DBT Automation Agent is an AI-powered assistant that automates the conversion of raw SQL queries from cloud data warehouses into structured, reusable DBT (Data Build Tool) components. It intelligently parses SQL logic and classifies it into models, macros, seeds, and snapshots, accelerating DBT adoption, reducing manual effort, and ensuring scalable data transformation workflows.