In today's data-driven here landscape, artificial intelligence systems are increasingly deployed in critical decision-making processes. However, the black box nature of these algorithms often leaves stakeholders baffled about the reasoning behind AI-generated outcomes. This lack of intelligibility can obstruct trust and adoption of AI technologies.