CGV Design Pattern using Automated Delta Live Tables framework and Data Governance using Unity Catalog
As enterprises accelerate toward agentic AI, real-time intelligence, and enterprise-grade governance, traditional data engineering approaches fall short. This whitepaper introduces CGV (Controller Generator & View)—a transformative, metadata-driven framework that delivers Databricks pipeline automation through an automated DLT framework powered by Delta Live Tables and strengthened with Unity Catalog.
Designed for environments managing 10–50 TB of daily CDC data, multi-tenant pipelines, and strict security controls, CGV replaces manual, script-heavy engineering with dynamic automation. It auto-generates pipelines, streamlines CDC ingestion with Autoloader, enforces row- and column-level security, and ensures consistent governance across your data estate reducing development effort by over 90%.
