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AI Variance Analysis

Share budget and actual figures for a number that moved. Get a variance breakdown in the chat by price, volume, and mix, a bridge from budget to actual, and commentary ready for leadership.

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Nothing sends until you start, and you can change anything afterwards.

What you get

  • Text in the chatCopy it wherever you need it. Keep chatting to adjust the tone, length, or wording.

How it works

  1. Give the line item, the period, the budget (or prior period or forecast) and actual figures, and whatever detail you have: units, prices, headcount, or spend by category.
  2. askROI's Explain budget variances tool breaks the variance into its drivers in the chat, builds a text waterfall and bridge table that reconcile to the total, and writes a short narrative for each material variance.
  3. Paste the commentary into your monthly report or board deck, or keep chatting to test another driver or tighten the wording.

What people use it for

  • Revenuesplit a miss or a beat into price, volume, and mix effects.
  • Payroll and people costsseparate headcount, pay rate, mix, hiring timing, and attrition.
  • Operating expensesgroup spend into headcount, volume, discretionary, fixed, one-time, and timing drivers.
  • Leadership commentarytwo to four sentence explanations that name the driver, quantify it, and state the outlook and action.
  • Forecast accuracycompare budget, forecast, and actual, and measure how far forecasts were off.

Questions

What does a variance narrative look like?
Each one states the line item, whether the variance is favorable or unfavorable, the dollar and percent amount, the main driver with numbers behind it, an outlook (one-time, continuing, improving, or deteriorating), and an action. It avoids circular or vague explanations like "revenue was higher due to higher revenue".
Can it make a waterfall chart?
It builds the waterfall as text: the starting value, each driver with its signed amount, and the ending value, plus a bridge table with each driver's share of the total. It checks that the drivers add up to the total variance.
How does it decide which variances to explain?
It uses materiality thresholds by comparison type, such as 10% for actual vs budget and 5% for actual vs forecast, with a dollar threshold you set for your company's size. When several variances qualify, it starts with the largest dollar impact.
How is this different from the AI Financial Statement Generator?
The statement generator builds the full income statement and flags which lines moved. This tool takes one variance, or a few, and explains why it happened.
What does it not do?
It does not pull numbers from your systems or give financial advice, and it cannot confirm a business reason you do not give it. Share what drove the change and it quantifies and writes it up; a qualified finance professional should review the analysis before it goes into reporting.
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