●        
Define the target-state architecture covering data ingestion,
raw/archive storage, BigQuery-curated layers, semantic layer, BI consumption,
AI/ML services, governance plane, and operational controls.

●        
Drive solution design for medallion architecture, data products,
domain-aligned ownership, enterprise bus matrix, conformed dimensions,
certified facts, semantic assets, and graph/ontology support.