Hi @Kaniz, Seems like DLT dotn talk to unity catolog currently. So , we are thinking either develop while warehouse at DLT or catalog. But I guess DLT dont have data lineage option and catolog dont have change data feed ( cdc - change data capture ) . As we are leveraging kakfa for cdc . I guess for our environment it is better to develop data ware house ( bronze, silver, gold ) layers at Unity catalog as we can leverage data lineage and other data governance capabilities.