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This addresses a different case: An inventory report should highlight StockOnHand below reorder level in red. It is not the specific defect in 'Use a pie chart with 36 slices to represent monthly time trends'.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: Many unordered pie slices obscure sequential trend and seasonality.

This is reasoning supporting the preferred solution 'Use a line chart with a continuous chronological Date axis', 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: The line chart reveals monthly peaks and valleys in chronological order.

This belongs to a different case: An inventory report should highlight StockOnHand below reorder level in red. It does not validate the current change.

Approval of a proposed design is not evidence of working behavior. The required observation is: The line chart reveals monthly peaks and valleys in chronological order.

This is the already implemented original solution: Use a line chart with a continuous chronological Date axis. Line charts convey movement and trend over ordered time. It does not itself solve the new requirement.

This observes the original approach but is not an additional action: The line chart reveals monthly peaks and valleys in chronological order.

This remains unsuitable for the original situation: Many unordered pie slices obscure sequential trend and seasonality. It also does not meet the changed need.

This addresses a separate source situation: An analyst cannot decide which visuals would communicate the top drivers of sales performance. It does not directly satisfy this case's priority.

Pie slice comparisons make precise category ranking difficult. The proposed shortcut 'Choose a dense pie chart with 15 tiny segments for ranking' fails the documented need.

This might be appropriate after a different requirement arises: The business wants category composition as a percent of annual sales. 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: Pie slice comparisons make precise category ranking difficult.

This is reasoning supporting the preferred solution 'Use a sorted horizontal bar chart for category comparisons', but it does not directly name the defect in the proposed shortcut.

This addresses a different case: An analyst cannot decide which visuals would communicate the top drivers of sales performance. It is not the specific defect in 'Choose a dense pie chart with 15 tiny segments for ranking'.

Approval of a proposed design is not evidence of working behavior. The required observation is: The largest category appears first with comparable bars and readable labels.

This belongs to a different case: An analyst cannot decide which visuals would communicate the top drivers of sales performance. It does not validate the current change.

A future test is not yet observed operational evidence. The verification must establish: The largest category appears first with comparable bars and readable labels.

This is the already implemented original solution: Use a sorted horizontal bar chart for category comparisons. Bars make differences among labeled categories easy to compare. It does not itself solve the new requirement.

This observes the original approach but is not an additional action: The largest category appears first with comparable bars and readable labels.

This remains unsuitable for the original situation: Pie slice comparisons make precise category ranking difficult. It also does not meet the changed need.

This might be appropriate after a different requirement arises: The analyst wants to distinguish urban and rural stores. It is not the best initial response to the stated case.

This addresses a separate source situation: A user wants to toggle the X-axis between Category, Brand, and Store without duplicating charts. It does not directly satisfy this case's priority.

Independent cards do not communicate paired-variable relationships. The proposed shortcut 'Use a single-value card for every store's spend and claim it shows correlation' fails the documented need.

This addresses a different case: A user wants to toggle the X-axis between Category, Brand, and Store without duplicating charts. It is not the specific defect in 'Use a single-value card for every store's spend and claim it shows correlation'.

Product familiarity is not evidence of suitability. The actual defect in this proposal is: Independent cards do not communicate paired-variable relationships.

This is reasoning supporting the preferred solution 'Use a scatter chart with spend on X and revenue on Y', 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: The scatter view shows each store's paired metrics and outliers.

Approval of a proposed design is not evidence of working behavior. The required observation is: The scatter view shows each store's paired metrics and outliers.

This belongs to a different case: A user wants to toggle the X-axis between Category, Brand, and Store without duplicating charts. It does not validate the current change.

This remains unsuitable for the original situation: Independent cards do not communicate paired-variable relationships. It also does not meet the changed need.

This observes the original approach but is not an additional action: The scatter view shows each store's paired metrics and outliers.

This is the already implemented original solution: Use a scatter chart with spend on X and revenue on Y. Scatter plots reveal relationships between two continuous metrics. It does not itself solve the new requirement.