Inventory Demand Planning
Optimizes retail inventory through expert demand forecasting, safety stock calculation, and strategic replenishment planning.
This skill provides deep domain expertise for managing retail inventory across multi-location environments, acting as a senior demand planner for 40–200 stores. It enables Claude to implement sophisticated forecasting methods like Triple Exponential Smoothing and STL decomposition, calculate safety stock using lead time variability, and model complex promotional lifts. It is essential for developers and supply chain analysts who need to translate commercial intent into executable purchase orders while balancing service level targets against inventory investment budgets and GMROI.
주요 기능
01Safety stock optimization based on service level targets and lead time variability
02Promotional lift estimation and cannibalization modeling
03Advanced demand forecasting using statistical methods and ML models
04Replenishment logic including MOQ/EOQ rounding and periodic review
05Automated ABC/XYZ classification for inventory prioritization
0612 GitHub stars
사용 사례
01Generating purchase orders for seasonal transitions and new product launches
02Recalculating safety stock levels in response to global lead time disruptions
03Evaluating forecast accuracy using WMAPE and bias metrics to adjust models