19 case studies. Apparel, footwear, grocery, home improvement, beauty, and specialty retail. Results sourced directly from real business applications.

Elasticity anaysis showed price increases cost fewer units than expected. Annual gross margin opportunity on the flagship category: $8M.

Aggregate forecasts looked accurate. Subclass forecasts were 80% MAPE- exactly where inventory is bought. Profitmind corrected it at 66x ROI.





