The goal is to segment users into a small number of actionable groups based on behavioral patterns to support targeted marketing campaigns. The workflow must analyze event behavior, user attributes, and account age to generate clear segment labels, defining characteristics, messaging themes, and estimated segment sizes. The segmentation must emphasize behavioral signals and avoid creating overly small clusters.