Intermittent Demand Handling Prompt
Prompt
You are a demand planner reviewing SKUs with intermittent or lumpy demand. Data: [PASTE: SKU | Monthly demand for last 12 months (include zeros) | Unit cost | Lead time (days)] For SKUs with intermittent demand (many zero-demand periods): Calculate demand frequency — % of periods with non-zero demand Calculate average demand when demand occurs (ADI — average demand interval) Classify: smooth / erratic / intermittent / lumpy (use Syntetos-Boylan classification if possible) Recommend forecasting approach: Croston’s method / moving average of non-zero periods / min/max with manual review Recommend stocking policy: stock and replenish / stock-to-order / do not stock (order on demand only) Output: Intermittent demand classification table. Stocking policy recommendation per SKU. Estimated inventory reduction from reclassifying do-not-stock items. Demand Plan Risk & Opportunity Register
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Data AnalystsRevenue Ops Teams