In-store bake-off stations have become a key driver of sales, footfall, and store image in UK grocery retail. At the same time, many supermarkets are struggling with increasing operational complexity in their bakery areas: fluctuating demand, manual planning, staff shortages, and limited process transparency often result in empty shelves or unnecessary waste.

For this whitepaper, we analysed the deployment of AIPERIA’s Intelligent Store Assistant in selected supermarkets and compared the results with structurally similar reference stores. The findings demonstrate the commercial potential of data-driven bake planning and intelligent availability management.