Forecast Accuracy

92%

Expected Growth

15%

Service Level

95%

Demand Patterns

3

Demand Forecast
Regional Analysis
Region Current Demand Forecast Growth Confidence
North 1,200 1,450 +20.8% 95%
South 980 1,100 +12.2% 92%
East 850 920 +8.2% 88%
Seasonal Patterns
Customer Satisfaction

4.8

Average Rating
Based on delivery performance
Stock Recommendations
Increase Stock
High Confidence

Product A in North Region

Based on 15% growth forecast
Optimize Stock
Medium Confidence

Product B in South Region

Based on seasonal pattern
Monitor Stock
Observation

Product C in East Region

Unusual demand pattern detected