Dublo
Data Strategy
How I Built a Data Platform in One Week with dbt and Snowflake
The full build of a working data platform in one week: Postgres, Airbyte, Snowflake, dbt and Airflow, with the code, 2026 updates and how it makes a team AI-ready.
All services
One source of truth. In your own cloud.
We bring all your data into one warehouse you own, cleaned, modeled and ready for dashboards and AI.
Sound familiar?
- Every report needs an export, a spreadsheet and a prayer.
- Two teams, two numbers, one argument.
- You want AI, but your data isn't ready for it.
What we build
- A warehouse you own
- BigQuery, Snowflake or Postgres, set up in your account.
- Clean data models
- Spend, revenue, customers and conversions, joined and consistent.
- One metric dictionary
- Every KPI defined once, used everywhere.
- Quality monitoring
- Alerts the moment something breaks or looks wrong.
What changes
- Numbers everyone trusts, refreshed automatically.
- Reporting that takes minutes, not days.
- A base ready for dashboards and AI.
We now have full visibility into the numbers that matter, which makes running a 7-figure company way easier and more confident.
Alex StoykovFounder, Olifant DigitalQuestions we get
Do we need to change our tools?
No. We connect to what you already use.
Who owns the warehouse?
You do. It lives in your cloud account, fully documented.
How long does it take?
Most foundations are live in a few weeks. We confirm the timeline when we scope.
Related reading
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Data Strategy
Data Platform for Small Businesses: A Simple Stack That Works
The four-layer data platform we recommend to small and mid-size businesses: managed ingestion, one warehouse, dbt and a BI tool your team will actually open.