Audit SQL
Review the current models, dashboards and manual queries that need structure.
dbt developers
dbt developers for governed models, tests and analytics engineering.
We help teams move from spreadsheet-style SQL to a maintainable dbt project with source definitions, staging models, marts, tests, documentation, lineage and deployment discipline.
Typical start point
One backlog item, one migration stream, one dashboard, one automation or one specialist gap.
What we do
Specific delivery, not vague consulting.
This page is about dbt work. The scope is tied to the tool, the output and what your team needs to use next.
- dbt project setup or cleanup for BigQuery and modern warehouses
- Source, staging, intermediate and mart models with clear naming
- Tests for freshness, uniqueness, accepted values, relationships and business rules
- Documentation and lineage that business and data teams can read
- Incremental models, snapshots and deployment workflows where they add value
Tool language
We work in the terms your team already uses.
dbt Coredbt Cloudsourcesstaging modelsmartsschema testsfreshnessdocslineagesnapshotsincremental modelsCI checks
Process
How the work normally runs.
Define layers
Set up sources, staging, intermediate models and marts around the reporting requirements.
Add tests
Create data quality checks for keys, freshness, accepted values and business-critical measures.
Document logic
Add model descriptions, column notes and lineage so users understand the data.
Deploy safely
Configure development, production and review workflows that fit your team.
Deliverables
What you receive.
We keep outputs concrete so your team knows what changed, how to use it and what to do next.
Engagement model
Start small, then scale only when useful.
Bring one task, one project or one specialist gap. We can stay focused on the immediate outcome or continue as delivery capacity.
FAQ
Common questions.
Can you fix an existing dbt project?
Yes. We can clean naming, remove duplicate logic, add tests, improve docs and stabilise models already in production.
Do you need dbt Cloud?
No. We can work with dbt Core or dbt Cloud depending on your environment and budget.
Can dbt work with Tableau?
Yes. dbt is often used to prepare trusted marts that Tableau and Power BI can use directly.
Start here
Tell us the outcome you need.
Share the tool, workflow, dashboard, migration or capacity gap. We will respond with a practical next step, not a generic sales script.
Discovery call
Fit and scope check
Clear next action