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SDF

SDF AI in dbt: advanced SQL comprehension, column-level lineage, and faster, cost-efficient analytics workflows.

SQL Updated 7 minutes ago
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SDF

SDF's Top Features

Advanced SQL comprehension across multiple levels of precision
Deep, dbt-native integration that enhances the developer experience
Acceleration of the analytics development lifecycle (ADLC)
True column-level lineage for precise traceability
Faster, more cost-efficient dbt engine powered by SDF
Support for rich metadata to strengthen governance and auditing
Scales to complex data environments while balancing agility and quality
Resources including webinars, whitepapers, and ebooks
Community engagement via the dbt Community for peer support and growth
Improved developer efficiency and workflow reliability in analytics engineering

Frequently asked questions about SDF

SDF AI is an advanced SQL comprehension technology that has been acquired by and integrated into dbt Labs to enhance dbt’s developer experience and analytics workflows.

By understanding SQL with high precision, SDF AI automates and enriches metadata, speeds up analysis, and reduces manual work across the analytics development lifecycle (ADLC).

Column-level lineage traces how each column is created and transformed. SDF’s SQL comprehension powers true column-level lineage in dbt for better traceability and governance.

SDF AI is designed to be integrated into dbt to enhance, not replace, existing workflows—providing richer metadata, faster performance, and improved insights.

SDF technology helps power a faster and more cost-efficient dbt engine, reducing run times and compute overhead for analytics development.

Analytics engineers, data platform teams, BI developers, and data governance leaders working in complex or large-scale environments benefit from SDF’s precision and metadata depth.

With detailed SQL understanding and column-level lineage, teams gain better data traceability, auditability, and confidence in downstream reporting and models.

Yes. SDF is built to handle data complexity at scale, enabling teams to balance agility and quality while keeping workflows manageable.

dbt Labs and SDF provide webinars, whitepapers, and ebooks, and you can engage with peers via the dbt Community for guidance and support.

Specific pricing or packaging details are not provided here; refer to dbt Labs communications and product documentation for the latest information.

SDF's pricing

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$0/custom

  • Quote-based pricing tailored to organizational needs and usage
  • No publicly listed tiers or prices
  • Contact sales for a proposal

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Category
SQL
Tags
SQL
analytics
dbt
engine
metadata
governance
lineage
developer efficiency
cost-efficient

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