This handbook offers a critical examination of AI's role in civil dispute resolution. Drawing on comparative case studies, it explores applications across courts and ODR systems, addressing regulatory, ethical, and policy challenges. Essential for scholars, policymakers, and practitioners navigating AI's impact on justice systems worldwide.