Artificial intelligence in knowledge management: Identifying and addressing the key implementation challenges

Risultato della ricerca: Contributo in rivistaArticolopeer review

Abstract

In today's digital landscape, Knowledge Management (KM) is crucial for organisational competitiveness. Artificial Intelligence (AI) offers transformative potential for KM practices, yet its integration presents multifaceted challenges. This study addresses significant gaps in the literature by identifying and prioritising critical challenges associated with AI integration in KM.\r\nEmploying a tripartite methodological approach, this research combines a literature review on KM and AI’s challenges, a Delphi study with domain experts, and confirmatory factor analysis (CFA) across four KM processes. Data from retail sector professionals validate the challenges identified by experts.\r\nFindings reveal a comprehensive landscape of challenges, categorised into technological, organisational, and ethical domains, with variations across different KM processes. The study contributes to the field by comprehensively exploring AI-related challenges in KM, offering a quantitative ranking, and enhancing understanding of the AI-KM interplay.\r\nThis research provides valuable insights for business leaders, facilitating the development of strategies to foster robust knowledge ecosystems. By addressing these challenges proactively, organisations can enhance their KM practices, leveraging AI to maintain competitiveness in an increasingly digital business environment. The study contributes to theoretical discourse and offers practical implications for organisations navigating AI integration in their KM practices.
Lingua originaleInglese
pagine (da-a)N/A-N/A
Numero di pagine18
RivistaTechnological Forecasting and Social Change
Volume217
Numero di pubblicazioneN/A
DOI
Stato di pubblicazionePubblicato - 2025

All Science Journal Classification (ASJC) codes

  • Business e Management Internazionale
  • Psicologia Applicata
  • Gestione della Tecnologia e dell’Innovazione

Keywords

  • Artificial intelligence (AI)
  • CFA
  • Delphi method
  • Ethical challenges
  • Knowledge application (KA)
  • Knowledge creation (KC)
  • Knowledge management (KM)
  • Knowledge sharing (KS)
  • Knowledge storage (KTS)
  • Organisational challenges
  • Technological challenges

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