# AI FP&A | Budgets, Forecasts, and Variance Analysis

*AI Finance Team*

Budgets, forecasts, and variance analysis your CFO will trust

Your AI FP&A team builds and maintains the rolling forecast, the annual operating plan, and the variance commentary your board reads every month. Reads actuals from your accounting system, layers on driver-based assumptions, and produces forecasts that hold up to scrutiny. Variance commentary written in plain English — not "expenses were higher" but "marketing overshot by $34K because the conference budget shifted from Q2 to Q1; structural run-rate unchanged".

## Benefits

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## How It Works

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## At a Glance

- **18mo** Rolling forecast horizon
- **Monthly** Refresh cadence built in
- **95%+** Forecast accuracy on top-line drivers
- **0** Manual spreadsheet stitching required

## Driver-Based, Not Line-Based

Most FP&A is line-item-based: copy last year, add 5%. That breaks the moment the business changes. Driver-based planning ties every line to an operational reality — quota, headcount, churn, AOV. When operations change, the plan updates automatically. When it does not match actuals, you know which driver to question.

## FAQ

### How does it handle headcount planning?

Headcount roster is the input; salary, benefits, taxes, and ramp roll up automatically. Hiring delays cascade through the model in real time.

### Can it model SaaS metrics (MRR, churn, LTV)?

Yes. SaaS, e-commerce, marketplace, and services models supported out of the box.

### How accurate are forecasts?

Top-line accuracy typically 95%+ at one quarter out, 85%+ at four quarters out — when drivers are wired correctly.

### Can the board view live?

Yes. Dashboards are shareable and refresh automatically. No more sending PDFs that go stale.