Luma Retail Group — −42% markdown waste

Inventory forecasting was spreadsheet-driven and bled margin on overstocked seasonal lines every quarter. Built a demand-prediction model integrated with existing ERP; markdown waste fell 42% in two seasons. The full case study — including the methodology, decision points and numbers behind the headline — is being prepared and will publish here soon.