Retail Demand Forecasting That Goes All the Way to the Shelf
Inventory decisions made at the category or department level hide the signals that matter. A department can look healthy while individual SKUs stockout or accumulate dead stock. By the time aggregated metrics show the problem, margin is already lost.
TSF forecasts expected weekly demand from historical patterns at every level of the product hierarchy: store, department, category, and individual SKU. When actuals break above the forecast upper band, that's a stockout risk signal. When they break below, that's overstock. Both are flagged the moment they happen, not after the quarter closes.
This dashboard demonstrates TSF applied to the M5 Walmart forecasting dataset. Every report, from state-level summaries down to individual SKU performance at Store CA_1, is available as a downloadable PDF ready to drop into a planning meeting without additional preparation. The data is current, the hierarchy is complete, and the analysis is already done.
See What TSF Demand Can Do For Your Business
Every TSF Demand engagement starts with a free consultation. We review your data environment, walk through your planning needs, and give you a clear picture of what the service would look like for your business. You decide what happens next.