Forecasts wired into decisions: demand, churn, maintenance, cash. Half the work is the model; the other half is the interface where a planner can see, trust, and override it.
- Feature pipelines on your operational data
- Baseline-first modeling: beat the naive forecast before anything fancy
- Decision integration: predictions land in the tools where choices happen
- Backtesting and ongoing accuracy reporting leadership can read