Fairness Compass

The Fairness Compass is a framework used to evaluate and ensure fairness in decision-making processes, particularly those involving algorithms or automated systems. It helps organizations identify different aspects of fairness—such as equal treatment, accuracy, or fairness across diverse groups—and balance them carefully. By considering these multiple dimensions, the Fairness Compass guides stakeholders to make ethical choices that minimize bias, promote equity, and build trust, while acknowledging the complex nature of fairness in real-world applications.