What are some other business intelligence tools like DBT?

DBT (data build tool) is an open-source command-line tool primarily focused on data transformation, specifically the "T" in ELT (Extract, Load, Transform) processes. It allows data professionals to transform data directly within their data warehouses using SQL, incorporating software engineering best practices like version control, testing, and documentation. Here are some business intelligence and data transformation tools that offer similar functionalities or serve as alternatives to DBT: **SQL-based Transformation Tools:** * **SQLMesh (Fivetran):** This tool, recently acquired by Fivetran, is a SQL-based transformation and orchestration engine that aims to be a more scalable and predictable alternative to DBT. It offers a declarative approach to building and managing SQL models with built-in dependency tracking, testing, and environment management. * **Google Cloud Dataform:** A native SQL transformation tool integrated with Google BigQuery, Dataform is similar to DBT, enabling modular SQL-based transformation pipelines and managing dependencies within a web interface. **Cloud-Native ETL/ELT and Transformation Platforms:** * **Matillion:** A cloud-native ETL/ELT platform with a visual, low-code interface for building data pipelines and performing transformations within cloud data warehouses. It also offers a native DBT Core component. * **Coalesce:** Described as a cloud-native transformation, catalog, and governance platform, Coalesce provides a visual and modular development environment supporting both code-first SQL and GUI-driven workflows. * **Azure Data Factory:** Microsoft's cloud-based data integration service offers extensive capabilities for data movement and transformation across various environments, supporting diverse data sources. * **AWS Glue:** This is a serverless data integration service from Amazon Web Services that provides managed ETL/ELT functionality within the AWS cloud ecosystem. * **Talend:** An enterprise-grade data integration platform that provides hybrid ETL tools with visual design and data governance features, capable of transforming data across cloud, on-premise, and hybrid environments. * **Informatica:** An enterprise data integration platform with comprehensive ETL capabilities, numerous connectors, data quality tooling, and advanced security features. **Data Orchestration and Workflow Management:** * **Apache Airflow:** An open-source platform to programmatically author, schedule, and monitor workflows. While not a transformation engine itself, it's widely used to orchestrate and manage DBT jobs or custom ETL pipelines. * **Dagster and Prefect:** These are orchestration frameworks that can include Python or SQL transformation steps as part of broader data workflows. **Self-Service Analytics and Data Prep Tools:** * **Alteryx:** This platform offers self-service analytics for business users, providing an approachable option for data preparation and transformation, though it is less cloud-native for large-scale operations.

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It allows data professionals to transform data directly within their data warehouses using SQL, incorporating software engineering best practices like version control, testing, and documentation.\n\nHere are some business intelligence and data transformation tools that offer similar functionalities or serve as alternatives to DBT:\n\n**SQL-based Transformation Tools:**\n* **SQLMesh (Fivetran):** This tool, recently acquired by Fivetran, is a SQL-based transformation and orchestration engine that aims to be a more scalable and predictable alternative to DBT. It offers a declarative approach to building and managing SQL models with built-in dependency tracking, testing, and environment management.\n* **Google Cloud Dataform:** A native SQL transformation tool integrated with Google BigQuery, Dataform is similar to DBT, enabling modular SQL-based transformation pipelines and managing dependencies within a web interface.\n\n**Cloud-Native ETL/ELT and Transformation Platforms:**\n* **Matillion:** A cloud-native ETL/ELT platform with a visual, low-code interface for building data pipelines and performing transformations within cloud data warehouses. It also offers a native DBT Core component.\n* **Coalesce:** Described as a cloud-native transformation, catalog, and governance platform, Coalesce provides a visual and modular development environment supporting both code-first SQL and GUI-driven workflows.\n* **Azure Data Factory:** Microsoft\u0027s cloud-based data integration service offers extensive capabilities for data movement and transformation across various environments, supporting diverse data sources.\n* **AWS Glue:** This is a serverless data integration service from Amazon Web Services that provides managed ETL/ELT functionality within the AWS cloud ecosystem.\n* **Talend:** An enterprise-grade data integration platform that provides hybrid ETL tools with visual design and data governance features, capable of transforming data across cloud, on-premise, and hybrid environments.\n* **Informatica:** An enterprise data integration platform with comprehensive ETL capabilities, numerous connectors, data quality tooling, and advanced security features.\n\n**Data Orchestration and Workflow Management:**\n* **Apache Airflow:** An open-source platform to programmatically author, schedule, and monitor workflows. 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