Inventory & Demand Planning
Optimizes retail inventory through expert demand forecasting, safety stock calculation, and strategic replenishment planning.
This skill transforms Claude into a senior demand planner specialized in multi-location retail operations, managing hundreds of SKUs across diverse categories. It provides codified expertise in advanced forecasting methods like Holt-Winters and STL decomposition, ABC/XYZ classification, and sophisticated safety stock optimization. By bridging merchandising, supply chain, and finance, this skill helps users minimize stockouts and excess inventory while accounting for promotional lifts, lead time variability, and seasonal transitions, making it an essential tool for scaling retail operations.
주요 기능
01Promotional lift estimation and cannibalization impact analysis.
02Seasonal transition management and inventory lifecycle planning.
03Advanced demand forecasting using statistical methods and causal models.
04SKU classification using ABC (Value) and XYZ (Predictability) matrices.
0512 GitHub stars
06Automated safety stock and reorder point (ROP/EOQ) optimization.
사용 사례
01Calculating safety stock levels for vendors with highly variable lead times.
02Developing a 52-week demand forecast for seasonal retail product lines.
03Planning buy quantities and logistics for multi-week price promotions.