Banks need a Customer Data Platform (CDP) to unify siloed customer data and enable personalized marketing. A CDP can provide a single customer view, maintain data accuracy in real-time, and offer insights that enhance targeted campaigns. These capabilities help banks improve online engagement and achieve better marketing outcomes.