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This thesis has researched how analytical tools can be used to assist in balancing supply and demand at the global telecommunications company Ericsson. The project stems from a need to manage demand uncertainty in Sales and Operations Planning in order to make scenario analysis both standardized and data-driven. Consequently, the purpose was to develop a practical scenario planning framework and t
