Artificial Intelligence in Financial Services: Applications, Challenges, and Research Directions

Artificial intelligence (AI) is transforming the financial sector by enhancing customer experiences and optimizing core processes such as credit evaluation, risk management, and investment guidance. This paper explores how AI reshapes financial markets, addressing its applications, challenges, and future trends, while ensuring regulatory compliance in key areas such as consumer protection, market integrity, and financial stability. To achieve this, the article adopts a comprehensive review methodology, analyzing existing literature on AI's use in finance, including case studies on fraud detection, asset price forecasting, and automated investment services. The research also explores recent innovations in machine learning and their integration into traditional financial models. The findings reveal significant advancements in AI-driven solutions that contribute to more efficient decision-making processes, improved customer engagement, and enhanced risk management strategies. However, the need for equitable AI applications remains a critical concern. In conclusion, this paper highlights the current impact of AI on financial services and the anticipated developments in the near future. It underscores the importance of balancing technological innovation with fairness and inclusivity to ensure AI's sustainable growth in finance.

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Publication Details

Published
2025-05-15
DOI
https://doi.org/10.1109/iraset64571.2025.11008019
Citations
2
Primary Topic
FinTech, Crowdfunding, Digital Finance
Type
article
Field-Weighted Citation Impact
4.57
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article

Artificial Intelligence in Financial Services: Applications, Challenges, and Research Directions

Ilham Slimani, Rajae Habbal, Ilham El Farissi
2 citations
FinTech, Crowdfunding, Digital Finance
4.57
article

Artificial Intelligence in Financial Services: Applications, Challenges, and Research Directions

Ilham Slimani, Rajae Habbal, Ilham El Farissi
article en
2 citations

Abstract

Artificial intelligence (AI) is transforming the financial sector by enhancing customer experiences and optimizing core processes such as credit evaluation, risk management, and investment guidance. This paper explores how AI reshapes financial markets, addressing its applications, challenges, and future trends, while ensuring regulatory compliance in key areas such as consumer protection, market integrity, and financial stability. To achieve this, the article adopts a comprehensive review methodology, analyzing existing literature on AI's use in finance, including case studies on fraud detection, asset price forecasting, and automated investment services. The research also explores recent innovations in machine learning and their integration into traditional financial models. The findings reveal significant advancements in AI-driven solutions that contribute to more efficient decision-making processes, improved customer engagement, and enhanced risk management strategies. However, the need for equitable AI applications remains a critical concern. In conclusion, this paper highlights the current impact of AI on financial services and the anticipated developments in the near future. It underscores the importance of balancing technological innovation with fairness and inclusivity to ensure AI's sustainable growth in finance.

Mohamed I University (MA)
Decent work and economic growth
Openalex Percentile: Top 6%
FinTech, Crowdfunding, Digital Finance
4.57
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Artificial Intelligence in Financial Services: Applications, Challenges, and Research Directions — Ilham Slimani, Rajae Habbal, et al. · (2025) | TGRS Research Map | TGRS