Unlocking the Potential of Gen-AI in Business Context

This research explores the benefits and challenges associated with Gen-AI tools for business improvement from the perspective of business players and academicians. Data comprises of interviews with 7 academicians and 10 European industry players. Several benefits were recognized from the use of Gen-AI in business context, mainly resolution of complex situations and operational improvement of processes. At the optimization level, industry players perceived Gen-AI with more potential than academicians. Advantages of Gen-AI were identified as strongly aligned with data quality. Both academicians and industry players highlight difficulty of identification, collection, and update of relevant data, together with the needed parsimony in decision-making about Gen-AI-produced results. This study corroborates the current awareness of scarcity in trained people to explore the full potential of Gen-AI and highlights the resistance towards its adoption by top management, especially in SMEs, which due to their scale may lack structured data and act more risk averse.

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Publication Details

Journal
Journal of Global Information Management
Published
2025-05-02
DOI
https://doi.org/10.4018/jgim.375388
Primary Topic
Big Data and Business Intelligence
Type
article
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article

Unlocking the Potential of Gen-AI in Business Context

Ana Martins, Miguel Mascarenhas, João C. Ferreira, Ricardo Correia et al.
Journal of Global Information Management
Big Data and Business Intelligence
article

Unlocking the Potential of Gen-AI in Business Context

Ana Martins, Miguel Mascarenhas, João C. Ferreira, Ricardo Correia, Ulpan Tokkozhina
article en

Abstract

This research explores the benefits and challenges associated with Gen-AI tools for business improvement from the perspective of business players and academicians. Data comprises of interviews with 7 academicians and 10 European industry players. Several benefits were recognized from the use of Gen-AI in business context, mainly resolution of complex situations and operational improvement of processes. At the optimization level, industry players perceived Gen-AI with more potential than academicians. Advantages of Gen-AI were identified as strongly aligned with data quality. Both academicians and industry players highlight difficulty of identification, collection, and update of relevant data, together with the needed parsimony in decision-making about Gen-AI-produced results. This study corroborates the current awareness of scarcity in trained people to explore the full potential of Gen-AI and highlights the resistance towards its adoption by top management, especially in SMEs, which due to their scale may lack structured data and act more risk averse.

Journal of Global Information ManagementVol. 33(1)
Iscte – Instituto Universitário de Lisboa (PT), Hospital de São João (PT)
Openalex Percentile: Top 85%
Big Data and Business Intelligence
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Unlocking the Potential of Gen-AI in Business Context — Ana Martins, Miguel Mascarenhas, et al. · Journal of Global Information Management (2025) | TGRS Research Map | TGRS