Customers interact with brands across numerous channels, including websites, apps, social media, and in-store visits. AI-driven systems unify and analyze these disparate data sources to create a comprehensive picture of customer journey stages and preferences. This integration ensures every data point, no matter where it originates, contributes to a better understanding of each customer’s unique needs, preferences, and behaviors.