Data warehousing and BI
Reports that tie out to the general ledger.
The warehouse and the reports on top of it are where data problems become visible. We stabilize the warehouse and fix the data feeding it, so reports agree with finance.
01 / Symptoms
What it looks like.
- Margin by customer that depends on which report you open.
- A warehouse that breaks after every source change.
- Dashboards built on dimensions nobody maintains.
02 / What we do
The data under the reports, not more reports.
- Warehouse stabilization and testing.
- Conformed customer, product and supplier dimensions fed from master data.
- Reconciliation of reports to the ledger.
- Pipeline monitoring with owners.
03 / How it connects
Why the fix sits below the dashboard.
Another dashboard won't fix numbers that disagree. The fix is what feeds it: conformed dimensions built on mastered entities.
04 / Experience
- Stabilization
- A medallion warehouse stabilized for a growing company, with an outstaffed data team.
05 / Where to start
Where it shows up
Questions
We're moving to a new warehouse anyway.
Then fix the dimensions before the move. A migration copies broken customer and product data to the new platform, along with the reports that disagree.
Start with 30 minutes.
Tell us the symptom. We'll tell you plainly whether we can fix it.