重新构建公司以增加价值:商业模式如何适应新的人工智能环境

Gozde Turktarhan, David Aleong, Chandra Aleong
{"title":"重新构建公司以增加价值:商业模式如何适应新的人工智能环境","authors":"Gozde Turktarhan, David Aleong, Chandra Aleong","doi":"10.5038/2640-6489.7.1.1154","DOIUrl":null,"url":null,"abstract":"This paper is an examination of how technology, specifically artificial intelligence (AI), brings about changes in business models, with corresponding impacts on the fields of economics and business. Concepts such as value creation and competitive advantage have cascading effects on organizational culture and the functional framework of a firm. Data creation, management, and curation using media platforms enable enhanced scalability and logistics management such that the firm can be re-architected around a digital core. Organizational structure with functions such as marketing and human resource management are integral links in the automated value network anticipating and responding to customers' needs while providing increasing marginal rates of return to the firm. The thematic analysis used as a methodological research tool yielded examples of companies that have embraced AI platforms and this paper describes the tremendous growth these companies are experiencing. This paper critically assessed and highlighted the enormous benefits of the new business entity due to AI. There are limitations to algorithms based on historical data such as the perpetuation of bias, loss of privacy, and anti-competitive practices. The implications described include how to harness the potential benefits of technology while mitigating the drawbacks, such as the rise in the anti-competitive dominance of oligopolistic players.","PeriodicalId":448415,"journal":{"name":"Journal of Global Business Insights","volume":"72 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Re-architecting the firm for increased value: How business models are adapting to the new AI environment\",\"authors\":\"Gozde Turktarhan, David Aleong, Chandra Aleong\",\"doi\":\"10.5038/2640-6489.7.1.1154\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper is an examination of how technology, specifically artificial intelligence (AI), brings about changes in business models, with corresponding impacts on the fields of economics and business. Concepts such as value creation and competitive advantage have cascading effects on organizational culture and the functional framework of a firm. Data creation, management, and curation using media platforms enable enhanced scalability and logistics management such that the firm can be re-architected around a digital core. Organizational structure with functions such as marketing and human resource management are integral links in the automated value network anticipating and responding to customers' needs while providing increasing marginal rates of return to the firm. The thematic analysis used as a methodological research tool yielded examples of companies that have embraced AI platforms and this paper describes the tremendous growth these companies are experiencing. This paper critically assessed and highlighted the enormous benefits of the new business entity due to AI. There are limitations to algorithms based on historical data such as the perpetuation of bias, loss of privacy, and anti-competitive practices. The implications described include how to harness the potential benefits of technology while mitigating the drawbacks, such as the rise in the anti-competitive dominance of oligopolistic players.\",\"PeriodicalId\":448415,\"journal\":{\"name\":\"Journal of Global Business Insights\",\"volume\":\"72 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Global Business Insights\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5038/2640-6489.7.1.1154\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Global Business Insights","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5038/2640-6489.7.1.1154","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

本文考察了技术,特别是人工智能(AI)如何带来商业模式的变化,并对经济和商业领域产生相应的影响。诸如价值创造和竞争优势等概念对企业的组织文化和功能框架具有级联效应。使用媒体平台进行数据创建、管理和策划,增强了可扩展性和物流管理,从而使公司能够围绕数字核心重新构建。具有市场营销和人力资源管理等功能的组织结构是自动化价值网络中不可或缺的环节,在预测和响应客户需求的同时,为企业提供越来越高的边际回报率。作为方法学研究工具的主题分析产生了采用人工智能平台的公司的例子,本文描述了这些公司正在经历的巨大增长。本文批判性地评估并强调了人工智能带来的新商业实体的巨大好处。基于历史数据的算法存在局限性,例如偏见的延续、隐私的丧失和反竞争行为。所描述的影响包括如何利用技术的潜在好处,同时减轻缺点,例如寡头垄断企业反竞争主导地位的上升。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Re-architecting the firm for increased value: How business models are adapting to the new AI environment
This paper is an examination of how technology, specifically artificial intelligence (AI), brings about changes in business models, with corresponding impacts on the fields of economics and business. Concepts such as value creation and competitive advantage have cascading effects on organizational culture and the functional framework of a firm. Data creation, management, and curation using media platforms enable enhanced scalability and logistics management such that the firm can be re-architected around a digital core. Organizational structure with functions such as marketing and human resource management are integral links in the automated value network anticipating and responding to customers' needs while providing increasing marginal rates of return to the firm. The thematic analysis used as a methodological research tool yielded examples of companies that have embraced AI platforms and this paper describes the tremendous growth these companies are experiencing. This paper critically assessed and highlighted the enormous benefits of the new business entity due to AI. There are limitations to algorithms based on historical data such as the perpetuation of bias, loss of privacy, and anti-competitive practices. The implications described include how to harness the potential benefits of technology while mitigating the drawbacks, such as the rise in the anti-competitive dominance of oligopolistic players.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信