AI Models Active
Live Predictions94.5% Accuracy
Sales Forecasts & Insights
Medicine SKU: MED-001 • Model: Prophet (Additive)
Real Business Impact from Accurate Forecasting
Based on multi-model AI selection achieving 95.8% accuracy (vs. 82% single-model baseline)
Buffer Stock Reduction
22-35%
With 95.8% accuracy, you can safely reduce safety stock from 30% to 20-24% of average demand
Holding Cost Savings
$2,400
Annual savings per SKU (assuming 25% holding cost on $800 avg inventory reduction)
Stockout Prevention
68-85%
Reduction in stockout incidents, improving customer service and preventing lost sales
Expiry Waste Reduction
40-55%
Decrease in overstock expiry losses through precise demand matching
💰 Combined Annual Savings: $3,200 - $4,800 per SKU
By training multiple models and selecting the best performer (95.8% vs 82% accuracy), you achieve:
- 13.8 percentage point accuracy improvement = better demand prediction
- 30% reduction in prediction error = less buffer stock needed
- 3-4x ROI in first year for pharmacies managing 20+ SKUs
Model Auto-Update Active
Your forecasting model automatically retrains as new sales data is recorded. Last update: 2 hours ago
Inventory Order Recommendation
Based on current inventory and predicted demand over the next 4 weeks
Enter your current stock quantity
Predicted Demand (Next 4 Weeks)
660 units
Average: 165 units/week
Recommended Order Quantity
460 units
Order now to maintain optimal stock
Sales Forecast Chart
Historical data vs AI-predicted future sales with confidence ranges
Average Prediction
165 units
Next 4 weeks
Model Accuracy
94.5%
Based on historical validation
Trend Direction
+12%
Upward trend detected