Solutions

A few situations where this actually gets used

Not a complete list โ€” just the things that come up most often in conversations with HR and ops teams.

Before a leadership review

Someone always asks how many layers you actually have, or whether a team is top-heavy. Good to have an answer that isn't a guess pulled together the night before.

During a reorg

Compare the structure before and after. Sometimes a reorg that looked clean on the slide quietly adds a layer nobody meant to add.

When attrition spikes on one team

Movement data usually surfaces something a headcount report won't โ€” like the fact that everyone who left had the same manager.

Quarterly, if you're disciplined about it

A few companies run this as a standing operating review. Most only look when something feels off. Both are fine โ€” we built it for either.