This technical white paper is aimed at data engineers responsible for building and maintaining modern analytics environments. It explains Incorta’s internal data workflow, table types, join behavior, and transformation options. The paper emphasizes how Incorta reduces traditional ETL while still supporting necessary transformations through materialized views and SQL. It provides best practices for organizing schemas, managing joins, optimizing performance, and supporting self-service analytics. The document highlights the evolving role of data engineers, showing how Incorta enables them to deliver faster, more accurate insights with less operational overhead.

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