Fewer stockouts at peak season

This is a sample case study. Replace it with your own story and real numbers.

The situation

Every festive season, the best-selling products ran out in the second week while slow products piled up in the warehouse.

What I did

I ran a series of short workshops where account managers shared what their biggest customers were planning: promotions, new store openings, shelf resets. We turned that into a demand adjustment on top of the statistical forecast and moved stock between warehouses three weeks earlier than usual.

Results

Stockouts on the top fifty products fell by thirty percent, and the sales team started asking to join planning meetings instead of avoiding them.