Turn a variance prompt into an audit-ready workflow
Build a controlled AI-assisted variance workflow from source data through reviewed narrative.
The team needs an executive-ready opex variance explanation, but the working file mixes locked actuals, draft accruals, and an old budget export. Controlled variance workflow: define question -> lock sources -> build driver table -> draft with AI -> review and retain evidence The common shortcut is to paste the whole workbook into AI and ask for a narrative. That lets the model blend draft numbers, obsolete plans, and real actuals into one confident story. Define Write the decision question: "Explain May opex variance vs budget for the CFO review, material drivers above $100K, with open items labeled." This sets…
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