AI for financial services: An Asian perspective
Artificial intelligence technologies have provided opportunities for delivering innovative financial services to the customers. Additionally, they can help to streamline and optimize business processes ranging from credit decisions to quantitative trading and financial risk management. However, the...
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2022
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sg-smu-ink.sis_research-81772022-06-29T09:44:31Z AI for financial services: An Asian perspective MEGARGEL, Alan @ Ali MADJELISI SHANKARARAMAN, Venky, Artificial intelligence technologies have provided opportunities for delivering innovative financial services to the customers. Additionally, they can help to streamline and optimize business processes ranging from credit decisions to quantitative trading and financial risk management. However, the adoption and drive of such innovation is dependent on market maturity in terms of customer acceptance, innovation culture in organizations, development of appropriate regulations, and the presence of robust financial services technology infrastructure. In this chapter, we examine this from an Asian perspective, the current state of maturity of AI in the financial services industry and outline a possible plan of action by which banks and other financial services in the region may reinvent themselves by leveraging AI technologies. The chapter emphasizes the need for human centred AI systems that take into consideration four elements namely ethics, bias, transparency, and consequence. 2022-05-01T07:00:00Z text https://ink.library.smu.edu.sg/sis_research/7174 Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University AI financial services FinTech Asia use cases Human-Centred AI Artificial Intelligence and Robotics Asian Studies Finance and Financial Management Technology and Innovation |
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AI financial services FinTech Asia use cases Human-Centred AI Artificial Intelligence and Robotics Asian Studies Finance and Financial Management Technology and Innovation MEGARGEL, Alan @ Ali MADJELISI SHANKARARAMAN, Venky, AI for financial services: An Asian perspective |
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Artificial intelligence technologies have provided opportunities for delivering innovative financial services to the customers. Additionally, they can help to streamline and optimize business processes ranging from credit decisions to quantitative trading and financial risk management. However, the adoption and drive of such innovation is dependent on market maturity in terms of customer acceptance, innovation culture in organizations, development of appropriate regulations, and the presence of robust financial services technology infrastructure. In this chapter, we examine this from an Asian perspective, the current state of maturity of AI in the financial services industry and outline a possible plan of action by which banks and other financial services in the region may reinvent themselves by leveraging AI technologies. The chapter emphasizes the need for human centred AI systems that take into consideration four elements namely ethics, bias, transparency, and consequence. |
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text |
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MEGARGEL, Alan @ Ali MADJELISI SHANKARARAMAN, Venky, |
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MEGARGEL, Alan @ Ali MADJELISI SHANKARARAMAN, Venky, |
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MEGARGEL, Alan @ Ali MADJELISI |
title |
AI for financial services: An Asian perspective |
title_short |
AI for financial services: An Asian perspective |
title_full |
AI for financial services: An Asian perspective |
title_fullStr |
AI for financial services: An Asian perspective |
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AI for financial services: An Asian perspective |
title_sort |
ai for financial services: an asian perspective |
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Institutional Knowledge at Singapore Management University |
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2022 |
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https://ink.library.smu.edu.sg/sis_research/7174 |
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1770576252017573888 |