The store network consists of different formulas: Delhaize, Proxy, Shop&Go and louis delhaize. At distribution center level, weekly forecast accuracy now reaches 80 85% for dry and frozen categories and 85 90% in fresh, excluding promotional periods. For affiliated stores, forecast accuracy has improved by approximately five percentage points on average and up to 10 percentage points for highly seasonal locations. Backed by SymphonyAI's Managed Services team, Delhaize continues to improve forecast accuracy by 1.5 2 percentage points each year. To learn more about SymphonyAI's retail AI platform for grocery and CPG, visit symphonyai.com/retail.