Demand Forecaster
What you'll sell next month, per item and per location, is the input to your ordering, staffing, cash planning and hiring — which means last-year-plus-ten-percent doesn't just produce a bad forecast, it quietly corrupts every decision downstream of it. This turns your sales history into per-item forecasts with honest prediction intervals rather than a single confident number, detects and reports the seasonal patterns it found so you can sanity-check them against what you know
What you'll sell next month, per item and per location, is the input to your ordering, staffing, cash planning and hiring — which means last-year-plus-ten-percent doesn't just produce a bad forecast, it quietly corrupts every decision downstream of it. This turns your sales history into per-item forecasts with honest prediction intervals rather than a single confident number, detects and reports the seasonal patterns it found so you can sanity-check them against what you know about your business, and handles the lumpy, intermittent demand of spare parts and slow-moving B2B lines that standard forecasting gets badly wrong. It re-fits nightly as new sales land, alerts you when demand shifts regime rather than quietly fitting a curve to a world that changed, and — the part that matters most — tracks every forecast against what actually happened, so accuracy is a published number you can check rather than a claim you have to take on faith. When history is too short or too thin to forecast
