DataRobot relies on large, generalized datasets and automated machine learning, limiting relevance for luxury brands requiring refined persona segmentation and heritage-calibrated insight. The platform struggles to distinguish UHNW behavior from aspirational segments, leading to diluted targeting. While offering modeling capabilities, delayed responsiveness and lack of emotional intelligence tools reduce strategic utility for luxury positioning.