A Constitutional Approach to Institutional Fairness
Purpose-Driven Fairness
Our approach is grounded in a simple but powerful definition of fairness:
the alignment of purpose, intent, and outcome.
- Purpose expresses the balance a rule seeks to restore.
- Intent makes the reasoning behind each clause visible and accountable.
- Outcome measures whether the rule performs as designed across real populations and systems.
This framework ensures that fairness is not an aspiration but a measurable institutional condition.
What This Means for Institutions
- Decisions become explainable,
- Procedures become coherent,
- Digital systems enforce purpose,
- Risk becomes manageable,
- Fairness becomes demonstrable.
This method is the foundation of everything we do.
