Gadiel Analytics · Hierarchical Demand Forecasting

28-day coherent demand forecast

A production-style demand-planning system that forecasts retail demand across the hierarchy, reconciles the totals, validates coherence, and translates forecast error into financial impact.

Synthetic M5-like data Bottom-up reconciliation RMSSE + financial translation GitHub Pages dashboard
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Total daily forecast

Forecast horizon: next 28 days. The published values are the reconciled grand-total forecast.

System checks

Coherence guarantee: state totals and category totals reconcile back to the grand total before publication.

Forecast by state

Forecast by category

Daily forecast table

Date Forecast units