![](https://www.aptologics.com/wp-content/uploads/2022/11/analytics-engineering-dbt-e1668514343709.png)
Data Transformation
dbt™ is a SQL-first transformation workflow that lets teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documentation. Now anyone on the data team can safely contribute to production-grade data pipelines.
dbt Semantic Layer
More data tool doesn’t have to mean more chaos. Definitions like revenue, customer, or churn can now be maintained centrally in dbt.
- Visualize metric lineage
- Version control changes
![](https://www.aptologics.com/wp-content/uploads/2022/11/dbt-semantic-layer-visualize-dag.png)