Beyond the Monolithic CDP

The traditional CDP bundles data storage, processing, and activation into a single monolithic platform. The composable CDP flips this model: your existing data warehouse becomes the data plane while the CDP provides orchestration, identity resolution, and activation as a control plane. This article explores why this architecture is gaining traction.

Key Topics Covered

  • Why monolithic CDPs create data silos and duplicate storage costs.
  • The composable architecture — separating the data plane (warehouse) from the control plane (CDP).
  • Warehouse-native identity resolution and segmentation that pushes computation to your data infrastructure.
  • How composable CDPs fit into the modern data stack alongside dbt, Snowflake, BigQuery, and Databricks.
  • Real-world trade-offs and when a composable approach makes sense vs. a traditional CDP.