Designed MAP from the ground up as a centralized platform for merchandise planning and buying.
The system unified planning data, reduced manual entry, and introduced flexible workflows that could adapt to category-specific needs. Core structures were intentionally standardized to support adoption at scale and enable future predictive modeling.