AI
Decision Intelligence
Forecasts and decisions you can actually plan against.
The Problem
Spreadsheet and legacy statistical forecasts run at high error, can't absorb external signals, and update too slowly to act on — driving overstock, stockouts, and bad calls.
Even good models fail to land when predictions never make it into the operational systems where decisions actually happen.
What it does
Ensemble forecasting
Gradient-boosted and deep sequence models blended per segment for accuracy that beats single-model baselines.
External signal fusion
Weather, promotions, events, and macro signals folded into a feature store that updates fast.
Operationalized
Predictions delivered into planning, merchandising, and ops systems — not just a notebook.
Automated retraining
Models retrain and monitor for drift, staying accurate as conditions change.
How it works
We build a feature store from your data plus external signals and establish honest baselines.
Ensemble models are trained, backtested, and validated against those baselines.
Forecasts flow into your operational systems with monitoring and automated retraining.
Tech stack
Capabilities and typical outcome ranges reflect our delivery patterns and published industry benchmarks; actual results depend on your data and environment.