---
title: "dbt - Snowpack Data"
description: "Version-controlled transformations and metrics layer for analytics"
url: https://snowpack-data.com/services/dbt
---

[Analytics Engineering Version-controlled transformations](https://snowpack-data.com/contact?service=dbt)

# Transform data with confidence using dbt

Build production-grade data transformations with version control, automated testing, and built-in documentation. Turn SQL into analytics engineering with dbt's modern workflow.

Most companies treat SQL transformations as throwaway scripts scattered across notebooks and ad-hoc queries. We implement dbt projects with proper staging layers, intermediate models, and tested marts that become your single source of truth for all downstream analytics.

[Contact Us](https://snowpack-data.com/contact?service=dbt) [Learn more](https://snowpack-data.com/services/dbt#features)

![dbt transformation pipeline](https://snowpack-data.com/assets/img/mountain_splash.JPG)

## See how we built a dbt metric layer that gives Mosaic.tech one definition for each priority metric.

[Read our case study](https://snowpack-data.com/case-studies/case-study-mosaic)

## Everything you need

Production-ready dbt implementation

We don't just write SQL, we architect dbt projects using industry best practices for structure, testing, documentation, and performance. Your transformations become maintainable, testable assets that scale with your business.

Layered Model Architecture

Staging, intermediate, and mart layers that separate raw data cleaning from business logic. Makes transformations maintainable as your sources evolve.

Automated Data Quality Tests

Built-in tests for uniqueness, null checks, referential integrity, and custom business rules. Catch data issues before they reach dashboards.

Self-Documenting Pipelines

Auto-generated documentation with lineage graphs showing how every metric traces back to source data. No more guessing where numbers come from.

Version-Controlled Transformations

Git-based workflow with code review, branching, and rollback capabilities. Treat your data transformations like production code.

Incremental Processing

Efficient incremental models that process only new or updated records. Transform billions of rows without rebuilding everything from scratch.

Semantic Metrics Layer

Define metrics once using dbt Semantic Layer. Every tool queries the same definitions, eliminating metric conflicts between departments.

## Ready to modernize your data transformations?

Let's build a production-grade dbt project with proper testing, documentation, and governance that becomes your single source of truth.

[Contact](https://snowpack-data.com/contact?service=dbt) [Read our case study](https://snowpack-data.com/case-studies/case-study-mosaic)