Forecast Management
🤖 AI Forecast Recommendations
Demand Spike Alert
AI predicts 45% increase in Electronics demand for Black Friday period. Recommend increasing safety stock by 30%.
Seasonal Pattern Detected
Machine learning identified new seasonal pattern in Health category. Update forecast models for 15% better accuracy.
Cross-Category Correlation
AI discovered correlation between Furniture and Electronics sales. Combined forecasting can improve accuracy by 8%.
Overall Accuracy
96.8%
+3.2% improvement
Active Forecasts
8,245
+425 new forecasts
AI Confidence
92.5%
High confidence
Pending Reviews
127
Needs attention
AI Forecast Visualization
Active Forecasts
| SKU | Product Name | Category | Forecast Period | Predicted Demand | AI Confidence | Model Used | Status | Actions |
|---|---|---|---|---|---|---|---|---|
| SKU-001 | Wireless Headphones Pro | Electronics | Next 30 days | 3,200 units | 98.5% | LSTM + XGBoost | Active | |
| SKU-042 | Smart Watch Series X | Electronics | Next 30 days | 2,100 units | 96.2% | Prophet | Active | |
| SKU-123 | Premium Coffee Maker | Appliances | Next 60 days | 1,850 units | 88.7% | ARIMA | Under Review | |
| SKU-234 | Ergonomic Office Chair | Furniture | Next 90 days | 1,200 units | 72.3% | XGBoost | Low Confidence | |
| SKU-345 | Protein Powder Vanilla | Health | Next 30 days | 1,450 units | 94.8% | Ensemble | Active |