Demand Forecasting
Danube Supermarket · 12-week horizon · 3 categories
Forecast vs actual
Last 8 weeks actual · 4 weeks predicted
Forecast accuracy
Last 30 days, model vs actual
94.2%
+2.1 pts
Target ≥ 90%
Seasonal events
Upcoming impact windows
Ramadan 1447
Starts in 23 days
+38% beverages, +52% dates
Saudi National Day
In 3 months
+22% bakery & dairy
Eid Al Fitr
In 2 months
+45% meat & sweets
Top 5 SKUs by forecasted demand change
Next 30 days
| Product | Current stock | 30-day forecast | Trend |
|---|---|---|---|
Almarai Full Cream Milk 1L DNB-DRY-1001 | 1,840 | 2,171 | +18% |
Nadec Laban 1L DNB-DRY-1002 | 220 | 189 | -14% |
Lusine Brown Bread DNB-BAK-2010 | 90 | 106 | +18% |
Croissant Butter 4-pack DNB-BAK-2014 | 410 | 353 | -14% |
Berain Water 1.5L (12-pack) DNB-BEV-3001 | 2,640 | 3,115 | +18% |