Introduction The mental health landscape is undergoing a significant transformation, driven by the increasing adoption of artificial intelligence (AI) in therapy. Despite the growing demand for mental health services, traditional approaches often fall short in providing accessible and effective support. The World Health Organization (WHO) estimates that nearly 50% of individuals with mental health disorders…