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ISSN Approved Journal || eISSN: 2582-8185 || CODEN: IJSRO2 || Impact Factor 8.2 || Google Scholar and CrossRef Indexed

Peer Reviewed and Referred Journal || Free Certificate of Publication

Research and review articles are invited for publication in March 2026 (Volume 18, Issue 3) Submit manuscript

Personalized Banking: Leveraging AI and Machine Learning for Customer-Centric Financial Services

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  • Personalized Banking: Leveraging AI and Machine Learning for Customer-Centric Financial Services

Naveen Kumar Kokkalakonda *

Independent Researcher, USA.

Review Article

 

International Journal of Science and Research Archive, 2022, 06(02), 166-173
Article DOI: 10.30574/ijsra.2022.6.2.0214
DOI url: https://doi.org/10.30574/ijsra.2022.6.2.0214

Received on 22 June 2022; revised on 18 August 2022; accepted on 22 August 2022

Financial institutions within the services industry now experience a transformation because of artificial intelligence (AI) and machine learning (ML) which builds modern banking models that serve individual customers more effectively. AI banking solutions examine all customer data to guide financial institutions toward ideal product development and stop fraud activities with effective response guidance. The paper reviews AI and ML applications in personalized banking while discussing their effects on customer connections and predictive financial analysis and enhanced safety protection. Virtual assistants combined with AI-driven customer service agents together with intelligent systems increase business profitability through lower operational expenses and superior efficiency achievement. The banking industry faces difficulties because of implementing AI because it requires dealing with privacy violations and bias problems alongside enforcing regulatory requirements. The deployment of responsible AI in financial services requires prompt action to solve identified challenges because this will ensure transparency and fairness and proper adherence to regulations. The advancement of AI technology will play a definitive part in building the banking future through improved secure personalized financial solutions with exceptional customer experience. Research highlights that adopting AI responsibly remains crucial to develop trust along with an inclusive banking industry which demonstrates sustainability throughout time.

Artificial Intelligence; Machine Learning; Personalized Banking; Financial Services; Predictive Analytics; Fraud Detection; Customer-Centric Banking; AI-driven Automation; Digital Banking; Algorithmic Transparency

https://ijsra.net/sites/default/files/fulltext_pdf/IJSRA-2022-0214.pdf

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Naveen Kumar Kokkalakonda. Personalized Banking: Leveraging AI and Machine Learning for Customer-Centric Financial Services. International Journal of Science and Research Archive, 2022, 06(02), 166-173. Article DOI: https://doi.org/10.30574/ijsra.2022.6.2.0214

Copyright © Author(s). All rights reserved. This article is published under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, as long as appropriate credit is given to the original author(s) and source, a link to the license is provided, and any changes made are indicated.


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