PsychoAI Insight: An Artificial Intelligence-Based Psychometric Analysis System to Support Psychological Assessment and Therapist Recommendation

Abstract

Psychological assessment is a fundamental process for understanding the emotional, cognitive, and behavioral characteristics of individuals. Currently, mental health professionals use different psychometric tests to obtain relevant information about a patient's psychological condition; however, interpreting large amounts of data can require significant time and specialized expertise.

This article proposes the development of PsychoAI Insight, an artificial intelligence-based application designed to support mental health professionals in the analysis and interpretation of psychometric assessments. The system uses machine learning techniques, data analysis, and intelligent recommendation models to identify patterns, generate clinical support reports, and suggest suitable therapist profiles according to the detected needs.

The proposed tool aims to optimize psychological evaluation processes, assist therapists in decision-making, and improve patient referral to specialized professionals while maintaining human expertise as the central element of the therapeutic process.