How Does AI Impact Human Capital and Capability (HCC) in MBMI Processes?

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Abstract

The impact of Artificial Intelligence (AI) on Human Capital (HC) responsible for designing, reengineering, and developing Business Models (BM) has not been extensively investigated. Latest research seems to diverge on whether AI has a negative or positive impact on HC competences, HC capabilities, and Business Model Innovation (BMI) processes. Studies indicate that HC is at risk of being wasted or underutilized due to AI, as research verifies that if the human brain is not utilized as much as AI enables today, where AI takes over HC tasks and HC will be wasted, spilled or lost. Other research shows that AI can release unused HC and potential when AI designs and reengineers Business Models (BMs) and Business Model Ecosystems (BMES). In some cases, AI is even shown to be able to release unused HC when downloading, analyzing BMs, and sensing disruptive, radical, and/or incremental BMs. The paper investigates AI's impact on HC and HC's capabilities (HCC) in 7 different Multi Business Model Innovation (MBMI) processes, seeking to determine whether AI can enhance the use and potential of HC, or, conversely, hinder and reduce HCC in MBMI. The impact of AI and MBMI was studied in seven MBMI projects in different BMESs that are influenced by AI. The effect of AI on HCC was analyzed as a key finding and output to the research question: Does AI lead to HCC Waste, spill, loos or does it increase the grow, increase and release HCC potential?
Original languageEnglish
Publication dateJul 2025
Number of pages10
Publication statusPublished - Jul 2025
Event20th International Forum on Knowledge Asset Dynamics: Knowledge Futures: AI, Technology, and the New Business Paradigm - University of Naples Federico II, Naples, Italy
Duration: 2 Jul 20254 Jul 2025
Conference number: 20
https://www.ifkad.org/edition/ifkad-2025/

Conference

Conference20th International Forum on Knowledge Asset Dynamics
Number20
LocationUniversity of Naples Federico II
Country/TerritoryItaly
CityNaples
Period02/07/202504/07/2025
Internet address

Keywords

  • Human capital waste
  • Human capital potential
  • AI
  • Knowledge management
  • Multi business model innovation (MBMI)

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