Journal of Central Banking Law and Institutions
Vol. 5 No. 1 (2026)

Exploring AI Integration in Financial Institutions: Challenges, Compliance, and Quality Assurance's Role in Security

Rahmatullah, Tasneem (Unknown)
Nozlan, Nurul Nadia (Unknown)



Article Info

Publish Date
23 Jan 2026

Abstract

The use of Artificial Intelligence (AI) in financial institutions offers significant opportunities while raising concerns about regulatory compliance, security, and the changing function of Quality Assurance (QA). This research explores the impact of AI integration on fairness, transparency, and financial inclusion in the Malaysian financial sector, and investigates the challenges QA professionals face in navigating the dynamic regulatory landscape, with a focus on data privacy and cross-border regulations. It also examines QA’s role in mitigating technological risks, addressing security vulnerabilities, and supporting organisational transformation. Employing a qualitative methodology, the study combines a desk review of existing literature and a semi-structured interview with an Enterprise Architecture and Quality Assurance Specialist from Bank Muamalat Malaysia Berhad (BMMB). By triangulating theoretical frameworks with practical insights from industry professionals, the study finds that QA plays a pivotal role in ensuring the responsible and secure implementation of AI. Specifically, findings highlight the need for robust QA processes to address algorithmic bias, ensure transparency in AI decision-making, and promote inclusive access to financial services. This research contributes to the discourse on responsible AI adoption in the financial sector by providing practical recommendations for financial institutions seeking to implement responsible AI strategies. This research was conducted in accordance with ethical research standards.

Copyrights © 2026






Journal Info

Abbrev

jcli

Publisher

Subject

Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Law, Crime, Criminology & Criminal Justice Social Sciences

Description

Journal of Central Banking Law and Institutions (JCLI) is an international peer-reviewed journal. ​​JCLI publishes triannually. JCLI focuses on a range of topics examining the intersection of central banking law and institutions on the monetary, financial system, and payment systems that include ...