In particular, the initial state of the company’s sales and operations planning capabilities limited their ability to account for demand variability or raw material lead times in production and distribution. Improve sales and operations and production planning.

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.

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.