SQL Analysis Verified with AI and Excel Dashboard

We validate AI-proposed SQL with row-level checks, refunds, time periods, denominators, and counterexamples. We connect the verified, cleaned data to Excel formulas, selection values, charts, and web dashboards, then practice applying design skills and rerunning the analysis with new data.