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Open Access
Article
Publication date: 6 January 2023

Christian Dietzmann, Timon Jaeggi and Rainer Alt

AI-based robo-advisory (RA) represents a FinTech application that is already replacing retail investment advisors. In private banking (PB), clients also increasingly expect…

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Abstract

Purpose

AI-based robo-advisory (RA) represents a FinTech application that is already replacing retail investment advisors. In private banking (PB), clients also increasingly expect service provision across different digital channels, but with a higher degree of personalization. Hence, the present study investigates the impact of intelligent RA on the PB investment advisory process to derive both process (re)design knowledge and strategic guidance for artificial intelligence (AI) usage for PB investment advisory.

Design/methodology/approach

The present study applies an AI process impact analysis approach by decomposing AI-based RA into three AI application types: conversational agent, customer segmentation and predictive analytics. The analysis results along a reference PB investment advisory process reveal sub-process transformations which are applied for process redesign integrating AI.

Findings

The study results imply that AI systems (1) enable seamless client journeys, (2) increase advisor flexibility, (3) support the client–advisor relationship by applying an omnichannel approach and (4) demand advisor skills to be augmented with technical and statistical knowledge.

Originality/value

The research study contributes (1) an AI process impact analysis approach, (2) derives process (re)design knowledge for AI deployment and (3) develops strategic guidance for AI usage in PB investment advisory.

Details

Journal of Electronic Business & Digital Economics, vol. 2 no. 1
Type: Research Article
ISSN: 2754-4214

Keywords

Abstract

Details

International Journal of Bank Marketing, vol. 40 no. 6
Type: Research Article
ISSN: 0265-2323

Open Access
Article
Publication date: 25 July 2022

Mustafa Nourallah, Peter Öhman and Muslim Amin

The purpose of this study is to describe and analyse the effect of a set of determinants on initial trust and behavioural intention to use financial robo-advisors (FRAs).

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Abstract

Purpose

The purpose of this study is to describe and analyse the effect of a set of determinants on initial trust and behavioural intention to use financial robo-advisors (FRAs).

Design/methodology/approach

The theory of perceived risk and the behavioural finance paradigm were used to develop a conceptual model of retail investors’ initial trust in FRAs. Data collected from 554 young retail investors (YRIs) from Sweden and Malaysia were analysed using structural equation modelling.

Findings

The results of this study indicate that the amount of public information, social media information-seeking and a rational decision style are significantly related to initial trust in FRAs, which in turn is significantly and positively related to the behavioural intention to use this technology. However, none of the risks under study significantly affect the initial trust in FRAs.

Practical implications

Information is vital to inducing YRIs to rely on FRAs, so the more public and social media information is available, the higher their intention to use this technology. However, YRIs vary in decision style, and the results suggest implementing a more sophisticated system than the current “one-size-fits-all” approach to YRI behaviour.

Originality/value

The empirical-based model enhances the knowledge of the initial phase of trust-building, when YRIs lack sufficient experience of FRAs. By collecting data from two countries, the study’s novel conclusions may help in developing effective FRA services for the youth segment.

Details

Journal of Financial Reporting and Accounting, vol. 21 no. 1
Type: Research Article
ISSN: 1985-2517

Keywords

Content available

Abstract

Details

Journal of Financial Reporting and Accounting, vol. 21 no. 1
Type: Research Article
ISSN: 1985-2517

Content available
Book part
Publication date: 12 April 2019

H. Kent Baker and Vesa Puttonen

Abstract

Details

Navigating the Investment Minefield
Type: Book
ISBN: 978-1-78769-053-0

Content available
Book part
Publication date: 10 May 2023

Abstract

Details

Contemporary Studies of Risks in Emerging Technology, Part A
Type: Book
ISBN: 978-1-80455-563-7

Content available
Book part
Publication date: 18 July 2022

Abstract

Details

Big Data Analytics in the Insurance Market
Type: Book
ISBN: 978-1-80262-638-4

Content available
Book part
Publication date: 17 February 2023

Abstract

Details

Transformation for Sustainable Business and Management Practices: Exploring the Spectrum of Industry 5.0
Type: Book
ISBN: 978-1-80262-278-2

Content available
Book part
Publication date: 15 March 2017

H. Kent Baker and Vesa Puttonen

Abstract

Details

Investment Traps Exposed
Type: Book
ISBN: 978-1-78714-253-4

Content available
Book part
Publication date: 29 January 2019

H. Kent Baker, Greg Filbeck and Halil Kiymaz

Abstract

Details

The Savvy Investor’s Guide to Pooled Investments
Type: Book
ISBN: 978-1-78973-213-9

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