Using Snowplow's event pipeline and trackers, you can implement this capability with granular, first‑party data and real‑time processing.

Warehouse-native analytics tools like Kubit or Mitzu integrate into a composable CDP by utilizing data stored in a data warehouse, such as Snowflake. These tools provide advanced analytics and visualization capabilities that can be used to generate insights from the customer data collected by the composable CDP.

These tools can directly query the data stored in the data warehouse, ensuring that business teams have access to up-to-date, clean, and enriched customer data for segmentation, reporting, and decision-making.