suited to a different situation: A semantic model must combine a small imported budget table with a live sales source. It does not satisfy the specified requirement 1.

Misses requirement 2: Direct Lake on SQL analytics endpoint mode has restrictions not shared by every composite variant. The substituted action, Evaluate large semantic model storage format and capacity prerequisites., is suited to a different situation: A model grows beyond standard storage assumptions and needs enterprise-scale capacity features. It does not satisfy the specified requirement 2.

Misses requirement 1: Storage capacity does not replace query and model optimization. The substituted action, Review cross-source relationship behavior and test query semantics for the chosen modes., is suited to a different situation: A composite model builds a relationship across Import and DirectQuery sources and totals unexpectedly change. It does not satisfy the specified requirement 1.

Misses requirement 1: Production concurrency can expose limits not seen in isolated development testing. The substituted action, Simplify visual interactions and avoid unnecessary duplicated calculations., is suited to a different situation: A page has dozens of visuals issuing redundant queries every time a slicer changes. It does not satisfy the specified requirement 1.

Misses requirement 1: Production concurrency can expose limits not seen in isolated development testing. The substituted action, Use Power BI Performance Analyzer to inspect the slow visual's query timing., is suited to a different situation: A report contains one visual that loads much more slowly than adjacent visuals. It does not satisfy the specified requirement 1.

Misses requirement 2: Slow pages can be caused by client rendering rather than semantic query execution alone. The substituted action, Reduce unnecessary visual detail and inspect the query produced under that filter., is suited to a different situation: A dashboard becomes slow only when a specific slicer produces many high-cardinality groups. It does not satisfy the specified requirement 2.

Misses requirement 1: Variables can reduce repeated evaluation and make performance investigation easier. The substituted action, Rewrite CALCULATE filters to use efficient column predicates where semantics permit., is suited to a different situation: A DAX measure iterates a billion-row fact using FILTER even though a simple column predicate would suffice. It does not satisfy the specified requirement 1.

Misses requirement 2: Text conversion compromises numeric sorting and may increase model processing overhead. The substituted action, Replace the design with ratio of appropriately aggregated numerator and denominator., is suited to a different situation: A margin KPI calculates row-wise ratio then sums it, causing numerical inconsistency and high query work. It does not satisfy the specified requirement 2.

Misses requirement 1: Variables can reduce repeated evaluation and make performance investigation easier. The substituted action, Correct the denominator filter scope using the intended peer set., is suited to a different situation: A visual displays every store's percentage as 100% and a measure has an overbroad ALL call. It does not satisfy the specified requirement 1.

Misses requirement 1: Excessive file counts or row groups can make in-memory Direct Lake queries ineligible. The substituted action, Inspect supported Direct Lake query diagnostics such as TABLETRAITS fallback information., is suited to a different situation: A report owner cannot explain whether Direct Lake used in-memory columns or SQL fallback. It does not satisfy the specified requirement 1.

Misses requirement 1: Excessive file counts or row groups can make in-memory Direct Lake queries ineligible. The substituted action, Inspect SQL endpoint RLS and DirectQuery fallback behavior for the affected table., is suited to a different situation: A Direct Lake on SQL model unexpectedly switches slow report queries to SQL for a secured source table. It does not satisfy the specified requirement 1.

Misses requirement 2: Disabling the SQL mode's fallback converts a slow fallback path into query errors. The substituted action, Evaluate materializing the view as a Delta table or accepting DirectQuery fallback., is suited to a different situation: A semantic model references a nonmaterialized SQL view and reports are slower than Delta-table queries. It does not satisfy the specified requirement 2.

Misses requirement 1: Unsupported direct lake execution fails rather than silently switching to SQL in the OneLake variant. The substituted action, Select Direct Lake on OneLake where the source and capacity meet requirements., is suited to a different situation: A new semantic model needs direct Delta-column access with OneLake security but no SQL endpoint dependency. It does not satisfy the specified requirement 1.

Misses requirement 2: OneLake-based Direct Lake can use eligible Delta tables from multiple Fabric sources. The substituted action, Evaluate Direct Lake on SQL analytics endpoints with documented fallback behavior., is suited to a different situation: A model requires SQL analytics endpoint security semantics and may accept slower queries when restricted. It does not satisfy the specified requirement 2.

Misses requirement 1: Unsupported direct lake execution fails rather than silently switching to SQL in the OneLake variant. The substituted action, Configure and verify OneLake security or semantic-model RLS for that model., is suited to a different situation: An analyst assumes SQL endpoint row security automatically protects a Direct Lake on OneLake model. It does not satisfy the specified requirement 1.

Misses requirement 1: Source commits alone do not override a disabled model framing policy. The substituted action, Refresh affected models and revalidate effective security as required by the integration., is suited to a different situation: A data steward modifies OneLake security roles and a Direct Lake model still evaluates old access assumptions. It does not satisfy the specified requirement 1.

Misses requirement 1: Source commits alone do not override a disabled model framing policy. The substituted action, Check model framing or automatic updates and trigger a supported refresh when needed., is suited to a different situation: A Direct Lake report still shows prior values after upstream Delta rows changed. It does not satisfy the specified requirement 1.

Misses requirement 2: New Direct Lake tables need a valid framing state before queries. The substituted action, Explain that Direct Lake refresh typically updates framing metadata rather than importing all source rows., is suited to a different situation: A team confuses Direct Lake semantic refresh with a full copy of all tables into Import storage. It does not satisfy the specified requirement 2.

Misses requirement 1: Without effective folding, every partition may rescan full source data. The substituted action, Configure supported incremental refresh with RangeStart and RangeEnd partitions., is suited to a different situation: A ten-year Import semantic model takes hours to reload even though only the most recent month changes. It does not satisfy the specified requirement 1.

Misses requirement 2: An incremental window only captures changes in the ranges it processes. The substituted action, Use a consistent inclusive lower and exclusive upper bound on partition filters., is suited to a different situation: An incremental refresh policy produces duplicate data because partitions overlap at the time boundary. It does not satisfy the specified requirement 2.

Misses requirement 1: Without effective folding, every partition may rescan full source data. The substituted action, Verify service-side policy application and scheduled incremental refresh execution., is suited to a different situation: A published model's refresh policy is configured but only historical partitions are being processed manually. It does not satisfy the specified requirement 1.

Misses requirement 1: Model size and refresh work may fall when unnecessary calculated columns are removed. The substituted action, Profile model tables, cardinality and capacity usage before sizing or redesigning., is suited to a different situation: A model consumes high memory during refresh and the team assumes adding a second report page will solve it. It does not satisfy the specified requirement 1.

Misses requirement 1: Model size and refresh work may fall when unnecessary calculated columns are removed. The substituted action, Remove unneeded high-cardinality columns from the model., is suited to a different situation: A semantic model stores transaction GUIDs in multiple high-cardinality string columns that reports never use. It does not satisfy the specified requirement 1.

Misses requirement 2: Relationship design affects both query work and analytical correctness. The substituted action, Move stable descriptions to an appropriate dimension when relationships support it., is suited to a different situation: A fact table includes a verbose description repeated across millions of rows. It does not satisfy the specified requirement 2.