COMPAS (Correctional Offender Management Profiling for Alternative Sanctions) is a risk assessment tool used in the United States’ criminal justice system. This case study evaluates the application, effectiveness, and controversies surrounding the COMPAS system, focusing on its role in AI-driven decision-making processes.