Why I stopped wanting one unified dashboard for all three businesses

Early on I wanted exactly what most people ask me for now: one screen, all three businesses, everything unified. I actually built a version of it. It was the least useful thing I made.

The problem wasn't technical, it was that a cafe, a care home, and a software company don't share a definition of "normal," so forcing them onto one dashboard meant everything got normalized into generic percentages and colors that stopped meaning anything specific. A 15% dip reads identically whether it's a software company's signup rate or a care home's staff check-in rate, and those two things are not remotely the same emergency.

What actually works for me now is the opposite of unified: each business gets judged against its own history, in its own language, and the only thing that's shared across all three is the confidence grade (Verified, Very Likely, Needs Review, Monitor Only) so I can triage across ventures without flattening what's actually different about them.

Basically: shared triage logic, not a shared dashboard. Curious if anyone else building for multi-entity users (agencies, portfolio operators, multi-location owners) landed somewhere similar.