In today's data-driven landscape, artificial intelligence systems are increasingly deployed in critical decision-making processes. However, the opacity of these algorithms often leaves stakeholders confused about the reasoning behind AI-generated outcomes. This lack of intelligibility can impede trust and implementation of AI technologies. To addre