High-Level Architecture

The following diagram summarises the end-to-end data flow:

Layer DAG / Process Description
Source Systems cust_src_ldz_master_dagcamp_src_ldz_master_dag Bespoke ETL from HCL Unica Campaign / Customer
RAW LDZ cust_src_ldz_master_dag History-preserving raw copies with load timestamps
ANP cust_ldz_anp_master_dag Anonymisation / Normalisation intermediate layer
RDV / BDV cust_anp_rdv_bdv_master_dag Raw Data Vault (Hub, Link, Satellite) + Business Data Vault
Bridge & 360 cdm_bridge_aggregate_360_dag360_master_dag Customer 360 core tables and views
ML Enrichment cdm_ml_master_dag ML feature generation and enrichment
Publish cdm_publish_db Dimensional views for downstream consumption