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Forecasting & analytics
Quick forecast.
Type the last few months of any number — revenue, signups, units shipped — and the demo will give you a 3-step forecast with a confidence band. Pure statistics, no AI involved. The production version uses an ensemble of gradient-boosted models for higher accuracy.
e.g. 110, 132, 145, 158, 172, 190
Model
How the production version differs
- Ensemble of 3 models (gradient-boosted regressor + SARIMA + seasonal baseline) instead of one linear fit
- Trained on the client's actual feature set (pipeline, marketing-attributed leads, owner close rates)
- Backtested on a rolling window so the confidence band is calibrated, not just heuristic
- Built into Looker / Metabase so the CFO sees it on a dashboard, not a webpage