Engineering-Led CDP Operations

org-dim.operational-profile.engineering-led-cdp ↗

An organization where data engineering or IT owns and operates the CDP activation layer — defining audiences in SQL or dbt, configuring activation via reverse-ETL jobs, and managing segment pipelines programmatically. Marketing consumes prebuilt segments and reports rather than directly configuring the activation layer. This operational profile is the primary selection signal for SQL-first composable CDPs (Hightouch, Fivetran Activations) and data-engineering-accessible packaged CDPs (Segment, mParticle, Adobe Experience Platform) over marketer-self-service tools.