inventory-demand-planning - Plan Retail Demand and Replenishment
Select forecasting methods, segment SKUs, optimize safety stock and reorder points, estimate promotional effects, and plan replenishment for multi-location retailers.
Tags
Updated: 2026-10-19Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Collect demand signals
- Cleanse demand outliers
- Segment SKUs by ABC/XYZ
- Select forecasting methods
- Apply promotional effects
- Calculate safety stock
- Optimize reorder points
- Generate suggested purchase orders
- Monitor forecast accuracy
- Plan seasonal transitions
Inputs
- POS sell-through data
- Order data
- Shipment data
- SKU demand history
- Lead-time data
- Service-level targets
- Promotional plans
- External causal factors
- Inventory position data
- Supplier MOQ constraints
- Analog SKU profiles
Outputs
- Demand forecasts
- ABC/XYZ segments
- Safety stock recommendations
- Reorder-point recommendations
- Suggested purchase orders
- Forecast accuracy reports
- Stockout risk assessments
- Seasonal transition plans
- Markdown timing plans
Requirements
- Demand planning suite
- ERP system
- Warehouse management system
- Store-level POS feeds
- Vendor portals