The Impact of AI Transformation and Risks in Financial Services

This research presents a novel examination of the dual impacts of digital transformation and AI risks on the quality of financial services, with a particular focus on their interplay and the role of external regulatory factors. Unlike previous studies, this research offers a detailed quantitative analysis while integrating regulatory challenges and financial literacy as critical moderating factors. A survey of 84 respondents, including risk managers, IT managers, and executives from financial institutions, was conducted to analyze the specific effects of digital transformation and AI-related risks. The findings indicate that digital transformation negatively affects service quality, while AI risks positively impact operational efficiency and data analysis accuracy. However, these two variables explain only a small portion of the variance in service quality, suggesting that other factors, such as regulatory frameworks and financial literacy, play a significant role. The study recommends enhancing technological preparedness, implementing AI risk mitigation strategies, and addressing external factors to optimize service quality in the digital era.

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Publication Details

Journal
Jurnal Teknologi dan Manajemen Informatika
Published
2024-12-24
DOI
https://doi.org/10.26905/jtmi.v10i2.14122
Primary Topic
Insurance and Financial Risk Management
Type
article
Field-Weighted Citation Impact
0.00
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article

The Impact of AI Transformation and Risks in Financial Services

Marselino Wau, Jhon Firman Fau, Firdaus Laia, Ferdinand Tharorogo Wau
Jurnal Teknologi dan Manajemen Informatika
Insurance and Financial Risk Management
article

The Impact of AI Transformation and Risks in Financial Services

Marselino Wau, Jhon Firman Fau, Firdaus Laia, Ferdinand Tharorogo Wau
article en

Abstract

This research presents a novel examination of the dual impacts of digital transformation and AI risks on the quality of financial services, with a particular focus on their interplay and the role of external regulatory factors. Unlike previous studies, this research offers a detailed quantitative analysis while integrating regulatory challenges and financial literacy as critical moderating factors. A survey of 84 respondents, including risk managers, IT managers, and executives from financial institutions, was conducted to analyze the specific effects of digital transformation and AI-related risks. The findings indicate that digital transformation negatively affects service quality, while AI risks positively impact operational efficiency and data analysis accuracy. However, these two variables explain only a small portion of the variance in service quality, suggesting that other factors, such as regulatory frameworks and financial literacy, play a significant role. The study recommends enhancing technological preparedness, implementing AI risk mitigation strategies, and addressing external factors to optimize service quality in the digital era.

Jurnal Teknologi dan Manajemen InformatikaVol. 10(2)
Universitas Komputer Indonesia (ID), Institut Manajemen Koperasi Indonesia (ID)
Openalex Percentile: Top 66%
Insurance and Financial Risk Management
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The Impact of AI Transformation and Risks in Financial Services — Marselino Wau, Jhon Firman Fau, et al. · Jurnal Teknologi dan Manajemen Informatika (2024) | TGRS Research Map | TGRS