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dbt

transformation

dbt consulting & implementation

Transform your data. Define your metrics. Test everything.

dbt is the industry standard for data transformation. It lets you define business logic in SQL, version control it like code, and test it automatically. We implement dbt the way it was meant to work — not as a glorified SQL runner.

dbt · live signal

What we've shipped with dbt

in production
transformationopinionated · dbt

When dbt makes sense

Pick dbt when

  • You want a single source of truth for business logic
  • You need version control and peer review on your models
  • You want automated testing on every metric
  • Your team already speaks SQL

What we implement

Beyond the tutorial.

01

Project setup

Repo bootstrap, environments, secrets, CI/CD, linting.

02

Model development

Staging, intermediate, and mart layers. Clean dependencies.

03

Testing

Schema tests, data quality tests, and assertions on every critical metric.

04

Documentation

Auto-generated docs, owners, lineage — every column explained.

05

CI/CD

PR-level testing, slim CI runs, production deploys that never surprise anyone.

06

Semantic layer

Metrics defined in one place, consumed by every downstream tool.

Not sure which fits?

30 minutes. We'll tell you honestlywhat's broken.