Build an interactive tool called The Excel Metric-to-Decision Translator that converts spreadsheet metrics into practical business decisions.
Let users upload an Excel or CSV file, select a metric, define its business meaning, set targets, and specify relevant constraints.
The tool should:
Detect numeric columns, date fields, missing values, and unusual observations.
Calculate trends, target gaps, period-over-period changes, and segment comparisons.
Distinguish descriptive findings from possible explanations.
Generate decision options with expected benefits, costs, risks, and required follow-up data.
Show how different thresholds change the recommended response.
Create a concise management report with charts, supporting calculations, and caveats.
Export a clean summary workbook and decision log.
Include sample data for sales, expenses, inventory, and customer retention. Never invent causal explanations from correlations alone. Validate uploaded files, show calculation logic, and make every recommendation traceable to the underlying data.
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