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Inventory AI: Predictive Stock Management

The Inventory AI module is the neural center of the AWRA warehouse. It replaces static "Min/Max" levels with dynamic, time-series forecasting to ensure your capital isn't tied up in dead stock while preventing costly stockouts.

Predictive Demand Forecasting

Inventory insights look at recent movement patterns, seasonality, and current stock position to help teams spot possible stockouts or overstock before they become urgent.

  • Velocity Scoring: Every item is assigned a velocity score. "High Velocity" items trigger more frequent reorder calculations.
  • Stockout Probability: The system calculates the exact date an item will hit zero based on its current decay rate.

Safety Stock Optimization

Static safety stocks are often too high or too low. AWRA calculates safety stock using the Standard Deviation of Lead Time. If a vendor is consistently 2 days late, the AI automatically pads the safety stock for that specific item-vendor pairing.

Science Note: The AI runs a re-calculation every 24 hours at midnight, ensuring your dashboard reflects the most recent consumption patterns as you start your workday.

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