In today’s world of rapidly advancing technology, Artificial Intelligence (AI) is influencing everything from healthcare to finance, and from urban planning to education. However, as AI becomes more integrated into high-stakes decision-making, there\'s a growing demand for transparency and accountability. This is where Explainable AI (XAI) plays a crucial role.