Browsing by Author "Hentunen, Aleksi"

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  • AI Paradox and How to Overcome the Barriers for Scaling: Multi-Company Case Study
    (2021-05-19) Hentunen, Aleksi
     Perustieteiden korkeakoulu | Master's thesis
    PURPOSE OF STUDY The purpose of this thesis is to understand the difficulties related to successful scaling of Artificial Intelligence projects and implementations. The aim is to find and study the potential barriers for scaling and provide actionable solutions to these challenges. THEORETHICAL BACKGROUND AND METHODOLOGY The literature review consists of overview on AI technologies and different aspects of novel technology project implementation, change management practices and briefly inspecting AI as a tool for decision making. The data for this thesis is gathered by conducting 7 qualitative interviews in 6 different case companies. FINDINGS The findings of this thesis illustrate that AI implementation is multi-disciplined challenge and that there are some barriers for scaling, especially for SME organizations. However, by anticipating and addressing the challenges early on, AI team leads can have better chances at succeeding.
  • Peliteoria yritystoiminnan työkaluna
    (2017-09-04) Hentunen, Aleksi
     Perustieteiden korkeakoulu | Bachelor's thesis