Human-centred artificial intelligence in the banking sector

Changes in technology have shaped how corporate and retail businesses have evolved, alongside the customers’ preferences. The advent of smart digital devices and social media has shaped how consumers interact and transact with their financial institutions over the past two decades. With the rapid ev...

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Main Authors: OBUCHETTIAR, Krishnaraj Arul, MEGARGEL, Alan @ Ali MADJELISI
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/sis_research/7823
https://ink.library.smu.edu.sg/context/sis_research/article/8826/viewcontent/JDB_7_3_JDB0006_Krishnaraj_Arul_and_Megargel.pdf
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spelling sg-smu-ink.sis_research-88262023-05-15T02:49:24Z Human-centred artificial intelligence in the banking sector OBUCHETTIAR, Krishnaraj Arul MEGARGEL, Alan @ Ali MADJELISI Changes in technology have shaped how corporate and retail businesses have evolved, alongside the customers’ preferences. The advent of smart digital devices and social media has shaped how consumers interact and transact with their financial institutions over the past two decades. With the rapid evolution of new technologies and customers' growing preference for digital engagement with financial institutions, organizations need to adopt and align with emerging technologies that support speed, accuracy, efficiency, and security in a user-friendly manner. Today, consumers want hyper-personalized interactions that are more frequent and proactive. Moreover, financial institutions have a growing need to cater to consumers' new demands. Financial institutions, such as banks, continuously adapt to the latest technologies to keep pace with evolving customer behaviours, needs, and experiences. One such emerging technology is Artificial Intelligence (AI). Many organizations realize the potential of AI. However, a human-centered AI system must be capable of understanding human characteristics and making decisions like humans. This paper aims to help banks understand the importance of deriving and processing customer emotions from the unstructured data captured from various omni-channels to develop full-fledged human-centered AI-enabled products and services, with emphasis on practicing a co-development mindset between the key stakeholders (Banks, IT vendors, and Focus Groups). In addition, this paper proposes a framework for banks to adopt and stay competent in the digital transformation journey. 2023-01-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/7823 https://ink.library.smu.edu.sg/context/sis_research/article/8826/viewcontent/JDB_7_3_JDB0006_Krishnaraj_Arul_and_Megargel.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Artificial intelligence ethics bias transparency customer experience banking Artificial Intelligence and Robotics Finance and Financial Management
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Artificial intelligence
ethics
bias
transparency
customer experience
banking
Artificial Intelligence and Robotics
Finance and Financial Management
spellingShingle Artificial intelligence
ethics
bias
transparency
customer experience
banking
Artificial Intelligence and Robotics
Finance and Financial Management
OBUCHETTIAR, Krishnaraj Arul
MEGARGEL, Alan @ Ali MADJELISI
Human-centred artificial intelligence in the banking sector
description Changes in technology have shaped how corporate and retail businesses have evolved, alongside the customers’ preferences. The advent of smart digital devices and social media has shaped how consumers interact and transact with their financial institutions over the past two decades. With the rapid evolution of new technologies and customers' growing preference for digital engagement with financial institutions, organizations need to adopt and align with emerging technologies that support speed, accuracy, efficiency, and security in a user-friendly manner. Today, consumers want hyper-personalized interactions that are more frequent and proactive. Moreover, financial institutions have a growing need to cater to consumers' new demands. Financial institutions, such as banks, continuously adapt to the latest technologies to keep pace with evolving customer behaviours, needs, and experiences. One such emerging technology is Artificial Intelligence (AI). Many organizations realize the potential of AI. However, a human-centered AI system must be capable of understanding human characteristics and making decisions like humans. This paper aims to help banks understand the importance of deriving and processing customer emotions from the unstructured data captured from various omni-channels to develop full-fledged human-centered AI-enabled products and services, with emphasis on practicing a co-development mindset between the key stakeholders (Banks, IT vendors, and Focus Groups). In addition, this paper proposes a framework for banks to adopt and stay competent in the digital transformation journey.
format text
author OBUCHETTIAR, Krishnaraj Arul
MEGARGEL, Alan @ Ali MADJELISI
author_facet OBUCHETTIAR, Krishnaraj Arul
MEGARGEL, Alan @ Ali MADJELISI
author_sort OBUCHETTIAR, Krishnaraj Arul
title Human-centred artificial intelligence in the banking sector
title_short Human-centred artificial intelligence in the banking sector
title_full Human-centred artificial intelligence in the banking sector
title_fullStr Human-centred artificial intelligence in the banking sector
title_full_unstemmed Human-centred artificial intelligence in the banking sector
title_sort human-centred artificial intelligence in the banking sector
publisher Institutional Knowledge at Singapore Management University
publishDate 2023
url https://ink.library.smu.edu.sg/sis_research/7823
https://ink.library.smu.edu.sg/context/sis_research/article/8826/viewcontent/JDB_7_3_JDB0006_Krishnaraj_Arul_and_Megargel.pdf
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