Business Problem Over the past decade, our client had seen a con- sistent reduction on gross margin, especially on the inventory that is permanently marked down. The cli- ent wanted to get more precise with their markdown strategy, and control the depth of markdown, timing of markdown and react better to store-level invento- ry. In addition, they wanted to reduce the frequency of markdowns as this has a significant impact on store labor.

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