inventory-demand-planning

What problem does it solve?

This Skill addresses the complex challenge of managing inventory effectively by providing codified expertise for demand forecasting, safety stock optimization, and replenishment planning, crucial for multi-location retailers.

Core Features & Use Cases

• Demand Forecasting: Utilizes various methods (moving averages, exponential smoothing, seasonal decomposition, causal models) based on demand patterns.
• Safety Stock Optimization: Calculates optimal safety stock levels considering demand variability, lead time, and service level targets.
• Replenishment Planning: Guides reorder logic (Min/Max, ROP/EOQ, Periodic Review) and promotional planning, including lift estimation and post-promo dip management.
• ABC/XYZ Classification: Provides a framework for segmenting SKUs based on value and predictability.
• Use Case: A retailer needs to plan inventory for a seasonal product launch. This Skill can help forecast demand, set appropriate safety stock, and determine the optimal initial buy quantity, considering promotional impacts and potential lead time changes.

Quick Start

Use the inventory-demand-planning skill to forecast demand for SKU 12345 and set its safety stock level.