Speed
A full set of forecasting models in minutes.
Gazelle Forecasting Optimizer
Forecasts built on what drives demand.
Gazelle Forecasting Optimizer is a fully automated, multi-industry forecasting solution. It tests a wide range of internal and external variables, selects the ones that matter, and validates every forecast it produces.
Thousands
of models tested automatically
of models tested automatically
Minutes
to a full set of forecasting models
to a full set of forecasting models
Multi-industry
internal and external drivers
internal and external drivers
The problem
A forecast that only looks backwards can’t explain what changed.
Many forecasts extend past sales forward. They miss the drivers — price, promotion, seasonality, market conditions — and tuning better models by hand takes analysts weeks.
History-only forecasts miss the reasons demand moves.
Choosing which variables to include is slow, manual and subjective.
Models are rarely re-tested once they are in production.
Forecasts are hard to connect to the business decisions behind them.
How it works
Hundreds of models in, one validated forecast out.
Every stage is automated, so the search for the best model happens in minutes instead of weeks.
- 01
Select the causal drivers
Hundreds of Random Forest models run automatically to identify the most important causal variables.
- 02
Measure their impact
An automated regression-based algorithm measures how each driver moves demand, running hundreds of iterations to find the best-fit model.
- 03
Optimize the models
Thousands of models forecast the drivers themselves — chosen to maximize fit and minimize out-of-sample error.
- 04
Calculate the forecast
The final forecast is calculated from the forecasted drivers, with automated insights on what is behind it.
Forecasting Optimizer · model search
Hundreds Random Forest models
select the causal drivers
Hundreds regression iterations
measure each driver’s impact
Thousands driver forecasts
max fit, min out-of-sample error
1 validated forecast
calculated from the drivers
Fully automated — minutes, not weeks.
What it evaluates
How each forecast is judged
Model fit
How well the model explains the demand you have already seen.
Out-of-sample error
Accuracy on data the model was not trained on — the honest test.
Driver importance
Which internal and external variables matter most, ranked.
Driver impact
How much each variable moves demand, measured by regression.
Why it’s different
What sets Forecasting Optimizer apart.
AI automation
Drivers are selected and forecast automatically to arrive at the optimal algorithm.
Cloud-based
Scales to businesses of any size, across industries.
Self-reliant
Your team runs it — no dependency on external vendors.
See it in action
See Forecasting Optimizer on a category like yours.
We show the real product on real data in a 30-minute walkthrough — not a mock-up.
Data & integrations
Works with the data you already have.
Internal drivers
Sales historyPrice & promotion plansPromotion calendar
External drivers
SeasonalityMarket conditionsOther external series
Systems
SAPTallyUnicommercePower BICSV & Excel
What can it forecast?+
Demand and revenue across industries. The level of detail and forecast horizon are set during onboarding to match how your business plans.
Which variables does it use?+
A wide range of internal and external variables can be tested. The AI selects the most important ones automatically, so you don’t have to decide in advance.
How do we know the forecast is accurate?+
Models are chosen to minimize out-of-sample error — accuracy on data the model has not seen — not only to fit the past.
Does it connect to our promotion plans?+
Yes. Price and promotion plans, including the calendar from the Promotion Optimizer, can feed the forecast as drivers.
Related solutions
Built on the same modeled view.
Promotion Optimizer
Promotion planning and full calendar optimization for a higher return on every dollar of trade spend.
Learn more →Pricing Optimizer
Elasticity-based pricing decisions for revenue and profit growth — including shifts in competitor pricing.
Learn more →Gazelle AI
Ask unstructured business questions in plain language. Interpretation, insights and implications are generated automatically.
Learn more →
See it on your own data.
A 30-minute walkthrough of Gazelle on a category like yours.