In Press. Digital intelligence: AI in industry and business

Chui, M., Hazan, E., Roberts, R., Singla, A., Smaje, K., Sukharevsky, A. et al. (2023). The economic potential of generative AI: The next productivity frontier. McKinsey & Company. Available at: https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier#business-value

Eling, M., Nuessle, D., Staubli, J. (2022). The impact of artificial intelligence along the insurance value chain and on the insurability of risks. The Geneva Papers on Risk and Insurance – Issues and Practice, 47 (2), 205–241. https://doi.org/10.1057/s41288-020-00201-7

Aslam, F., Hunjra, A. I., Ftiti, Z., Louhichi, W., Shams, T. (2022). Insurance fraud detection: Evidence from artificial intelligence and machine learning. Research in International Business and Finance, 62, 101744. https://doi.org/10.1016/j.ribaf.2022.101744

Nimmagadda, V. S. P. (2024). Artificial Intelligence for Dynamic Pricing in Insurance: Advanced Techniques, Models, and Real‑World Application. Hong Kong Journal of AI and Medicine, 4 (1), 258–297. Available at: https://hongkongscipub.com/index.php/hkjaim/article/view/43

Gupta, S., Ghardallou, W., Pandey, D. K., Sahu, G. P. (2022). Artificial intelligence adoption in the insurance industry: Evidence using the technology–organization–environment framework. Research in International Business and Finance, 63, 101757. https://doi.org/10.1016/j.ribaf.2022.101757

Snishchenko, R. (2024). Artificial intelligence as a tool for increasing the efficiency of management of insurance companies. Scientific Bulletin of Odessa National Economic University, 5-6 (318-319), 76–84. https://doi.org/10.32680/2409-9260-2024-5-6-318-319-76-84

Jorzik, P., Klein, S. P., Kanbach, D. K., Kraus, S. (2024). AI-driven business model innovation: A systematic review and research agenda. Journal of Business Research, 182, 114764. https://doi.org/10.1016/j.jbusres.2024.114764

Kalia, S. (2023). Potential Impact of Generative Artificial Intelligence (AI) on the Financial Industry. International Journal on Cybernetics & Informatics, 12 (6), 37–51. https://doi.org/10.5121/ijci.2023.120604

Bokka, V. V. R. M. (2025). Transforming mobile insurance through generative AI: A technical analysis of innovation in the U.S. market. International Research Journal of Modernization in Engineering Technology and Science, 7 (2), 633–642. https://doi.org/10.56726/irjmets67275

Adavelli, S. R. (2024). Generative AI in Digital Insurance: Redefining Customer Experience, Fraud Detection, and Risk Management. International Journal of Computer Science and Information Technology Research, 5 (2), 41–60.

Fedyshyn, M., Abramova, A., Morozova, L., Lavrov, R., Kovalova, O., Malin, O. (2022). Development fintech ecosystem: Evidence of European countries for Ukraine. International Journal of Computer Science and Network Security, 22 (2). https://doi.org/10.22937/IJCSNS.2022.22.2.5

Kurmaiev, P., Seliverstova, L., Bondarenko, O., Husarevych, N. (2020). Cyber insurance: the current situation and prospects of development. Revista Amazonia Investiga, 9 (28), 65–73. https://doi.org/10.34069/ai/2020.28.04.8

Kate, P., Ravi, V., Gangwar, A. (2022). FinGAN: Chaotic generative adversarial network for analytical customer relationship management in banking and insurance. Neural Computing and Applications, 35 (8), 6015–6028. https://doi.org/10.1007/s00521-022-07968-x

Volosovych, S., Gumynska, M. (2024). Artificial intelligence in the market of insurance services. Economy and Society, 70.

The Role of AI in Insurance. Snowflake. Available at: https://www.snowflake.com/trending/digital-insurance Last accessed: 15.03.2025

Volosovych, S., Nezhyva, M., Sirenko, N., Mykytiuk, I. (2024). Financial services in the development of the bigtech ecosystem. Financial and Credit Activity Problems of Theory and Practice, 4 (57), 55–66. https://doi.org/10.55643/fcaptp.4.57.2024.4454

Grobelnik, M., Perset, K., Russell, S. (2024). What is AI? Can you make a clear distinction between AI and non‑AI systems? OECD. Available at: https://oecd.ai/en/wonk/definition

Gupta, M. (2023). Harnessing The Power of AI In the Insurance Sector. Forbes. Available at: https://www.forbes.com/councils/forbestechcouncil/2023/04/17/harnessing-the-power-of-ai-in-the-insurance-sector/

Chung, V., Jain, P., Purushothaman, K. (2023). Insurer of the future: Are Asian insurers keeping up with AI advances? McKinsey & Company. Available at: https://www.mckinsey.com/industries/financial-services/our-insights/insurer-of-the-future-are-asian-insurers-keeping-up-with-ai-advances

Zhuravel, H. (2024). How AI is transforming the insurance industry. Binariks. Available at: https://binariks.com/blog/artificial-intelligence-ai-in-insurance-market/

Madiega, T., Ilnicki, R. (2024). AI investment: EU and global indicators. European Parliamentary Research Service. Available at: https://epthinktank.eu/2024/04/04/ai-investment-eu-and-global-indicators/

Thormundsson, B. (2024). Private artificial intelligence (AI) investment in the United States, China, and worldwide from 2015 to 2025. Statista. Available at: https://www.statista.com/statistics/1424667/ai-investment-growth-worldwide/#statisticContainer

Global investment in generative AI. Our World in Data. Available at: https://ourworldindata.org/grapher/global-investment-in-generative-ai

Generative AI – Munich Re is driving automation in the insurance industry (2024). Munich Re. Available at: https://www.munichre.com/en/insights/digitalisation/generative-ai-munich-re-is-driving-automation-in-the-insurance-industry.html

Saldanha, K., Lahraoui, K. (2024). The guide to generative AI for insurance. Accenture. Available at: https://insuranceblog.accenture.com/guide-generative-ai-insurance

Ozsevim, I. (2023). Lemonade sets world record with 2-second AI insurance claim. AI Magazine. Available at: https://aimagazine.com/articles/lemonade-sets-world-record-with-2-second-ai-insurance-claim

Generative AI in insurance: Trends, benefits, and challenges. Sprout.ai. Available at: https://25544903.fs1.hubspotusercontent-eu1.net/hubfs/25544903/Sprout%20Generative%20AI%20Report%20-%20FINAL.pdf?__hstc=193991410.f7b820ad5c6e4160d827239f1a0a957e.1743439269851.1743439269851.1743439269851.1&__hssc=193991410.1.1743439269852&__hsfp=1875071619&hsCtaTracking=643fb0f0-dcf8-41b0-a7de-920904b6e5fc%7C213bec2a-4071-417b-847e-290d66c6a4e3 Last accessed: 17.03.2025

Ding, N., Ruan, X., Wang, H., Liu, Y. (2025). Automobile Insurance Fraud Detection Based on PSO-XGBoost Model and Interpretable Machine Learning Method. Insurance: Mathematics and Economics, 120, 51–60. https://doi.org/10.1016/j.insmatheco.2024.11.006

Dimitrieska, S. (2024). Generative Artificial Intelligence and Advertising. Trends in Economics, Finance and Management Journal, 6 (1), 23–34. https://doi.org/10.69648/eyzi2281

Volosovych, S., Vasylenko, A., Mykytiuk, I., Yanchevs'ka, K. (2022). Insurance ecosystems under conditions of the pandemic. Investytsiyi: praktyka ta dosvid, 2, 30–35. https://doi.org/10.32702/2306-6814.2022.2.30

Volosovych, S., Vasylenko, A., Napadovs'kyj, І. (2023). Virtual assets market in the financial ecosystem. Investytsiyi: praktyka ta dosvid, 13, 47–52. https://doi.org/10.32702/2306-6814.2023.13.47