
Companies worldwide have invested billions into sophisticated AI to master personalization, yet a fundamental disconnect is growing between their digital efforts and the customers they aim to serve. The promise was a seamless, intuitive future where brands anticipated every need. The reality, for many consumers, is an overwhelming barrage of alerts, recommendations, and interruptions that feel more intrusive than helpful.










