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Retail Inventory & Demand Planning

JoChanheebyJoChanhee
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4
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Eコマースソリューション

Optimizes retail inventory and demand forecasting using professional planning methodologies and multi-location logistics strategies.

This skill equips Claude with the specialized expertise of a senior demand planner with over 15 years of experience in multi-location retail. It provides a comprehensive framework for SKU-level forecasting, safety stock optimization, and promotional lift estimation. By integrating advanced methodologies such as ABC/XYZ analysis, Holt-Winters exponential smoothing, and seasonal transition management, the skill helps businesses minimize stockouts and reduce excess inventory. It is particularly useful for demand planners, supply chain analysts, and retail managers working with hundreds of SKUs across diverse categories like groceries, general merchandise, and seasonal goods.

主な機能

01Advanced forecasting models including Holt-Winters, STL decomposition, and causal regression.
02Strategic ABC/XYZ classification for prioritized inventory management and service level targets.
03Inventory lifecycle management including new product analogies and markdown timing logic.
04Dynamic safety stock calculations factoring in demand volatility and lead time fluctuations.
05Promotion planning frameworks covering lift estimation, cannibalization, and post-promo dips.
064 GitHub stars

ユースケース

01Generating demand forecasts for seasonal promotions and new product launches across multiple store locations.
02Developing liquidation and markdown strategies for slow-moving inventory based on sell-through velocity.
03Recalculating safety stock levels in response to global supply chain disruptions or changing supplier lead times.