AIBERIS: A Pre-marital Analysis and Compatibility Model Based on Genetic, Cognitive-Psychological Traits, and Sociocultural Values

Abstract In modern societies, marriage has evolved from being merely an institution based on emotional bonds into a complex structure influenced by psychological, genetic, and sociocultural factors. Rising divorce rates, psychological incompatibilities, heritable genetic conditions, and value conflicts have increased the need for pre-marital assessment mechanisms. In this context, AIBERIS (AI-Based Integrated Biopsychosocial Evaluation and Relationship Insight System) offers a comprehensive AI-driven evaluation model that analyzes individuals’ genetic profiles, psychological traits, and sociocultural value alignments. The system approaches partner selection not as a mechanical matching process but as a conscious decision-making process supported by biopsychosocial risk analysis. The AIBERIS model evaluates genetic carrier status, psychological tendencies, and social value compatibility through data-driven methods, providing pre-marital counseling and risk mapping for individuals. Its AI-supported multi-layered architecture guides users not only in partner selection but also in long-term relationship sustainability. The model processes user data within ethical, legal, and sociological frameworks while structuring the decision-making mechanism to prioritize individual agency. This study offers an interdisciplinary perspective on the future of marriage and opens a discussion on the role of AI-based relationship counseling in the scholarly literature.