Challenges and opportunities in AI for legacy brands. What does it mean for businesses forming a strategy for 2026? Author: Veena Giridhar Gopal AI has the potential to reshape how the consumer goods sector operates, especially legacy brands. Legacy brands hold decades of product records, sales data, trade terms, creative assets, retailer submissions, production schedules, production data and supply data. Much of this is untagged, inconsistent or duplicated.