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This addresses a separate source situation: A manufacturer keeps its SQL Server behind a corporate firewall, but a cloud report needs scheduled refresh. It does not directly satisfy this case's priority.

Relational storage by itself does not require DirectQuery and may add query latency. The proposed shortcut 'Use DirectQuery solely because the source is a relational database' fails the documented need.

This might be appropriate after a different requirement arises: Executives now demand queries reflect database changes within seconds. It is not the best initial response to the stated case.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: Relational storage by itself does not require DirectQuery and may add query latency.

This is reasoning supporting the preferred solution 'Choose Import mode and configure scheduled semantic-model refresh', but it does not directly name the defect in the proposed shortcut.

This addresses a different case: A manufacturer keeps its SQL Server behind a corporate firewall, but a cloud report needs scheduled refresh. It is not the specific defect in 'Use DirectQuery solely because the source is a relational database'.

A future test is not yet observed operational evidence. The verification must establish: The report remains responsive and displays records from the latest successful refresh.

Approval of a proposed design is not evidence of working behavior. The required observation is: The report remains responsive and displays records from the latest successful refresh.

This belongs to a different case: A manufacturer keeps its SQL Server behind a corporate firewall, but a cloud report needs scheduled refresh. It does not validate the current change.

This is the already implemented original solution: Choose Import mode and configure scheduled semantic-model refresh. Import caches compressed data for fast visuals when continuous source access is unnecessary. It does not itself solve the new requirement.

This observes the original approach but is not an additional action: The report remains responsive and displays records from the latest successful refresh.

This remains unsuitable for the original situation: Relational storage by itself does not require DirectQuery and may add query latency. It also does not meet the changed need.

An old imported snapshot cannot display the source's subsequent transactions. The proposed shortcut 'Import once at month-end and claim the visual stays live' fails the documented need.

This addresses a separate source situation: A finance model's scheduled refresh fails after an OAuth credential expires for its cloud SaaS source. It does not directly satisfy this case's priority.

This might be appropriate after a different requirement arises: The database begins experiencing excessive query pressure from report traffic. It is not the best initial response to the stated case.

This is reasoning supporting the preferred solution 'Use DirectQuery against the supported SQL source and optimize source queries', but it does not directly name the defect in the proposed shortcut.

This addresses a different case: A finance model's scheduled refresh fails after an OAuth credential expires for its cloud SaaS source. It is not the specific defect in 'Import once at month-end and claim the visual stays live'.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: An old imported snapshot cannot display the source's subsequent transactions.

This belongs to a different case: A finance model's scheduled refresh fails after an OAuth credential expires for its cloud SaaS source. It does not validate the current change.

A future test is not yet observed operational evidence. The verification must establish: A test record appears in the visual after source commit within the measured latency.

Approval of a proposed design is not evidence of working behavior. The required observation is: A test record appears in the visual after source commit within the measured latency.

This remains unsuitable for the original situation: An old imported snapshot cannot display the source's subsequent transactions. It also does not meet the changed need.

This observes the original approach but is not an additional action: A test record appears in the visual after source commit within the measured latency.

This is the already implemented original solution: Use DirectQuery against the supported SQL source and optimize source queries. DirectQuery sends report queries to the data source and can reflect current records. It does not itself solve the new requirement.

This addresses a separate source situation: A model currently uses Import, but business users ask how DirectQuery differs in connection behavior. It does not directly satisfy this case's priority.

Changing to an unrelated source does not exploit the existing lakehouse. The proposed shortcut 'Choose DirectQuery on an unrelated legacy SQL instance to satisfy OneLake requirements' fails the documented need.

This might be appropriate after a different requirement arises: A needed table feature causes fallback or unsupported DirectLake behavior. It is not the best initial response to the stated case.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: Changing to an unrelated source does not exploit the existing lakehouse.

This addresses a different case: A model currently uses Import, but business users ask how DirectQuery differs in connection behavior. It is not the specific defect in 'Choose DirectQuery on an unrelated legacy SQL instance to satisfy OneLake requirements'.

This is reasoning supporting the preferred solution 'Evaluate DirectLake for its supported Fabric semantic model', but it does not directly name the defect in the proposed shortcut.