Demand Forecasting

Aggregate forecasts at Nationwide (NW) and DC level. Realized accuracy on the aggregate, not on individual outlets — the right view for sales-and-ops planning.

Level

DC

DC Mekong — Can Tho

1 outlets · 10 SKUs

Aggregate forecast

32.2k cases

Aggregate actual

20.1k cases

Realized accuracy (1 − WAPE)

98.7%

Aggregation cancels out idiosyncratic SKU × outlet noise — typically much higher than per-pair WAPE.

Forecast vs Actual — DC Mekong — Can Tho

Weekly detail

WeekForecastActualErrorAPE
2026-02-22T00:00:00Z1,514.41,510.73.80.2%
2026-03-01T00:00:00Z1,559.51,535.324.21.6%
2026-03-08T00:00:00Z1,602.91,632.2-29.31.8%
2026-03-15T00:00:00Z1,642.71,679.7-372.2%
2026-03-22T00:00:00Z1,677.41,676.31.10.1%
2026-03-29T00:00:00Z1,705.61,746.2-40.62.3%
2026-04-05T00:00:00Z1,726.21,775.5-49.42.8%
2026-04-12T00:00:00Z1,738.31,725.712.60.7%
2026-04-19T00:00:00Z1,741.51,700.840.72.4%
2026-04-26T00:00:00Z1,735.61,729.26.50.4%
2026-05-03T00:00:00Z1,7211,734.7-13.70.8%
2026-05-10T00:00:00Z1,698.11,703.2-5.10.3%
2026-05-17T00:00:00Z1,667.9
2026-05-24T00:00:00Z1,631.5
2026-05-31T00:00:00Z1,590.5
2026-06-07T00:00:00Z1,546.5
2026-06-14T00:00:00Z1,501.2
2026-06-21T00:00:00Z1,456.4
2026-06-28T00:00:00Z1,413.9
2026-07-05T00:00:00Z1,375.4