A company context layer should not flatten people.
That is an important boundary.
The point is not to turn humans into profiles.
Or scores.
Or role descriptions.
Or productivity snapshots.
People bring more texture than that.
They bring goals.
Constraints.
Trust.
Taste.
Energy.
Fear.
Experience.
Ways of thinking that do not always fit cleanly into a hierarchy.
A good context layer should make that richness easier to work with, not easier to erase.
It should help the company understand what people are trying to do and how that can align with the work.
It should help people enter shared problems with better context.
It should make collaboration more precise without making it colder.
That is the tension.
Shared context can become powerful.
But power without texture becomes brittle.
The healthier version keeps people legible without making them flat.