This article examines the transformative role of Artificial Intelligence (AI) in mental health care, highlighting its ability to offer assistive technologies and continuous support. Beyond early detection and diagnosis of neurodevelopmental disorders, AI holds significant potential to improve patient care and treatment outcomes. The article emphasizes the use of assistive robots and AI-powered applications to address challenges of cognitive impairment and language acquisition in individuals with Attention Deficit Hyperactivity Disorder (ADHD), Autism Spectrum Disorder (ASD), Dyslexia, and dysgraphia. We advocate for integrating technological innovation with intervention treatments, guided by a comprehensive understanding of patient needs, to enhance the quality of life for individuals with neurodevelopmental disorders. AI plays a supportive role in improving patient care, particularly in areas where traditional pharmacological approaches alone may be insufficient. Future directions emphasize the need for establishing regulatory frameworks, transparent validation processes for AI models, and sustained efforts in research and development.