Spreadsheet anomaly before and after review with AI checklist

Checklist

Raw source material is preserved before AI edits begin.The desired output format is written explicitly.Edge cases, missing values, and exceptions are listed.The first output is reviewed against real examples.The final prompt is stored for reuse.Sensitive or policy-heavy cases get manual review.Provide normal examples and suspicious examples.Ask AI to describe the difference.Require severity and next-check fields.Keep causes as assumptions unless verified.

Mistakes to avoid

treating every outlier as an error

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

not showing normal examples

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

mixing cause and observation

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

skipping severity labels

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

Related workflow pages

Use the Spreadsheet anomaly before and after review with AI prompt builderCreate before-and-after anomaly review examples for finance, operations, and reporting spreadsheets.Copy Spreadsheet anomaly before and after review with AI prompt templatesCreate before-and-after anomaly review examples for finance, operations, and reporting spreadsheets.Compare AI tools for Spreadsheet anomaly before and after review with AICreate before-and-after anomaly review examples for finance, operations, and reporting spreadsheets.Follow the Spreadsheet anomaly before and after review with AI workflowCreate before-and-after anomaly review examples for finance, operations, and reporting spreadsheets.Spreadsheet anomaly before and after review with AICreate before-and-after anomaly review examples for finance, operations, and reporting spreadsheets.Use the Excel formula before and after examples with AI prompt builderUse before-and-after examples to debug formulas, simplify logic, and document spreadsheet decisions.