https://community.databricks.com/t5/mvp-articles/azure-data-factory-and-databricks-lakeflow-an-architectural/m-p/146847#M60 <P>This article examines how modern data platforms are shifting toward execution-native orchestration. Using Databricks Lakeflow as a reference architecture, it highlights how unifying ingestion, transformation, orchestration, and governance within the execution environment can reduce operational friction, improve cost efficiency, and better support continuous analytics and AI workloads.</P><P><A href="https://rajanieshkaushikk.com/2026/02/03/adf-and-databricks-lakeflow/" target="_blank">https://rajanieshkaushikk.com/2026/02/03/adf-and-databricks-lakeflow/</A></P> Wed, 04 Feb 2026 19:22:33 GMT rkaushikk 2026-02-04T19:22:33Z https://community.databricks.com/t5/mvp-articles/azure-data-factory-and-databricks-lakeflow-an-architectural/m-p/146847#M60 <P>This article examines how modern data platforms are shifting toward execution-native orchestration. Using Databricks Lakeflow as a reference architecture, it highlights how unifying ingestion, transformation, orchestration, and governance within the execution environment can reduce operational friction, improve cost efficiency, and better support continuous analytics and AI workloads.</P><P><A href="https://rajanieshkaushikk.com/2026/02/03/adf-and-databricks-lakeflow/" target="_blank">https://rajanieshkaushikk.com/2026/02/03/adf-and-databricks-lakeflow/</A></P> Wed, 04 Feb 2026 19:22:33 GMT https://community.databricks.com/t5/mvp-articles/azure-data-factory-and-databricks-lakeflow-an-architectural/m-p/146847#M60 rkaushikk 2026-02-04T19:22:33Z