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Misses requirement 1: SELECTEDMEASURE makes a calculation reusable across eligible measures. 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: Precedence controls how multiple calculation-item expressions are composed. The substituted action, Define an appropriate format-string expression for the calculation item., is suited to a different situation: A calculation group changes a decimal KPI to a whole number in every report. It does not satisfy the specified requirement 2.

Misses requirement 1: SELECTEDMEASURE makes a calculation reusable across eligible measures. 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 2: Formatting expresses numeric semantics while preserving the value. The substituted action, Configure calculation-item format strings based on the metric semantics., is suited to a different situation: An organization wants calculation items to show percent growth and currency totals with distinct formats. It does not satisfy the specified requirement 2.

Misses requirement 1: FORMAT returns text and can break numeric aggregation and sorting. 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: FORMAT returns text and can break numeric aggregation and sorting. 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 1: Measure parameters can switch the metric without duplicating whole report pages. 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: Dynamic selection should not introduce new access to confidential attributes. The substituted action, Explain that field parameters modify semantic or visual field selection, not source data., is suited to a different situation: An analyst expects a field parameter to rewrite the underlying data warehouse table. It does not satisfy the specified requirement 2.

Misses requirement 1: Measure parameters can switch the metric without duplicating whole report pages. 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 2: Storage capacity does not replace query and model optimization. The substituted action, Validate storage-mode compatibility before designing the composite structure., is suited to a different situation: An architect mixes Direct Lake on SQL tables with unsupported additional storage modes in one model. It does not satisfy the specified requirement 2.

Misses requirement 1: Large storage configurations can support eligible enterprise-scale models when properly provisioned. 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: Large storage configurations can support eligible enterprise-scale models when properly provisioned. 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 1: Visual cardinality can multiply both rendering and model-query work. 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: Production concurrency can expose limits not seen in isolated development testing. The substituted action, Benchmark the visual rendering cost separately from DAX query time., is suited to a different situation: An analyst adds a complex custom visual and total page render time rises despite unchanged measures. It does not satisfy the specified requirement 2.

Misses requirement 1: Visual cardinality can multiply both rendering and model-query work. 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 2: Variables can reduce repeated evaluation and make performance investigation easier. The substituted action, Use native numeric measures with dynamic format strings or model formats., is suited to a different situation: A report uses `FORMAT` on every numeric measure and sorting and charts behave as text. It does not satisfy the specified requirement 2.

Misses requirement 1: Correct aggregate semantics can also eliminate excessive per-row iteration. 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: Correct aggregate semantics can also eliminate excessive per-row iteration. 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 1: Views in Direct Lake on SQL can require query fallback instead of reading Delta columns directly. 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: Excessive file counts or row groups can make in-memory Direct Lake queries ineligible. The substituted action, Reevaluate DirectLakeBehavior settings and remove the incompatible dependency or reenable supported fallback., is suited to a different situation: A team disables fallback while keeping SQL security constraints that need it, and visuals fail. It does not satisfy the specified requirement 2.

Misses requirement 1: Views in Direct Lake on SQL can require query fallback instead of reading Delta columns directly. 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 2: Unsupported direct lake execution fails rather than silently switching to SQL in the OneLake variant. The substituted action, Check Direct Lake on OneLake source integration and permission requirements., is suited to a different situation: A designer wants a single Direct Lake model to span eligible Delta sources rather than only one SQL endpoint. It does not satisfy the specified requirement 2.

Misses requirement 1: This variant checks SQL-endpoint metadata and may execute DirectQuery for restricted paths. 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: This variant checks SQL-endpoint metadata and may execute DirectQuery for restricted paths. 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 1: Framing tracks eligible Delta table snapshots while columns are read on demand. 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: Source commits alone do not override a disabled model framing policy. The substituted action, Perform an appropriate model refresh after adding the table definition., is suited to a different situation: A model adds a table through XMLA metadata and its report returns an unframed-table error. It does not satisfy the specified requirement 2.

Misses requirement 1: Framing tracks eligible Delta table snapshots while columns are read on demand. 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 2: Without effective folding, every partition may rescan full source data. The substituted action, Extend the refresh policy or schedule a controlled historical reprocessing operation., is suited to a different situation: Late-arriving corrections change older partitions beyond the refresh window. It does not satisfy the specified requirement 2.

Misses requirement 1: Nonoverlapping partition predicates prevent duplicate boundary rows. 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: Nonoverlapping partition predicates prevent duplicate boundary rows. 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 1: Dimensional normalization can reduce repeated text and improve compression. 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: Model size and refresh work may fall when unnecessary calculated columns are removed. The substituted action, Simplify to a clear star schema with controlled filter directions., is suited to a different situation: A model uses bidirectional filters on every relationship and reports contain ambiguous results. It does not satisfy the specified requirement 2.

Misses requirement 1: Dimensional normalization can reduce repeated text and improve compression. 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.