FİNANS SEKTÖRÜNDE YAPAY ZEKÂ AVANTAJLARI, ZORLUKLARI VE STRATEJİLERİ ÜZERİNE KAVRAMSAL BİR DEĞERLENDİRME

Öz

Yapay Zekâ (AI), finans sektöründe devrim yaratma potansiyeline sahip hızla büyüyen bir alandır. AI’nın finans sektörüne entegrasyonu, piyasaların işleyişine, kurumların riskleri yönetme biçimlerine ve tüketicilerin finansal hizmetlerle etkileşimine köklü bir değişim getirmektedir. AI, insan zekâsını taklit etmek, tahminlerde bulunmak ve görevleri otomatikleştirmek için bilgisayar algoritmaları ve verileri kullanan yenilikçi bir teknolojidir. AI, makinelerin genellikle bir insan zihniyle ilişkilendirilen bilişsel işlevleri gerçekleştirme yeteneğidir. Finans sektöründe AI, iyileştirilmiş operasyonel faaliyetler, maliyet tasarrufu, dolandırıcılık tespiti ve önlenmesi, karmaşık problemleri çözme, gelişmiş müşteri deneyimi, daha az kredi temerrüttü ve daha hızlı karar alma gibi sayısız avantajlar sunmaktadır. Öte yandan, AI’nın önyargı ve ayrımcılık potansiyeli, şeffaflık eksikliği, iş kayıpları, veri gizliliği ve siber güvenlik gibi olumsuz etkileri hakkında da çeşitli endişeler bulunmaktadır. Bu çalışma, finans sektöründe AI’nın artan önemini ve etkilerini anlamaya odaklanmaktadır. Ayrıca çalışma, güncel istatistiklerle birlikte AI uygulamalarının avantajları, zorlukları ve stratejilerini de inceleyerek işletme yöneticilerine ilgili kararları alırken yardımcı olmayı amaçlamaktadır.

Anahtar Kelimeler

• Yapay Zekâ
• Yapay Zekâ Avantajları
• Yapay Zekâ Zorlukları
• Yapay Zekâ Stratejileri

ARTIFICIAL INTELLIGENCE IN FINANCE A CONCEPTUAL ASSESSMENT ON ADVANTAGES, CHALLENGES AND STRATEGIES

Öz

AI is a rapidly growing field with the potential to revolutionize the financial industry. The integration of AI into the financial sector is bringing fundamental change to how markets function, how institutions manage risk and how consumers interact with financial services. AI is an innovative technology that uses computer algorithms and data to mimic human intelligence, make predictions and automate tasks. AI is the ability of machines to perform cognitive functions usually associated with a human mind. AI offers numerous advantages in the financial sector such as improved operational activities, cost savings, fraud detection and prevention, solving complex problems, enhanced customer experience, fewer loan defaults and faster decision making. However, there are also concerns about the negative impacts of AI, such as the potential for bias and discrimination, lack of transparency, job losses, data privacy and cybersecurity. This study focuses on understanding the growing importance and impacts of AI in the financial sector. Furthermore, the study aims to help business managers in making relevant decisions by examining the advantages, challenges and strategies of AI applications along with up-to-date statistics.

Anahtar Kelimeler

• Artificial Intelligence
• Artificial Intelligence Advantages
• Artificial Intelligence Challenges
• Artificial Intelligence Strategies

Kaynakça

1. Abouraia, M. (2024). Artificial intelligence in finance: Navigating opportunities and risks. Risks and challenges of AI-driven finance: Bias, ethics, and security, IGI Global, 17-34.
2. Accenture. (2021). The art of AI maturity. https://www.accenture.com/us-en/insights/artificialintelligence/ai-maturity-andtransformation?c=acn_glb_aimaturityfrompmediarelations_13124019&n=mrl_0622, (Erişim Tarihi: 14.03.2025).
3. Afroogh, S., Akbari, A., Malone, E., Kargar, M., & Alambeig, H. (2024). Trust in AI: progress, challenges, and future directions. Humanities and Social Sciences Communications, 11(1), 1-30.
4. Aldboush, H., & Ferdous, M. (2023). Building trust in fintech: An analysis of ethical and privacy considerations in the intersection of big data, AI, and customer trust. International Journal of Financial Studies 11, 90, 1-18.
5. Aldoseri, A., Al-Khalifa, K., & Hamouda, A. (2023). Re-thinking data strategy and integration for artificial intelligence: Concepts, opportunities, and challenges. Applied Sciences, 13(12), 7082, 1-33.
6. Ali, H., & Aysan, A. (2023). What will ChatGPT revolutionize in the financial industry? Modern Finance, 1(1),116-129.
7. Amazon. (2025). What is natural language processing (NLP)? https://aws.amazon.com/whatis/nlp/?nc1=h_ls, (Erişim Tarihi: 14.03.2025).
8. Anh, N., Hoa, L., Thao, L., Nhi, D., Long, N., Truc, N., & Ngoc Xuan, V. (2024). The effect of technology readiness on adopting artificial intelligence in accounting and auditing in Vietnam. Journal of Risk and Financial Management, 17(1), 27.

9. Ardouin, J. N. (2023). Leading the AI revolution: tangible opportunities in risk management. https://www.ey.com/en_ch/insights/banking-capital-markets/leading-the-ai-revolutiontangible-opportunities-in-risk-managem, (Erişim Tarihi: 14.03.2025).
10. Atabekov, A. (2023). Artificial intelligence in contemporary societies: Legal status and definition, implementation in public sector across various countries. Social Sciences, 12(3), 178, 1-21.
11. Azeema, N., Nawaz, H., Gill, M., Khan, M., Miraj, J., & Lodhi, K. (2023). Impact of artificial intelligence on financial markets: Possibilities & challenges. Journal of Computing & Biomedical Informatics, 6(1), 287-289.
12. Aziz, L., & Andriansyah, Y. (2023). The role artificial intelligence in modern banking: an exploration of AI-driven approaches for enhanced fraud prevention, risk management, and regulatory compliance. Reviews of Contemporary Business Analytics, 6(1), 110-132.
13. Babakhanian, M., Mousavi, S., Soltani, R., & Vakilifar, H. (2023). Survey the effect of fintech companies profitability enhancement on winning customers loyalty using an artificial intelligence-based optimization algorithm. International Journal of Nonlinear Analysis and Applications, 14(1), 2409-2423.
14. Babina, T., Fedyk, A., He, A., & Hodson, J. (2024). Artificial intelligence, firm growth, and product innovation. Journal of Financial Economics, 151, 103745.
15. Bahoo, S., Cucculelli, M., Goga , X., & Mondolo, J. (2024). Artificial intelligence in Finance: a comprehensive review through bibliometric and content analysis. SN Business & Economics, 4(2), 1-46.
16. Bahrammirzaee, A. (2010). A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems. Neural Computing and Applications, 19(8), 1165-1195.
17. BCG. (2024). AI Adoption in 2024: 74% of companies struggle to achieve and scale value. https://www.bcg.com/press/24october2024-ai-adoption-in-2024-74-of-companies-struggleto-achieve-and-scale-value, (Erişim Tarihi: 14.03.2025).
18. Belgaum, M., Alansari, Z., Musa, S., Alam, M., & Mazliham, M. (2021). Impact of artificial intelligence-enabled software-defined networks in infrastructure and operations: Trends and challenges. International Journal of Advanced Computer Science and Applications, 12(1), 66-73.
19. Berdiyeva, O., Islam, M., & Saeedi, M. (2021). Artificial intelligence in accounting and finance: Meta-analysis. International Business Review, 3(1), 56-79.
20. Bhardwaj, G., Singh, S., & Kumar, V. (2020). An empirical study of artificial intelligence and its impact on human resource functions. International Conference on Computation, Automation and Knowledge Management, IEEE.
21. Bloomberg Law. (2025). Consumer Data Privacy Laws, https://pro.bloomberglaw.com/insights/privacy/consumer-data-privacy-laws/, (Erişim Tarihi: 14.03.2025).
22. Bredt, S. (2019). Artificial Intelligence (AI) in the financial sector: Potential and public strategies. Frontiers in Artificial Intelligence, 2, 16.
23. Britannica. (2025). Expert system. https://www.britannica.com/technology/expert-system, (Erişim Tarihi: 14.03.2025).
24. Brousse, C., Fliche, O., Joyez, J., & Uri, J. (2024). Artificial intelligence challenges for the financial system, https://www.banque-france.fr/system/files/2024 10/Artificial_intelligence_challenges_for_the_financial_system.pdf, (Erişim Tarihi: 14.03.2025).
25. Brown, S. (2021). Machine learning, explained. https://mitsloan.mit.edu/ideas-made-tomatter/machine-learning-explained, (Erişim Tarihi: 14.03.2025).
26. Canon. (2025). Challenges of AI in Australian financial services: Navigating the complexity. https://business.canon.com.au/insights/challenges-of-ai-in-financial-services, (Erişim Tarihi: 14.03.2025).
27. Central Bank of Ireland. (2024). Explainer - What is fintech and how is it changing financial products? https://www.centralbank.ie/consumer-hub/explainers/what-is-fintech-and-howis-it-changing-financial-products, (Erişim Tarihi: 14.03.2025).
28. Chlouverakis, K. (2024). How artificial intelligence is reshaping the financial services industry. https://www.ey.com/en_gr/insights/financial-services/how-artificial-intelligence-isreshaping-the-financial-services-industry, (Erişim Tarihi: 14.03.2025).
29. Chlouverakis, K., & Rawal, A. (2024). How artificial intelligence is reshaping the financial services industry. https://www.ey.com/en_gr/insights/financial-services/how-artificial-intelligenceis-reshaping-the-financial-services-industry, (Erişim Tarihi: 14.03.2025).
30. Chong, L., Zhang, G., Goucher-Lambert, K., Kotovsky, K., & Cagan, J. (2022). Human confidence in artificial intelligence and in themselves: The evolution and impact of confidence on adoption of AI advice. Computers in Human Behavior, 127, 107018.
31. Chung, K., Quach, S., & Thaichon, P. (2022). Introduction to artificial intelligence (AI): Definition and scope of AI. Artificial Intelligence for Marketing Management, Routledge, 3-17.
32. Coombs, C., & Chopra, R. (2019). Artificial intelligence and data analytics: Emerging opportunities and challenges in financial services. https://www.capco.com/Capco-Institute/Journal-50- Data-Analytics/AI-and-Data-Analytics-Emerging-Opportunities-and-Challenges-InFinancial-Services, (Erişim Tarihi: 14.03.2025).
33. Darvish, M., Kret, K., & Bick, M. (2024). An explorative study on the adoption of explainable artificial intelligence (XAI) in business organizations. Conference on e-Business, e-Services and e-Society, Cham, Springer Nature Switzerland, 29-40.
34. DataScientest. (2023). Artificial intelligence: definition, history and risks. https://datascientest.com/en/artificial-intelligence-definition, (Erişim Tarihi: 14.03.2025).
35. Davenport, T., & Bean, R. (2022). Companies Are Making Serious Money With AI. https://sloanreview.mit.edu/article/companies-are-making-serious-money-with-ai/, (Erişim Tarihi: 14.03.2025).
36. Deepthi, B., & Bansal, V. (2024). Artificial intelligence adoption in the Indian banking and financial industry. Artificial Intelligence for Risk Mitigation in the Financial Industry, 81-101.
37. Deloitte. (2024). How artificial ıntelligence is transforming the financial services ındustry. https://www.deloitte.com/ng/en/services/risk-advisory/services/how-artificial-intelligenceis-transforming-the-financial-services-industry.html, (Erişim Tarihi: 14.03.2025).
38. Derilova, V. (2024). AI in the Banking Sector. https://www.scalefocus.com/blog/ai-in-the-bankingsector-risks-and-challenges, (Erişim Tarihi: 14.03.2025).
39. Dhanya, C., & Ramya, K. (2024). Impact of system-level indicators of chatbots on perceived usefulness and intention to use for banking services. The Review of Finance and Banking, 16(1), 43-55.
40. Dongbo, Z., & Xiangwei, Z. (2022). Research on the environmental effect of digital finance development in China and its influence mechanism. Collected Essays on Finance and Economics, 38(3), 37-46.
41. Edunjobi, T., & Odejide, O. (2024). Theoretical frameworks in AI for credit risk assessment: Towards banking efficiency and accuracy. International Journal of Scientific Research Updates, 07(1), 92-102.
42. El-Shihy, D., Abdelraouf, M., Hegazy, M., & Hassan, N. (2024). The influence of AI chatbots in fintech services on customer loyalty within the banking industry. Future of Business Administration, 3(1), 16-28.
43. Farahani, M., Esfahani, A., Moghaddam, M., & Ramezani, A. (2022). The impact of fintech and artificial intelligence on COVID 19 and sustainable development goals. International Journal of Innovation in Management, Economics and Social Sciences, 2(3), 14-31.
44. Fazal, A., Ahmed, A., & Abbas, S. (2024). Importance of artificial intelligence in achieving sustainable development goals through financial inclusion. Qualitative Research in Financial Markets.
45. Felemban, H., Sohail, M., & Ruikar, K. (2024). Exploring the readiness of organisations to adopt artificial intelligence. Buildings, 14(8), 2460, 1-21.
46. Fernandez, A. (2019). Artificial intelligence in financial services. Banco de Espana Article, 3, 19. Finnset, K. (2020). Artificial intelligence in Norwegian newsrooms A qualitative study on the uses and assessments of AI technologies in a news context. University of Oslo, Master Thesis.
47. Friedman-Bernacch, J., & Isaacson, W. (2024). The evolution of artificial intelligence from Alan Turing to The modern era. Tulane University, 1-22.
48. FSB. (2024). The financial stability implications of artificial intelligence. https://www.fsb.org/uploads/P14112024.pdf, (Erişim Tarihi: 14.03.2025).
49. Gashi, S., Imaralieva, T., Abdykadyrov, S., Lailieva, E., & Babayev, F. (2024). Research on the impact of artificial intelligence on financial security in the context of modern technological challenges. Interdisciplinary Journal of Applied Science, 8(13).
50. Ghandour, A. (2021). Opportunities and challenges of artificial intelligence in banking: Systematic literature review. TEM Journal, 10(4), 1581-1587.
51. Giudici, P., & Raffinetti, E. (2023). SAFE artificial intelligence in finance. Finance Research Letters, 56, 104088, 1-14.
52. GlobeNewswire. (2024). Artificial Intelligence in Fintech Market to Reach USD 61.6 Billion by 2032, Driven by Increasing Adoption of AI for Fraud Detection and Risk Management: Research by SNS Insider. https://www.globenewswire.com/newsrelease/2024/12/07/2993334/0/en/Artificial-Intelligence-in-Fintech-Market-to-Reach-USD61-6-Billion-by-2032-Driven-by-Increasing-Adoption-of-AI-for-Fraud-Detection-andRisk-Management-Research-by-SNS-Insider.html, (Erişim Tarihi: 14.03.2025).
53. Goldstein, E. (2022). AI: A serious ethical challenge for consumer businesses. https://www.thembsgroup.co.uk/internal/ai-a-serious-ethical-challenge-for-consumerbusinesses/, (Erişim Tarihi: 14.03.2025).
54. Google Cloud. (2025). What is Artificial Intelligence (AI)? https://cloud.google.com/learn/what-isartificial-intelligence, (Erişim Tarihi: 14.03.2025).
55. Gupta, P. (2023). Leveraging machine learning and artificial intelligence for fraud prevention. SSRG International Journal of Computer Science and Engineering, 10(5), 47-52.
56. Han, Y., Chen, J., Dou, M., Wang, J., & Feng, K. (2023). The impact of artificial intelligence on the financial services industry. Academic Journal of Management and Social Sciences, 2(3), 83- 85.
57. Hassan, A. (2024). Factors driving artificial intelligence adoption in South Africa's financial services sector. Academic Journal of Interdisciplinary Studies, 13(5), 394-411.
58. He, Q., & Xue, Y. (2023). Research on the influence of digital finance on the economic efficiency of energy industry in the background of artificial intelligence. Scientific Reports, 13(1), 14984.
59. Hidayat, M., Defitri, S., & Hilman, H. (2024). The impact of artificial intelligence (AI) on financial management. Management Studies and Business Journal (Productivity), 1(1), 123-129.
60. Holzinger, A., Langs, G., Denk, H., Zatloukal, K., & Müller, H. (2019). Causability and explainability of artificial intelligence in medicine. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9(4), e1312.
61. Hovsepian, M. (2023). The benefits and risks of AI ın financial services. https://www.forbes.com/councils/forbesfinancecouncil/2023/12/26/the-benefits-and-risksof-ai-in-financial-services/, (Erişim Tarihi: 14.03.2025).
62. IBM. (2025). AI ethics in action. https://www.ibm.com/thought-leadership/institute-businessvalue/en-us/report/ai-ethics-in-action, (Erişim Tarihi: 14.03.2025).
63. Iqbal, S. (2024). Ascendancy of artificial intelligence (AI) in finance: How are financial institutions leveraging AI for competitive advantages. Journal of Business and Development Studies, 2(2), 77-101.
64. ISO. (2025). Machine learning (ML): All there is to know. https://www.iso.org/artificialintelligence/machine-learning, (Erişim Tarihi: 14.03.2025).
65. Jang, M., Jung, Y., & Kim, S. (2021). Investigating managers understanding of chatbots in the Korean financial industry. Computers in Human Behavior, 120, 106747.
66. Kaur, A., & Tanwar, A. (2024). Adoption potential and challenges of artificial intelligence in banking. Sustainable Investments in Green Finance, IGI Global, 271-293.
67. Kondybayeva, S., Daribayeva, M., Fiume, R., Abilda, S., Staroverova, O., Ponkratov, V., Vatutina, L., Shapoval, G., Mikhina, E., & Nikolaeva, I. (2024). A new concept of transforming service: Impact of generative voice chatbots on customer satisfaction and banking industry productivity. Emerging Science Journal, 8(6), 2278-2311.
68. Königstorfer, F., & Thalmann, S. (2020). Applications of artificial intelligence in commercial banks: A research agenda for behavioral finance. Journal of behavioral and Experimental Finance, 27, 100352.
69. Kshetri, N. (2021). The role of artificial intelligence in promoting financial inclusion in developing countries. Journal of Global Information Technology Management, 24(1), 1-6.
70. Kumari, B., Kaur, J., & Swami, S. (2021). System dynamics approach for adoption of artificial intelligence in finance. Advances in Systems Engineering: Select Proceedings of NSC, Springer, Singapore, 555-575.
71. Kunwar, M. (2019). Artificial intelligence in finance: Understanding how automation and machine learning is transforming the financial industry. Centria University of Applied Sciences.
72. Kuswara, Z., Pasaribu, M., Fitriana, F., & Santoso, R. (2024). Artificial intelligence in financial reports: How it affects the process’s effectiveness and efficiency. Jurnal Ilmu Keuangan Dan Perbankan, 13(2), 257-272.
73. LeanIX. (2024). AI strategy. https://www.leanix.net/en/wiki/ai-governance/ai-strategy#form, (Erişim Tarihi: 14.03.2025).
74. Maple, C., Szpruch, L., Epiphaniou, G., Staykova, K., Singh, S., Penwarden, W., Wen,Y., Wang, Z., Hariharan, J., & Avramovic, P. (2023). The AI revolution: Opportunities and challenges for the finance sector. arXiv preprint arXiv:2308.16538.
75. Martens, D., & Goethals, S. (2024). Opening the black box: how explainable AI can help us understand how algorithms work. https://theconversation.com/opening-the-black-box-howexplainable-ai-can-help-us-understand-how-algorithms-work-244080, (Erişim Tarihi: 14.03.2025).
76. McCarthy, J. (2007). What is artificial intelligence? https://trilliumdynamix.com/jmc/whatisai.pdf, 1-15, (Erişim Tarihi: 14.03.2025).
77. McKinsey & Company. (2024). What is fintech? https://www.mckinsey.com/featuredinsights/mckinsey-explainers/what-is-fintech, (Erişim Tarihi: 14.03.2025).
78. McKinsey & Company. (2025). Superagency in the workplace: Empowering people to unlock AI’s full potential, https://www.mckinsey.com/capabilities/mckinsey-digital/ourinsights/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-atwork, (Erişim Tarihi: 14.03.2025).
79. Mhlanga, D. (2020). Industry 4.0 in finance: The impact of artificial intelligence (AI) on digital financial inclusion. International Journal of Financial Studies, 8(3), 45, 1-14.
80. Michigan Tech. (2025). What is FinTech? https://www.mtu.edu/business/what-is-fintech/, (Erişim Tarihi: 14.03.2025).
81. Microsoft. (2025). What is computer vison? https://azure.microsoft.com/en-us/resources/cloudcomputing-dictionary/what-is-computer-vision#object-classification, (Erişim Tarihi: 14.03.2025).
82. Mohanty, B., & Mishra, S. (2023). Role of artificial intelligence in financial fraud detection. Academy of Marketing Studies Journal, 27(S4).
83. Moody’s. (2023). AI set to transform compliance; data, knowledge barriers remain: Moody’s Analytics study. https://www.moodys.com/web/en/us/kyc/resources/insights/ai-settransform-compliance.html, (Erişim Tarihi: 14.03.2025).
84. Mwachikoka, C. (2024). Effects of artificial intelligence on financial reporting accuracy. World Journal of Advanced Research and Reviews, 23(3), 1751-1767.
85. Nasdaq. (2024). Nasdaq releases first global financial crime report, measuring the scale and human ımpact of financial crime. https://www.nasdaq.com/press-release/nasdaq-releases-firstglobal-financial-crime-report-measuring-the-scale-and-human, (Erişim Tarihi: 14.03.2025).
86. Navarro, J. (2024). Consumers leading concerns around brands using artificial intelligence (AI) worldwide in 3rd quarter 2023 and 3rd quarter 2024. https://www.statista.com/statistics/1536458/consumer-concern-brands-aiusage/#:~:text=During%20a%202024%20global%20survey,the%20respondents%20a%20y ear%20earlier, (Erişim Tarihi: 14.03.2025).
87. Noonpakdee, W. (2020). The adoption of artificial intelligence for financial investment service. 22nd International Conference on Advanced Communication Technology (ICACT), Phoenix Park, Korea (South), 396-400.
88. Nvidia. (2025). State of AI in Financial Services: 2025 Trends. https://resources.nvidia.com/en-us2025-fsi-survey/ai-financial-services, (Erişim Tarihi: 14.03.2025).
89. Nwankwo, S. (2023). Enhancing non-financial performance in manufacturing companies through the integration of artificial intelligence in accounting information systems. Advance Journal of Management, Accounting and Finance, 8(10), 43-56.
90. Odonkor, B., Kaggwa, S., Uwaoma, P., Hassan, A., & Farayola, O. (2024). Integrating artificial intelligence in accounting: A quantitative economic perspective for the future of US financial markets. Finance & Accounting Research Journal, 6(1), 56-78.
91. OECD. (2024). Artificial intelligence (AI) in finance. https://www.oecd.org/en/topics/subissues/digital-finance/artificial-intelligence-in-finance.html, (Erişim Tarihi: 14.03.2025).
92. Perez, J., Deligianni, F., Ravi, D., & Yang, G. Z. (2018). Artificial intelligence and robotics. arXiv preprint arXiv:1803.10813, 147, 2-44.
93. Perifanis, N., & Kitsios, F. (2023). Investigating the influence of artificial intelligence on business value in the digital era of strategy: A literature review. Information, 14(2), 85, 1-42.
94. PWC. (2017). Sizing the prize. https://www.pwc.com/gx/en/issues/analytics/assets/pwc-ai-analysissizing-the-prize-report.pdf, (Erişim Tarihi: 14.03.2025).
95. PWC. (2025). PwC’s 28th Annual Global CEO Survey. https://www.pwc.com/gx/en/issues/c-suiteinsights/ceo-survey.html#introduction, (Erişim Tarihi: 14.03.2025).
96. Rane, N., Choudhary, S., & Rane, J. (2023). Leading-edge artificial intelligence (AI)-powered financial forecasting for shaping the future of investment strategies. Available at SSRN 4640828, 1-19.
97. Rane, N., Choudhary, S., & Rane, J. (2025). Acceptance of artificial intelligence: Key factors, challenges, and implementation strategies. Journal of Applied Artificial Intelligence, 5(2), 50-70.
98. Ransbotham, S., Candelon, F., Kiron, D., Khodabandeh, S., & LaFountain, B. (2021). The Cultural Benefits of Artificial Intelligence in the Enterprise. https://sloanreview.mit.edu/projects/thecultural-benefits-of-artificial-intelligence-in-the-enterprise/, (Erişim Tarihi: 14.03.2025).
99. Ren, X. (2024). Advantages, classic models, applications and future trends of machine learning infinancial industry. Exploring the Financial Landscape in the Digital Age, CRC Press, 762-767.
100. Ressem, V. (2023). Implementing AI in organizations: The role of leaders and its impact on leadership. Norwegian University of Science and Technology, Master’s Thesis.
101. Sari, R. (2025). Exploring artificial intelligence adoption in the public sector: Perceptions, attitudes and factors influencing AI adoption among government public relations practitioners in Indonesia. University of Twente, Master Thesis.
102. Schmidt, P., Biessmann, F., & Teubner , T. (2020). Transparency and trust in artificial intelligence systems. Journal of Decision Systems, 29(4), 260-278.
103. Setiawan, R., Cavaliere, L., Koti, K., Ogunmola, G., Jalil, N., Chakravarthi, M., Rajest, S. S., Regin, R., & Singh, S. (2021). The artificial intelligence and inventory effect on banking industrial performance. Turkish Online Journal of Qualitative Inquiry, 12(6), 8100-8125.
104. Shabsigh, G., & Boukherouaa, E. (2023). Generative artificial intelligence in finance: Risk considerations. International Monetary Fund, 1-20.
105. Sherif, A. (2024). Expected skill shortage due to the rise of artificial intelligence (AI) in the United States in 2023. https://www.statista.com/statistics/1424820/expected-skill-shortage-due-toai-adoption-us/, (Erişim Tarihi: 14.03.2025).
106. Shiyyab, F., Alzoubi, A., Obidat, Q., & Alshurafat, H. (2023). The impact of artificial intelligence disclosure on financial performance. International Journal of Financial Studies, 11(3), 115.
107. Singh, R., Malik, G., & Jain , V. (2021). FinTech effect: Measuring impact of FinTech adoption on banks profitability. International Journal of Management Practice, 14(4), 411-427.
108. Singhal, G., Singh, A., & Kaushik, B. (2024). The influence of artificial intelligence on the the diverse financial sector. Sustainability in Digital Transformation Era: Driving Innovative & Growth, CRC Press, 390-399.
109. Standford HAI. (2024). 2024 AI Index Report. https://aiindex.stanford.edu/report/, (Erişim Tarihi: 14.03.2025).
110. Statista. (2024a). Artificial intelligence (AI) in finance-statistics & facts. https://www.statista.com/topics/7083/artificial-intelligence-ai-in-finance/, (Erişim Tarihi: 14.03.2025).
111. Statista. (2024b). Market size of artificial intelligence (AI) in fintech from 2023 to 2024, with a forecast for 2029. https://www.statista.com/statistics/1446269/ai-in-fintech-market-sizeforecast/, (Erişim Tarihi: 14.03.2025).
112. Statista. (2025). AI challenges in banking worldwide 2024. https://www.statista.com/statistics/1254749/ai-challenges-financial-services/, (Erişim Tarihi: 14.03.2025).
113. Thiebes, S., Lins, S., & Sunyaev, A. (2021). Trustworthy artificial intelligence. Electronic Markets, 31, 447-464.
114. Thormundsson, B. (2024). Artificial intelligence (AI) market size worldwide from 2020 to 2030. https://www.statista.com/forecasts/1474143/global-ai-market-size, (Erişim Tarihi: 14.03.2025).
115. Thu, H. (2024). AI: The Keystone of Modern Payment Security Architecture. https://smartdev.com/ai-the-keystone-of-modern-payment-security-architecture/, (Erişim Tarihi: 14.03.2025).
116. Tiwari, S., Bharadwaj, S., & Joshi, S. (2021). A study of impact of cloud computing and artificial intelligence on banking services, profitability and operational benefits. Turkish Journal of Computer and Mathematics Education, 12(6), 1617-1627.
117. UAGC (The University of Arizona Global Campus). (2024). How artificial intelligence is transforming business. https://www.uagc.edu/blog/how-artificial-intelligence-transformingbusiness, (Erişim Tarihi: 14.03.2025).
118. University of San Diego. (2025). Introduction to AI applications in robotics. https://onlinedegrees.sandiego.edu/application-of-ai-in-robotics/, (Erişim Tarihi: 14.03.2025).
119. Urwin, M., & Glover, E. (2024). What is black box AI?. https://builtin.com/articles/black-box-ai, (Erişim Tarihi: 14.03.2025).
120. Vasiljeva, T., Kreituss, I., & Lulle, I. (2021). Artificial intelligence: The attitude of the public and representatives of various industries. Journal of Risk and Financial Management, 14(8), 339.
121. Wall, L. (2018). Some financial regulatory implications of artificial intelligence. Journal of Economics and Business, 100, 55-63.
122. Wanner, J., Herm, L. V., Heinrich, K., & Janiesch, C. (2022). The effect of transparency and trust on intelligent system acceptance: Evidence from a user based study. Electronic Markets, 32, 2079-2102.
123. Whitley, C. (2024). How to Navigate Privacy and AI With a Customer-Centric Approach. https://www.soci.ai/blog/ai-and-privacy/, (Erişim Tarihi: 14.03.2025).
124. Workday. (2023). Workday Global Survey: 98% of CEOs Say Their Organizations Would Benefit from Implementing AI, But Trust Remains a Concern. https://investor.workday.com/2023- 09-14-Workday-Global-Survey-98-of-CEOs-Say-Their-Organizations-Would-Benefitfrom-Implementing-AI,-But-Trust-Remains-a-Concern, (Erişim Tarihi: 14.03.2025).
125. World Economic Forum. (2025). Artificial Intelligence in Financial Services. https://reports.weforum.org/docs/WEF_Artificial_Intelligence_in_Financial_Services_202 5.pdf, (Erişim Tarihi: 14.03.2025).
126. World Economic Forum. (2025). The Future of Jobs Report 2025. https://www.weforum.org/publications/the-future-of-jobs-report-2025/digest/, (Erişim Tarihi: 14.03.2025).
127. Yawalkar, M. (2019). A study of artificial intelligence and its role in human resource management. International Journal of Research and Analytical Reviews, 6(1), 20-24.
128. Zakaria, S., Manaf, S., Amron, M., & Suffian, M. (2023). Has the world of finance changed? A review of the influence of artificial intelligence on financial management studies. Information Management and Business Review, 15(4(SI)I), 420-432.
129. Zetzsche, D., Arner, D., Buckley, R., & Tang, B. (2020). Artificial intelligence in finance: Putting the human in the loop. CFTE Academic Paper Series, 1, https://ssrn.com/abstract=3531711, (Erişim Tarihi: 14.03.2025).
130. Zhai, S., & Liu, Z. (2023). Artificial intelligence technology innovation and firm productivity: Evidence from China. Finance Research Letters, 58, 104437.