HERSUGONDO, Hersugondo (2025) "Artikel Dr. HERSUGONDO, SE, MM: Strategic synergy: Artificial intelligence, organizational databases, and profitability enhancement with risk management as the mediator". International Journal of Data and Network Science.

Text (Artikel) Strategic synergy Artificial intelligence, organizational databases, and profitability enhancement.pdf Download (1MB)

Abstract

This research aims to investigate the intricate interplay between Artificial Intelligence (AI), Organ
izational Databases, Risk Management, and profitability within the Indonesian banking sector. Em
ploying a quantitative research design, the study seeks to understand the mediating role of Risk
Management in the relationships among AI, Organizational Databases, and profitability. The key
findings underscore the pivotal importance of Risk Management as a mediator, emphasizing the
necessity for a comprehensive risk-aware strategy in optimizing the impact of AI and high-quality
databases on financial performance. The research contributes theoretically by providing nuanced
insights into the dynamic relationships between technology adoption, risk mitigation, and financial
success. Limitations include contextual specificity and temporal constraints, acknowledging the
need for caution in generalizing findings. The practical contributions involve recommendations for
organizations to continuously monitor and adapt their AI implementations and risk management
strategies. The study sets the stage for further research, advocating for cross-industry studies, longi
tudinal analyses, and in-depth case studies to enhance the understanding of these complex dynamics.
Overall, this research provides actionable insights for practitioners and contributes to the ongoing
discourse on the evolving landscape of technology, risk management, and financial success.

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