ML model predicting when products will go out of stock based on historical patterns
When will this product go out of stock?
Trend: ➡️ Stable
Predicted Out of Stock
12 days from now
2026-03-11
Confidence: 95%
📋 Recommendation
🟡 Moderate risk: Monitor stock levels. Price may increase as stock drops.
Historical Prediction Accuracy: 100%
Using historical data and demand patterns
📊
Historical Analysis
30+ days of stock data
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Depletion Rate
Units sold per day
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Current Stock
Real-time inventory
⏰
ETA to OOS
Out of stock date
CRITICAL (≤3 days)
Product likely out of stock very soon
HIGH (≤7 days)
Stock depleting fast, buy soon
MEDIUM (≤30 days)
Monitor stock levels closely
LOW (>30 days)
Good availability expected
Know exactly when to purchase before products disappear
Get notified when stock prediction changes dramatically
Accuracy increases with more historical data. Our model typically achieves 75-85% accuracy with 30+ days of data.
We track demand surges and adjust predictions accordingly. Sudden spikes reduce prediction accuracy until new patterns emerge.
Yes! Set alerts for when stock risk reaches a certain level (critical, high, medium). We'll notify you automatically.