services / analytics-tracking / dbt-setup
dbt setup, implementation and audits.
We set up dbt projects that scale: clear structure, tested models, documentation and CI your team can maintain.
✦ Ready for the AI era. dbt models are what AI agents query. We build them tested, documented and ready for agents.
trusted by data teams at
camino/financial
✓ Enterprise-ready. Already trusted by multiple Fortune 100 companies.
what we do
dbt setup, implemented and audited by experts
Implementation
- Project structure and conventions
- Staging, intermediate and mart models
- Tests, documentation and CI
- Orchestration and environments
Audits
- Project structure and naming review
- Test coverage and failures
- Model performance and cost
- Documentation and lineage gaps
rd audit --dbt-setup ✔ project structure standardised ✔ CI runs on every pull request ! test coverage 38% ! 3 models run over 20 minutes ✗ no staging layer for 2 sources 1 critical · 2 warnings · 2 passed
// illustrative
faq
Frequently asked questions
Should we use dbt Core or dbt Cloud?
We help you choose based on your team and workflow. If you would rather not run anything yourself, our platform includes hosted dbt and a semantic layer. See the platform.
Do you also set up a semantic layer?
Yes. We build semantic layers on top of dbt models so every dashboard and AI agent uses the same metric definitions. Semantic layer build.
What does your dbt setup implementation include?
Our dbt setup implementation includes: project structure and conventions, staging, intermediate and mart models, tests, documentation and CI, orchestration and environments.
What does a dbt setup audit cover?
An audit of your dbt setup setup covers: project structure and naming review, test coverage and failures, model performance and cost, documentation and lineage gaps. You get a prioritised report with clear fixes.
How long does dbt setup work take?
It depends on the size of your site or app and the number of events involved. After a short discovery call we give you a clear scope and timeline.
Can you work alongside our team and existing setup?
Yes. We work with your developers, analysts and agencies, and document everything so your team can maintain it.
Do you work with other analytics tools too?
Yes. We are vendor-neutral and work with GA4, Adobe Analytics, Mixpanel, Heap, Amplitude and more, so we can recommend what fits you best.
Will this make our data ready for AI?
Clean, well-defined, well-documented events are exactly what AI agents and models need. We build tracking and warehouse pipelines with that in mind.
How much does it cost?
Pricing is tailored to your scope. Get a quote or schedule a consultation and we will give you a clear estimate.
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how we work
From first call to running system
01 /
Discover
We learn your goals, stack and constraints.
02 /
Plan
Audit findings and a clear, prioritised plan.
03 /
Build
Implementation by engineers, reviewed with your team.
04 /
Run
Hand over, or keep us on to support it.
Tell us what you need. We'll scope it.
Pricing is tailored to your sources, volume and the parts of the platform you use. Get a quote or book a call with the team.