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This addresses a different case: A report's header should display the currently filtered total revenue as one large number. It is not the specific defect in 'Use a card visual and expect it to display row/column intersections'.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: Cards are single-metric displays rather than pivot-style matrices.

This is reasoning supporting the preferred solution 'Use a Matrix visual with Region and Product hierarchies', but it does not directly name the defect in the proposed shortcut.

Approval of a proposed design is not evidence of working behavior. The required observation is: The matrix subtotals reconcile to the overall sales total.

A future test is not yet observed operational evidence. The verification must establish: The matrix subtotals reconcile to the overall sales total.

This belongs to a different case: A report's header should display the currently filtered total revenue as one large number. It does not validate the current change.

This observes the original approach but is not an additional action: The matrix subtotals reconcile to the overall sales total.

This remains unsuitable for the original situation: Cards are single-metric displays rather than pivot-style matrices. It also does not meet the changed need.

This is the already implemented original solution: Use a Matrix visual with Region and Product hierarchies. Matrix supports tabular intersections, hierarchy levels, and subtotals. It does not itself solve the new requirement.

A universal color cannot distinguish individual low-stock items. The proposed shortcut 'Change the entire report background to red for all inventory records' fails the documented need.

This addresses a separate source situation: A retailer must compare total revenue across 15 product categories and read their ranks. It does not directly satisfy this case's priority.

This might be appropriate after a different requirement arises: Supply chain adds multiple severity bands. It is not the best initial response to the stated case.

This addresses a different case: A retailer must compare total revenue across 15 product categories and read their ranks. It is not the specific defect in 'Change the entire report background to red for all inventory records'.

This is reasoning supporting the preferred solution 'Apply conditional formatting driven by a low-stock rule or measure', but it does not directly name the defect in the proposed shortcut.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: A universal color cannot distinguish individual low-stock items.

Approval of a proposed design is not evidence of working behavior. The required observation is: Only below-threshold products receive the warning format.

This belongs to a different case: A retailer must compare total revenue across 15 product categories and read their ranks. It does not validate the current change.

A future test is not yet observed operational evidence. The verification must establish: Only below-threshold products receive the warning format.

This is the already implemented original solution: Apply conditional formatting driven by a low-stock rule or measure. Conditional formatting communicates threshold exceptions directly. It does not itself solve the new requirement.

This remains unsuitable for the original situation: A universal color cannot distinguish individual low-stock items. It also does not meet the changed need.

This observes the original approach but is not an additional action: Only below-threshold products receive the warning format.

This might be appropriate after a different requirement arises: The executive wants to open a detailed product page after selection. It is not the best initial response to the stated case.

Excess categorical bars impair the report's main comparison. The proposed shortcut 'Add every product attribute as a new bar category in the main chart' fails the documented need.

This addresses a separate source situation: A finance report needs to show how revenue, cost, discounts, and returns contribute to operating profit. It does not directly satisfy this case's priority.

This addresses a different case: A finance report needs to show how revenue, cost, discounts, and returns contribute to operating profit. It is not the specific defect in 'Add every product attribute as a new bar category in the main chart'.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: Excess categorical bars impair the report's main comparison.

This is reasoning supporting the preferred solution 'Configure a report-page tooltip containing relevant product metrics', but it does not directly name the defect in the proposed shortcut.

A future test is not yet observed operational evidence. The verification must establish: Hovering over a bar shows the intended custom tooltip with the correct product.

Approval of a proposed design is not evidence of working behavior. The required observation is: Hovering over a bar shows the intended custom tooltip with the correct product.

This belongs to a different case: A finance report needs to show how revenue, cost, discounts, and returns contribute to operating profit. It does not validate the current change.

This is the already implemented original solution: Configure a report-page tooltip containing relevant product metrics. Tooltips reveal context on demand while preserving the primary visual. It does not itself solve the new requirement.

This observes the original approach but is not an additional action: Hovering over a bar shows the intended custom tooltip with the correct product.

This remains unsuitable for the original situation: Excess categorical bars impair the report's main comparison. It also does not meet the changed need.