Yes, dbt Core is an excellent fit for source-available analytics workflows, providing powerful transformation capabilities with full transparency.

Core capabilities:

• SQL-based transformations on data stored in warehouses like Snowflake, BigQuery, and Databricks
• Comprehensive data lineage providing visibility into data transformation processes
• Modular workflows that enable scalable analytics infrastructure management

Integration benefits:

• Seamless integration with other source-available tools like Snowplow and Apache Kafka
• Enhanced flexibility for custom data pipeline requirements
• Strong community support and extensive documentation for implementation guidance

Operational advantages:

• Git-based workflow for version control and collaboration
• Built-in testing and documentation capabilities for data quality assurance
• Ability to scale analytics workflows as organizational needs grow