Safety Stock Replenishment Agent
Calculates dynamic safety stock levels and generates replenishment orders based on demand variability, lead time, and service level targets.
Safety stock levels are frequently set once and rarely revisited, leaving businesses either overstocked in slow-moving SKUs (tying up working capital) or understocked in volatile, high-demand items (causing stockouts)
Replenishment triggers based on static min/max levels don't account for changing lead times from suppliers or seasonal demand swings, so planners end up manually firefighting shortages
Recalculating safety stock across thousands of SKUs by hand is impractical, so it simply doesn't happen often enough
This agent recalculates safety stock and reorder points continuously using live demand variability and supplier lead-time data, and automatically generates replenishment orders, keeping service levels on target while minimizing excess inventory
The agent runs on a scheduled cadence and reruns immediately when a supplier lead-time change or major demand shift is detected. It pulls historical demand data, current on-hand and on-order inventory, and supplier lead-time performance to recalculate safety stock and reorder points per SKU using a statistical service-level model. When inventory position falls below the calculated reorder point, it automatically generates a purchase or transfer order sized to the target service level, applying vendor minimum order quantities and pack sizing. An LLM reviews flagged anomalies (e.g., a sudden demand spike that may be a data error or a real trend) and recommends whether to trust the new signal or hold the prior safety stock level.
Recalculate Safety Stock Parameters
- Pull historical demand and variability by SKU
- Pull current supplier lead-time performance data
- Apply statistical model against target service level
- Flag SKUs with significant parameter changes
Monitor Inventory Position
- Track on-hand, on-order, and allocated inventory
- Compare inventory position to reorder point continuously
- Identify SKUs approaching or below threshold
- Prioritize by stockout risk and revenue impact
Generate Replenishment Orders
- Calculate order quantity to target service level
- Apply vendor MOQ and pack size constraints
- Generate purchase/transfer order for approval or auto-release
- Route high-value orders for planner review
Monitor Service Level and Adjust
- Track actual stockout occurrences against target service level
- Calculate inventory carrying cost versus service level achieved
- Recommend safety stock adjustments where consistently off-target
- Publish inventory health scorecard by category