SQL-based data transformation tool that builds and tests data models in warehouses via version-controlled code.

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Use Cases3
Companies3
Industries4

AI Use Cases with dbt

1G
How GoGuardian Uses Databricks to Cut ML Costs 90% While Protecting K–12 Students
GoGuardian · Operations
90%Operational cost savings with Delphi model
2L
How Luminate Uses Snowflake to Deliver Billboard Chart Data 334% Faster
Luminate · Business Intelligence
334%Daily processing speed increase
3EI
How Emirates Insurance Uses Snowflake AI to Cut Claims Processing 40% and Automate 380 Hours
Emirates Insurance · Business Intelligence
30-40%Motor claims registration speed improvement
Vendor
DL
dbt Labs
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AI Maturity

Average implementation stage across documented use cases.

0Pilot1Scaling2Mature
Industries

Industries most frequently targeted in use cases with this tool.

Technology
1
Education
1
Insurance
1
Media & Entertainment
1

Often Used With

1S
Snowflake
Cloud data warehouse by Snowflake for storing, querying, and sharing structured and semi-structured data.
2DS
Databricks SQL
Serverless SQL analytics engine built on the Databricks Lakehouse, delivering high-performance queries with elastic scaling and open data formats.
3DL
Databricks Lakeflow
Databricks’ declarative pipeline framework for real-time data ingestion, transformation, and validation within the Data Intelligence Platform.
4M
MLflow
Open-source ML lifecycle management platform for experiment tracking, model versioning, and reproducible deployment, developed and maintained by Databricks.
5DU
Databricks Unity Catalog
Unified governance layer for managing access, lineage, and quality of data and AI assets across a lakehouse.
6DM
Databricks Model Serving
Serverless model deployment service within the Databricks platform that enables real-time and batch inference at scale without manual infrastructure management.
7DD
Databricks Delta Lake
Open-source storage layer that brings ACID transactions, scalable metadata handling, and unified streaming and batch data processing to data lakes.
8Q
Qlik
Self-service BI and data visualization platform for analytics and reporting.
Key Business Functions

Business areas most frequently targeted in use cases with this tool.

Business Intelligence
2
Operations
1
Companies

Companies documented using this tool in real use cases.

dbt AI Use Cases & Reviews | Applied