Ingestion, transformation and the warehouse every report and application downstream reads from. When data lives in six systems that disagree, the dashboard is not the problem — the thing under it is, and that is what gets built here.
Live client portal · anonymised
Reporting sits on top of this. When two dashboards disagree, it is almost always because there is no layer like this underneath them.
One place your data actually lives, so every report and app downstream is reading the same thing.
The internal tool, portal or product that does not exist off the shelf. Covered properly on Apps & Portals — it is listed here because it is usually the same engagement as the platform under it.
Every one of these is something a real client was doing by hand before we started.
Every new client meant standing up a data setup from scratch. We built one warehouse with per-client partitioning, so each new client’s dashboards run on the same shared, versioned model. New-client dashboards now go live in days rather than weeks, with each client’s data properly isolated.
Describe what is happening today in a few lines. If a different family fits better, we will say so — and if it is not a fit at all, we will point you somewhere that is.