Most reporting problems aren’t reporting problems. They’re data problems wearing a dashboard.
Duplicate contacts across three systems. A spreadsheet that’s the real source of truth. Fields that mean different things to different teams. Reports that take a day to assemble and are stale by the time anyone reads them. You can’t automate your way out of that, and you certainly can’t point AI at it.
We start by getting the plumbing right — a data model that reflects how your business actually works, cleaned and de-duplicated records, and integrations that keep systems in step. Then we build the reporting layer on top, so the dashboard everyone looks at is one everyone trusts.
The order matters. Foundations first, then the visible stuff.
