Gen-AI’s effects on new value propositions in business model innovation: Evidence from information technology industry

IF 10.9 1区 管理学 Q1 ENGINEERING, INDUSTRIAL Technovation Pub Date : 2025-05-01 Epub Date: 2025-03-15 DOI:10.1016/j.technovation.2025.103191
Dequn Teng , Chen Ye , Veronica Martinez
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Abstract

Generative AI (Gen-AI) with its evolving natural language capabilities is dramatically changing the way that businesses operate and customers consume their products and services. While existing literature discusses Gen-AI’s impact on computer science and engineering, its adoption significantly influences business models across various industries. This paper focuses on how Gen-AI affects new value propositions within business model innovation (BMI). The qualitative research method is adopted in this research. The data is collected and analyzed through 32 semi-structured interviews and archival sources. The study identifies five approaches — knowledge querying-based cloud solutions, content creation, AI agents, foundation models, and upstream industry chain infrastructure — that Gen-AI affects new value propositions in BMI. This research introduces empirical evidence from the information technology (IT) industry, broadening the contextual boundaries of Gen-AI’s new value propositions in BMI. The study advances beyond isolated mechanisms, providing a quadrant view and process map to illustrate the interrelated dynamic effects of Gen-AI’s new value propositions in both radical and incremental BMI.
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Gen-AI对商业模式创新中新价值主张的影响:来自信息技术产业的证据
生成式人工智能(Gen-AI)凭借其不断发展的自然语言能力,正在极大地改变企业运营和客户消费其产品和服务的方式。虽然现有文献讨论了Gen-AI对计算机科学和工程的影响,但它的采用对各个行业的商业模式产生了重大影响。本文关注Gen-AI如何影响商业模式创新(BMI)中的新价值主张。本研究采用定性研究方法。数据是通过32个半结构化访谈和档案来源收集和分析的。该研究确定了五种方法——基于知识查询的云解决方案、内容创建、人工智能代理、基础模型和上游产业链基础设施——Gen-AI将影响BMI的新价值主张。本研究引入了来自信息技术(IT)行业的经验证据,拓宽了Gen-AI在BMI中的新价值主张的语境边界。该研究超越了孤立的机制,提供了一个象限视图和流程图,以说明Gen-AI的新价值主张在激进和增量BMI中的相互关联的动态影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Technovation
Technovation 管理科学-工程:工业
CiteScore
15.10
自引率
11.20%
发文量
208
审稿时长
91 days
期刊介绍: The interdisciplinary journal Technovation covers various aspects of technological innovation, exploring processes, products, and social impacts. It examines innovation in both process and product realms, including social innovations like regulatory frameworks and non-economic benefits. Topics range from emerging trends and capital for development to managing technology-intensive ventures and innovation in organizations of different sizes. It also discusses organizational structures, investment strategies for science and technology enterprises, and the roles of technological innovators. Additionally, it addresses technology transfer between developing countries and innovation across enterprise, political, and economic systems.
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