Notle is an AI-driven psychometric recording and analysis tool designed to enhance the efficiency of mental health professionals. It serves as a comprehensive documentation platform and Clinical Decision Support System (CDSS) enabling therapists to record and evaluate mental health dialogues effectively. Notle provides a solid foundation for monitoring patient progress and delivering personalized care by capturing granular metrics for each session. The tool operates seamlessly within existing workflows gathering essential data without disrupting clients’ daily routines. Notle has undergone rigorous internal testing and demonstrates high accuracy in identifying characteristics of various mood and personality disorders from session transcriptions. By combining advanced AI technology with a deep understanding of psychology Notle’s scoring method offers robust analytics and nuanced insights for mental health assessment.