dbt Consulting

dbt (data build tool) is a transformation framework that allows data teams to write SQL transformations that are version-controlled, tested, and documented. It brings software engineering best practices to data transformation and is the most widely adopted tool in the modern data stack.

The dbt semantic layer is a centralized metric definition layer that sits on top of your dbt transformations. It allows you to define metrics once in dbt and have every BI tool consume those definitions consistently, eliminating metric inconsistencies across dashboards.

Both. dbt Core is the open-source version that runs in your own infrastructure. dbt Cloud is the managed service that adds a web IDE, scheduling, and observability features. We help organizations choose the right deployment model and implement it correctly.

Yes. dbt supports all major data platforms including Snowflake, BigQuery, Databricks, Redshift, Azure Synapse, and Postgres. We implement dbt on whichever platform you use.

dbt consulting: transformation layer design, semantic model implementation, dbt Cloud setup, and data governance integration. Senior-led engagements.

Certified metrics built in dbt, read by every tool and agent.

Govern the definitions and ownership behind your dbt models.

We work with dbt to build transformation layers that are version-controlled, tested, and documented. Basically, dbt is the backbone for a solid semantic layer in any modern data stack. We make sure your data transformations are highly reliable, easy to follow, and ready to scale.

We take care of it all, from building the setup to launching your project live.

We keep every data transformation version-controlled. So, you can see exactly what changed and when. No more guessing or losing work along the way.

We do all our SQL transformations straight in Git. That way, every change is tracked, and nothing slips through the cracks.

When your data changes, our quality checks jump in automatically. No need to lift a finger or wait around. Problems get caught early, so everything keeps flowing without a hitch.

We build docs that write themselves. No extra hassle, no hunting for updates. When your data changes, the docs update too, automatically. It’s like having a live manual that’s always on point.

We pull lineage graphs and document columns right from the code. No extra steps, no guessing. Everything links back to what’s actually running.

Here’s the deal: we put all your metric definitions in one spot. Then, every BI tool you use pulls from that same source. That means no more fighting over numbers or dealing with different versions. Simple and clean.

If you want a transformation layer that just works, we’ve got you covered. Let’s build it together.

Here’s how we start: a 30-day Analytics Truth Audit. We jump right into your transformation layer to figure out what’s clicking and what’s broken. After that, we put together a simple 90-day dbt plan to get you heading the right way.