As AI takes on critical decisions in finance, healthcare, and hiring, fairness has become a top priority. Explainable AI (XAI) helps businesses uncover how and why models make decisions, ensuring transparency, detecting bias, and maintaining customer trust while meeting regulatory standards in 2025.