Source Layer Staging Layer Mart Layer CLEANSE AGGREGATE INHERIT INHERIT SRC_STRIPE_USERS STG_USERS DIM_USERS email: "User email" email: "User email" email: "User email" OVERRIDE Raw data loaded from Stripe Standardized types, renamed fields Business-level entity for BI reporting