ma-standard-cost-variance

To perform cost variance analysis, upload a CSV with standard and actual prices and quantities. The skill automatically decomposes total variance into price and quantity components across material, labor, and overhead categories.

Price variance measures the cost impact of paying more or less than the standard rate, while quantity variance measures the cost impact of using more or less than the standard amount of materials or labor. Together they explain the total manufacturing cost variance.

Assign responsibility for manufacturing overhead variances by categorizing cost impacts into material, labor, and overhead subtotals. The skill maps aggregated variances to responsible departments and proposes root-cause hypotheses like process inefficiency or market price shifts.

Yes, this supports monthly cost variance reporting and procurement price monitoring. It processes structured CSV inputs to generate itemized reports with category subtotals, top variances, and responsibility mapping.

The required CSV format includes columns for item name, cost category, and standard versus actual prices and quantities. This structured input enables automated decomposition of total variance into price and quantity components.

Yes, the analysis provides root cause hypotheses for production efficiency issues by evaluating quantity variances. It identifies plausible drivers like waste, rework, or process inefficiencies and recommends corrective actions mapped to responsible departments.