Digital Transformation of Insurance Industry: Implications of AI Tools Integration
سال انتشار: 1404
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 19
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شناسه ملی سند علمی:
JR_IJOL-14-0_035
تاریخ نمایه سازی: 6 دی 1404
چکیده مقاله:
The relevance of the issue under consideration is driven not only by the rapid development of technology but also by the growing need for automation and personalization of insurance products. The main purpose of this article is to analyze the prospects and problems of integrating AI into insurance services. The article aims to identify the main directions of implementing AI technologies in risk management, optimizing insurance products, as well as studying the legal, ethical and technical aspects of this transformation. During this study, the following general scientific methods of cognition were used: literature synthesis, statistical data analysis, expert assessment, systematization and generalization for segmentation, dynamics assessment, factor classification and formation of a comprehensive vision of the integration of artificial intelligence into insurance services. The results of the expert survey and analysis of the obtained ratings on the integration of artificial intelligence into insurance services showed that for Group ۱ the most significant factors are improved underwriting (Total A۲ = ۱.۳۵) and predictive analytics (Total A۵ = ۱.۳۵), while Group ۲ prefers automation of repetitive tasks (Total A۱ = ۱.۳۵) and optimization of claims management (Total A۳ = ۱.۰). Among the main problems for Group ۱ are regulatory restrictions (Total D۳ = ۱.۵) and data quality (Total D۱ = ۱.۸), while Group ۲ highlights privacy risks (Total D۶ = ۱.۳۵) and high implementation costs (Total D۸ = ۱.۰). The integration of artificial intelligence into the insurance sector opens up new opportunities for modernizing processes and improving the efficiency of insurance companies. The results of the study confirm that AI is the main tool for optimizing the management aspects of insurance activities. Therefore, the successful integration of artificial intelligence into insurance activities requires a systematic approach to current challenges, which will allow to maximize the potential of AI within the insurance industry.
کلیدواژه ها:
Artificial intelligence ، Insurance services ، Machine learning ، Natural language processing technologies ، Digital transformation
نویسندگان
Iryna Fedorovych
Department of Financial Technologies and Banking Business, Faculty of Finance and Accounting, West Ukrainian National University, Ternopil, Ukraine
Oleksiy Rykhalskyy
Department of Computer Science and Software Engineering, Faculty of Information Systems and Technologies, Private Higher Education Institution “European University”, Kyiv, Ukraine
Dmytro Poltavskyi
Petro Mohyla Black Sea National University, Mykolaiv, Ukraine