Finance & markets
Revenue forecasting
Maintain a current revenue outlook grounded in bookings, pipeline, usage, renewals, pricing, and seasonality.
Sound familiar?
- The quarter closes away from the forecast and no one can explain why
- Spreadsheet forecasts already stale by the time they reach the board
- Surprises reported at quarter end instead of when they started
Recognized revenue
recognized $M / month · Live forecast
Driver
Bookings
Driver
Pipeline
Driver
Usage
Forecast horizon
1–18 months
Refresh cadence
Daily or weekly
Built for
FP&A · Revenue operations
What you can predict
One forecast can answer several operational questions.
Connect operational revenue drivers to the financial forecast and track how new actuals, pipeline movement, churn, and pricing changes alter the outlook.
Revenue by product and region
Monthly recurring revenue
Renewal and expansion revenue
Forecast range versus plan
Questions teams need answered
- Where will revenue land this quarter?
- What changed since the last forecast?
- Which assumptions create the largest downside?
- Which segments explain the variance to plan?
Data that can improve the forecast
Start with the history you already have. Add internal or external drivers only when backtesting shows that they improve the forecast on held-out periods.
What-if planning
Test a change before committing to it.
Compare a proposed change with the current baseline. See the expected direction, timing, range, and the assumptions behind the result.
Win rate declines by five points
See the effect on quarter-end revenue
A pricing change starts next month
Compare revenue and volume outcomes
Recognized revenue
recognized $M / month · Scenario comparison
What if
Win rate declines by five points?
Driver
Bookings
Driver
Pipeline
Driver
Usage
From forecast to action
Keep the people making the decision in the loop.
01 · MONITOR
Forecast continuously
Refresh recognized revenue on a daily or weekly cadence as new data arrives.
02 · NOTIFY
Alert on meaningful changes
- Quarter forecast falls below plan
- Renewal risk creates a material variance
03 · DECIDE
Put the result to work
Build a revenue forecast with your data.
Start with sample data, connect your own history, or talk with us about your target, horizon, and production requirements.