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With hundreds of medications in the market, Pharm Ltd. needed a proper method to predict and manage their inventory. Using a mean absolute percentage analysis (MAPE), the teams defined appropriate levels for raw materials and finished products by mapping.

The teams focused their efforts on a few of the highest-value S&OP levers in order to review the current planning process, identify gaps in the planning infrastructure and analytically understand demand and supply variability.