When you need it
- Decisions made without reliable numbers.
- Reports that take days to be ready.
- Different versions of the data across departments.
Stop deciding on gut feeling: clean data, clear indicators and reports that tell the truth.
That is the typical starting point: the first phase is exactly centralizing and cleaning. Without it, any dashboard lies.
As long as volumes and sources are few, yes. When reports take hours or different versions of the same numbers circulate, you need a data layer.
Whatever fits the case: PostgreSQL and dbt for the data layer; Power BI, Metabase or Looker Studio for visualization — also based on what you already have.
Want to know if this is the right area for your situation?
Let's talk