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Invite colleaguesUnderstanding human-centred artificial intelligence in the banking sector
Abstract
The advent of smart digital devices and social media has shaped how consumers interact and transact with their financial institutions. Consumers increasingly want hyper-personalised interactions that are more frequent and proactive, while 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 organisations realise the potential of AI; however, a human-centred AI system must be capable of understanding human characteristics and making decisions like humans. This paper presents an empirical study, involving survey participants from three different groups: banks, IT vendors and focus groups. Emphasis is placed on understanding the effect of practising a co-development mindset between these three key stakeholder groups on the outcome of developed human-centred AI-enabled products and services. The survey results show that capturing and processing human emotions (HE) to train an AI model improves customer experience and trustworthiness, and a co-development mindset practised between the IT vendor and the bank will positively influence the effectiveness of human-centred AI-enabled products and services.
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Author's Biography
Obuchettiar Krishnaraj Arul , PhD, has over 15 years’ experience in the banking industry as an implementation consultant. Obuchettiar holds a Doctor of Business Administration from Singapore Management University, a Master of Management of Technology from the National University of Singapore and a Master of Computer Applications and Bachelor of Science from the University of Madras, India.
Alan Megargel , PhD, is Associate Professor of Information Systems (Practice) at Singapore Management University where he serves as Coordinator for the undergraduate Financial Technology Career Track. His current areas of specialisation include enterprise architecture in banking, service-oriented architecture (SOA), payments technology and non-bank FinTech alternative financial services. Alan has 30 years’ industry experience including Chief Technology Officer at TIBCO Software Asia, Vice President and Head of SOA at OCBC Bank and Senior Enterprise Architect at ANZ Bank. His banking technology experience covers retail and corporate banking, Basel II, data warehouse, data centre operations and technology infrastructure. Alan holds a Doctor of Innovation from Singapore Management University, and a Master of Science in Software, Systems and Information Engineering from the University of Sheffield.