The Fivetran Wizard for dbt Core™ and Google Cloud BigQuery are tools designed to enhance data transformation processes within modern data stacks, addressing the challenge many companies face in transforming raw data into actionable insights. Fivetran facilitates automated and reliable data ingestion using change data capture technology, seamlessly moving data to cloud destinations. BigQuery, a fully managed enterprise data warehouse, offers advanced data management and analytics capabilities, making it ideal for processing complex data transformations. dbt empowers data teams to perform scalable data modeling using SQL, incorporating engineering best practices such as reusable macros, version control, and auto-documentation. To further streamline modeling, Fivetran’s Wizard for dbt Core™ extension for Visual Studio Code provides functionalities like auto-completion, error highlighting, SQL to ref conversion, and easy installation of dbt packages, making it easier for analysts to write efficient models and reduce the time spent on basic model foundations. Together, these technologies enable organizations to focus more on data-driven decision-making and less on the intricacies of data pipeline management.