The Fairness Framework

The Fairness Framework is a set of guidelines designed to ensure that decisions made in various systems—especially in technology and data—are fair and just. It focuses on preventing bias and discrimination, promoting equality, and ensuring that all individuals are treated with respect regardless of their background. This framework emphasizes transparency, accountability, and the need for diverse perspectives to create solutions that benefit everyone. By applying this framework, organizations can foster trust and ensure their practices do not unfairly disadvantage any group while promoting fairness in outcomes.