{"title":"人工智能在中小企业转型中的作用:机遇与挑战","authors":"Srinivasa Rao Gunturu","doi":"10.15379/ijmst.v10i5.3470","DOIUrl":null,"url":null,"abstract":"Artificial Intelligence (AI) systems assist in enhancing data analysis with meaningful insights and promote real-time decision construction that implements blockchain technology in data security. This factor guides SMEs in managing big data by usage of predictive analysis and algorithms in reducing operational complexity in the USA. There are 33.2 million SMEs in the US and contribute 50% of the overall GDP in this country as per the 2023 report [1]. The application of AI and automation technology leads to improved work distribution and enhanced overall performance in handling the SME's services. This factor encouraged operational facilities to use the real-time tracking system and promote the level of the smart manufacturing process. The primary research used 101 participants to conduct a survey on SME employees for the transformation of SMEs with AI in analyzing opportunities and challenges. This analysis reflects that most of the employees felt encouraged to adopt AI and blockchain in expanding the overall productivity of USA SMEs.","PeriodicalId":499708,"journal":{"name":"International journal of membrane science and technology","volume":"316 2","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Role of Ai in Transforming Smes: Opportunities and Challenges\",\"authors\":\"Srinivasa Rao Gunturu\",\"doi\":\"10.15379/ijmst.v10i5.3470\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Artificial Intelligence (AI) systems assist in enhancing data analysis with meaningful insights and promote real-time decision construction that implements blockchain technology in data security. This factor guides SMEs in managing big data by usage of predictive analysis and algorithms in reducing operational complexity in the USA. There are 33.2 million SMEs in the US and contribute 50% of the overall GDP in this country as per the 2023 report [1]. The application of AI and automation technology leads to improved work distribution and enhanced overall performance in handling the SME's services. This factor encouraged operational facilities to use the real-time tracking system and promote the level of the smart manufacturing process. The primary research used 101 participants to conduct a survey on SME employees for the transformation of SMEs with AI in analyzing opportunities and challenges. This analysis reflects that most of the employees felt encouraged to adopt AI and blockchain in expanding the overall productivity of USA SMEs.\",\"PeriodicalId\":499708,\"journal\":{\"name\":\"International journal of membrane science and technology\",\"volume\":\"316 2\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International journal of membrane science and technology\",\"FirstCategoryId\":\"0\",\"ListUrlMain\":\"https://doi.org/10.15379/ijmst.v10i5.3470\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of membrane science and technology","FirstCategoryId":"0","ListUrlMain":"https://doi.org/10.15379/ijmst.v10i5.3470","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
人工智能(AI)系统有助于通过有意义的洞察力加强数据分析,促进实时决策构建,并在数据安全方面采用区块链技术。在美国,这一因素引导中小企业利用预测分析和算法管理大数据,降低运营复杂性。根据《2023 年报告》,美国有 3320 万家中小企业,贡献了该国整体 GDP 的 50%[1]。人工智能和自动化技术的应用改善了工作分配,提高了处理中小企业服务的整体绩效。这一因素鼓励运营设施使用实时跟踪系统,促进智能制造流程水平的提高。初级研究使用 101 名参与者对中小企业员工进行调查,以分析中小企业利用人工智能转型的机遇和挑战。这一分析反映出,大多数员工认为采用人工智能和区块链来扩大美国中小企业的整体生产力是值得鼓励的。
The Role of Ai in Transforming Smes: Opportunities and Challenges
Artificial Intelligence (AI) systems assist in enhancing data analysis with meaningful insights and promote real-time decision construction that implements blockchain technology in data security. This factor guides SMEs in managing big data by usage of predictive analysis and algorithms in reducing operational complexity in the USA. There are 33.2 million SMEs in the US and contribute 50% of the overall GDP in this country as per the 2023 report [1]. The application of AI and automation technology leads to improved work distribution and enhanced overall performance in handling the SME's services. This factor encouraged operational facilities to use the real-time tracking system and promote the level of the smart manufacturing process. The primary research used 101 participants to conduct a survey on SME employees for the transformation of SMEs with AI in analyzing opportunities and challenges. This analysis reflects that most of the employees felt encouraged to adopt AI and blockchain in expanding the overall productivity of USA SMEs.