The incorporation of artificial intelligence (AI) in marketing has stirred up excitement, largely due to its capacity to facilitate creative personalization at scale and extract valuable insights from vast amounts of data.

Insights across target audiences and customer groups can come from a variety of sources including CRM, surveys, or purchase data. And while the insights from these sources are valuable, they come with their constraints.