Responsibilities Data Modelling Standards: Establish the enterprise Data Vault, defining star schema patterns, Snowflake object hierarchies, and modelling conventions to serve as the group-wide standard for all data products. Cross-Cloud Orchestration: Design and implement secure, high-throughput data pipelines