Inventory & Demand Planning Expert

•
3
•

Optimizes retail inventory through advanced demand forecasting, safety stock calculations, and strategic replenishment planning.

This skill equips Claude with the specialized knowledge of a senior demand planner, enabling it to manage complex inventory lifecycles for multi-location retailers. It provides actionable guidance on selecting forecasting models—ranging from Holt-Winters to machine learning approaches—calculating precise safety stock levels based on lead time variability, and executing data-driven promotional lift estimations. It is particularly useful for building or optimizing supply chain systems that need to balance high service levels with minimal excess stock, ensuring commercial intent is translated into executable replenishment logic.

주요 기능

01Precision safety stock and reorder point (EOQ/Min-Max) logic
02Promotional lift estimation and cannibalization modeling
03Seasonal transition and markdown optimization strategies
04ABC/XYZ inventory segmentation and policy management
05Advanced demand forecasting (Moving Averages, Exponential Smoothing, ML)
063 GitHub stars

사용 사례

01Developing automated replenishment algorithms for retail ERP systems
02Analyzing supply chain KPIs like WMAPE, bias, and tracking signals
03Forecasting demand for new product launches using analogous item profiling