Prompt Engineering in Business Analytics for Next-Gen Digital Banking Services

The digital banking industry is undergoing significant transformation due to rapid technological advancements. This study investigates the integration of Generative Artificial Intelligence (AI) and prompt engineering into business analytics to elevate next-generation digital banking services. Utilizing large language models, we present a detailed framework that combines generative AI techniques with refined prompt engineering to enhance decision-making, customer personalization, and risk management. Our results demonstrate that the generative AI model achieves higher accuracy, precision, and recall compared to baseline models, underscoring its potential to revolutionize business analytics in the financial sector.

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Published
2024-11-26
DOI
https://doi.org/10.1109/fllm63129.2024.10852470
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
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article

Prompt Engineering in Business Analytics for Next-Gen Digital Banking Services

Yousef Jaradat, Shadi AlZu’bi, Fatima Qiyam
Big Data and Business Intelligence
article

Prompt Engineering in Business Analytics for Next-Gen Digital Banking Services

Yousef Jaradat, Shadi AlZu’bi, Fatima Qiyam
article en

Abstract

The digital banking industry is undergoing significant transformation due to rapid technological advancements. This study investigates the integration of Generative Artificial Intelligence (AI) and prompt engineering into business analytics to elevate next-generation digital banking services. Utilizing large language models, we present a detailed framework that combines generative AI techniques with refined prompt engineering to enhance decision-making, customer personalization, and risk management. Our results demonstrate that the generative AI model achieves higher accuracy, precision, and recall compared to baseline models, underscoring its potential to revolutionize business analytics in the financial sector.

Al-Zaytoonah University of Jordan (JO)
Decent work and economic growth
Openalex Percentile: Top 58%
Big Data and Business Intelligence
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