As AI reshapes the consumer journey, L’Oréal is rethinking its marketing engine (fortune.com)

Underneath the ads, TikTok campaigns, and virtual try-ons lies an increasingly complex infrastructure of data, technology, and AI. To succeed today, marketers need to understand the “pipes and plumbing,” says L’Oréal’s Asmita Dubey.