基于人工智能和敏捷性的成功项目实施和公司竞争力模型

Inf. Comput. Pub Date : 2023-06-15 DOI:10.3390/info14060337
P. Tominc, D. Oreški, M. Rožman
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引用次数: 1

摘要

本文的目的是通过引入敏捷性和人工智能来提高公司的竞争力,提出影响项目成功实施的因素模型。在该模型中,开发了描述敏捷工作环境实现的多维结构以及人工智能技术和工具。这些多维构建是敏捷工作环境、敏捷领导、敏捷团队技能和能力、改进项目中领导者的工作、在项目中采用人工智能技术、在项目中使用人工智能解决方案。测试了它们对项目成功实施和公司竞争力的影响。进行这项研究和开发模型的根本原因是为了加强对有助于成功实施项目的因素的理解,并增加公司的竞争力。我们开发的模型包含描述敏捷工作环境和人工智能技术使用的多维结构。通过检查这些结构对成功的项目实施和公司竞争力的影响,我们旨在建立一个全面的框架,捕捉敏捷性、人工智能和成功的项目实施之间的关系。该模型为寻求改进项目实施过程并在市场中获得竞争优势的公司提供了有价值的工具。该研究基于对大中型公司473名经理/所有者的抽样调查。采用结构方程模型对假设进行检验。在当今动荡的环境中,结果将有助于制定成功结合敏捷业务实践和人工智能的指导方针,以实现成功的项目实施,提高公司的竞争力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence and Agility-Based Model for Successful Project Implementation and Company Competitiveness
The purpose of the paper is to present a model of factors affecting the successful project implementation by introducing agility and artificial intelligence to increase the company’s competitiveness. In the model, the multidimensional constructs describing the implementation of an agile work environment and artificial intelligence technologies and tools were developed. These multidimensional constructs are agile work environment, agile leadership, agile team skills and capabilities, improving the work of the leader in the project, adopting AI technologies in the project, and using AI solutions in a project. Their impact on successful project implementation and on the company competitiveness was tested. The fundamental reason for conducting this research and developing the model is to enhance the understanding of factors that contribute to the successful implementation of projects and to increase a company’s competitiveness. Our developed model encompasses multidimensional constructs that describe the agile work environment and the utilization of AI technologies. By examining the impact of these constructs on both successful project implementation and company competitiveness, we aimed to establish a comprehensive framework that captures the relationship between agility, AI, and successful project implementation. This model serves as a valuable tool for companies seeking to improve their project implementation processes and gain a competitive edge in the market. The research was based on a sample of 473 managers/owners in medium-sized and large companies. Structural equation modeling was used to test the hypotheses. In today’s turbulent environment, the results will help develop guidelines for a successful combination of agile business practices and artificial intelligence to achieve successful project implementation, increasing a company’s competitiveness.
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