abc-xyz-classifier

# ABC-XYZ Classifier ## Overview The ABC-XYZ Classifier is a multi-dimensional inventory classification skill that combines value-based (ABC) and demand variability (XYZ) analysis to enable differentiated inventory policies. It automates Pareto analysis and demand pattern classification to recommend optimal stocking strategies, service levels, and review frequencies. ## Capabilities - **Pareto Analysis Automation**: Automatically classify inventory into A, B, C categories based on value contribution using Pareto principles - **Demand Pattern Classification**: Analyze demand variability to classify items as X (stable), Y (variable), or Z (erratic) - **Inventory Policy Recommendation**: Recommend appropriate inventory policies based on combined ABC-XYZ classification - **Service Level Differentiation**: Suggest differentiated service level targets based on item classification and business importance - **Review Frequency Optimization**: Determine optimal inventory review frequencies for each classification - **Stocking Strategy Suggestions**: Recommend make-to-stock, make-to-order, or hybrid strategies based on classification - **Cross-Docking Candidacy Identification**: Identify items suitable for cross-docking based on velocity and predictability ## Tools and Libraries - Statistical Analysis Libraries (pandas, numpy) - Inventory Optimization Models - Data Visualization Libraries - Classification Algorithms ## Used By Processes - ABC-XYZ Analysis - Reorder Point Calcula...