
Context: The Stakes Behind the Stack Choice Budgets are shifting, privacy rules are tightening, and customer patience for irrelevant messages is vanishing, which makes the choice between a warehouse-native customer data platform and a standalone CDP less about tooling and more about control, latency, and who sets the pace for personalization. Both promise a unified profile and multichannel activation, but










