Inventory Demand Planning
Optimizes retail inventory through expert demand forecasting, safety stock calculations, and strategic replenishment planning.
This skill equips Claude with the expertise of a senior demand planner for multi-location retailers, managing complex assortments across various categories. It provides deep domain knowledge in statistical forecasting methods, inventory positioning, and supply chain logistics. By applying advanced logic for promotional lifts, cannibalization, and lead time variability, the skill helps users translate commercial intent into executable purchase orders while balancing the delicate trade-off between stockout risks and excess inventory costs.
Características Principales
01Advanced demand forecasting using statistical models (Exponential Smoothing, STL) and ML approaches.
02Dynamic safety stock calculations accounting for lead time and demand variability.
03Promotional planning logic including lift estimation and post-promo dip management.
04151 GitHub stars
05Strategic SKU classification using ABC/XYZ matrix analysis for prioritized management.
06Sophisticated reorder logic incorporating EOQ, MOQ, and periodic review cycles.
Casos de Uso
01Generating or reviewing demand forecasts for existing or new SKU launches.
02Evaluating forecast accuracy metrics like WMAPE and Bias to refine planning models.
03Adjusting replenishment strategies in response to supply chain disruptions or lead time changes.