Dignity at scale is not a belief.
It is a structural outcome.

Fair System describes how value, price, money, risk, margin,
dependency, exit, and labor are handled as this system grows.

Not through intention.
Not through storytelling.
Not through goodwill.

Through constraint.

This is not a statement of ethics.
It is a description of mechanics.