The problem CDPs promise to end, and the argument about how
Customer data fragments across web, app, CRM, service and commerce systems, and marketing teams want segments, journeys and suppression lists without filing an engineering ticket for each one. Two philosophies now compete to solve this. The packaged CDP ingests events into its own store, resolves identities and ships connectors out of the box. The warehouse-native, or composable, approach keeps customer data in the cloud warehouse you already govern and adds modelling and activation on top. Packaged buys speed if you lack data engineering; composable avoids a second copy of customer data and a second governance regime, but assumes a warehouse and a standing data team that many marketing departments do not yet have behind them.