The Evolution of Financial Services with AI and Machine Learning

Artificial Intelligence (AI) and Machine Learning (ML) are driving significant transformation in the global financial services sector by leveraging advanced data analytics, automation, and predictive tools. The rapid increase in digital financial transactions has heightened the importance of secure operations and data-driven strategies for improved efficiency and innovation. Financial institutions, ranging from retail banks to investment firms, are adopting AI and ML technologies to streamline decision-making processes and deliver enhanced customer experiences. These technologies are instrumental in tackling complex issues such as fraud detection, risk assessment, credit evaluation, and algorithmic trading. However, their rapid growth also poses challenges related to ethical considerations, regulatory compliance, and operational integration.This study focuses on analyzing the impact of AI and ML across various segments of the financial services industry. It aims to investigate their implementation, the resulting opportunities and challenges, and their effect on the broader financial ecosystem. By exploring emerging trends, best practices, and areas for future research, this study highlights the transformative role AI and ML play in shaping the future of financial services. Keywords:Artificial Intelligence (AI), Machine Learning (ML), Financial Services and Fintech.

Authors

Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2025-03-31
DOI
https://doi.org/10.55041/ijsrem43294
Primary Topic
FinTech, Crowdfunding, Digital Finance
Type
article
Field-Weighted Citation Impact
0.00
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article

The Evolution of Financial Services with AI and Machine Learning

Vicente Raja, Midde akhil, C. Madhu, Maddala Paparao
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
FinTech, Crowdfunding, Digital Finance
article

The Evolution of Financial Services with AI and Machine Learning

Vicente Raja, Midde akhil, C. Madhu, Maddala Paparao
article en

Abstract

Artificial Intelligence (AI) and Machine Learning (ML) are driving significant transformation in the global financial services sector by leveraging advanced data analytics, automation, and predictive tools. The rapid increase in digital financial transactions has heightened the importance of secure operations and data-driven strategies for improved efficiency and innovation. Financial institutions, ranging from retail banks to investment firms, are adopting AI and ML technologies to streamline decision-making processes and deliver enhanced customer experiences. These technologies are instrumental in tackling complex issues such as fraud detection, risk assessment, credit evaluation, and algorithmic trading. However, their rapid growth also poses challenges related to ethical considerations, regulatory compliance, and operational integration.This study focuses on analyzing the impact of AI and ML across various segments of the financial services industry. It aims to investigate their implementation, the resulting opportunities and challenges, and their effect on the broader financial ecosystem. By exploring emerging trends, best practices, and areas for future research, this study highlights the transformative role AI and ML play in shaping the future of financial services. Keywords:Artificial Intelligence (AI), Machine Learning (ML), Financial Services and Fintech.

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 09(03)
Openalex Percentile: Top 91%
FinTech, Crowdfunding, Digital Finance
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The Evolution of Financial Services with AI and Machine Learning — Vicente Raja, Midde akhil, et al. · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (2025) | TGRS Research Map | TGRS