艾媒咨询 | 2024年中国数字中台市场研究报告

随着云计算、大数据、物联网、人工智能等技术的创新发展，传统产业数字化转型不断加快，数据安全和隐私问题成为用户和企业的关切点，企业对灵活、高效解决方案的需求持续增加，生态合作将成为行业发展趋势。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024年中国数字中台市场研究报告》数据显示，2022年中国数字经济总体规模达50.2万亿元，同比增长10.3%。随着传统产业数字化转型不断加快，数字经济基础设施实现跨越式进步，预计2025年达70.8万亿元。中国零售企业在物料管理、销售管理中使用到信息系统较多；零售企业使用的数字化工具主要有数字系统（75.9%）和数字营销（57.6%）；有75.4%的零售企业在接受数字中台服务商服务后经营效率提升6%-25%。数字中台市场集中度较高，大厂技术设施健全，优势明显。当前中台的行业格局由竞争转向竞合，以协同生态为核心，集众所长，企业中台趋向云化、智能化、生态化、全渠道化。
With the innovative development of cloud computing, big data, Internet of Things, artificial intelligence and other technologies, the digital transformation of traditional industries is accelerating, data security and privacy issues have become the concern of users and enterprises, and enterprises' demand for flexible and efficient solutions continues to increase, and ecological cooperation will become the development trend of the industry. According to the latest China digital market research report in 2024 released by iiMedia Research, a third-party data mining and analysis institution of the global new economy industry, the overall scale of China's digital economy reached 50.2 trillion yuan in 2022, with a year-on-year growth of 10.3%. As the digital transformation of traditional industries continues to accelerate, the digital economy infrastructure has achieved leapfrog progress, and it is expected to reach 70.8 trillion yuan by 2025. Chinese retail enterprises utilize a wide range of information systems in material management and sales management. The primary digital tools employed by retail enterprises include digital systems (75.9%) and digital marketing (57.6%). After receiving services from digital middle-platform service providers, 75.4% of retail enterprises have witnessed a 6% to 25% increase in operational efficiency. The digital middle-platform market exhibits a high degree of concentration, with large companies boasting comprehensive technical facilities and notable advantages. Currently, the middle-platform industry landscape is shifting from competition to cooperation, centered on collaborative ecosystems. It integrates the strengths of various parties, driving enterprise middle-platforms towards cloudification, intelligence, ecologization, and omni-channel development.

艾媒咨询｜2024-2025年中国协同办公行业及标杆案例研究报告

随着数字化转型和远程工作需求的推动，中国协同办公行业迅速发展，逐步发展为企业提升运营效率和团队协作方式的关键因素。在企业中通过协同办公行软件构建一套高效的服务框架，成为了企业日常运营中提升沟通效率、加强团队协作的重要工具。在行业竞争日趋激烈的环境下，中国协同办公行业不仅满足了国内企业对高效协作平台的需求，还逐渐将视野扩展到国际市场，成为全球企业服务市场的新动向。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024-2025年中国协同办公行业及标杆案例研究报告》数据显示，中国协同办公市场规模2023年已达330.1亿元，预计2025年规模将达414.8亿元。
艾媒咨询分析师认为，在全球化的大背景下，中国协同办公企业通过整合和应用具有中国特色的创新理念和技术优势，可以更有效地与国际企业建立合作关系，提升品牌竞争力。
Driven by digital transformation and the need for remote working, China's collaborative office industry has grown rapidly, gradually becoming a key factor for enterprises to improve operational efficiency and team collaboration. In the enterprise, a set of efficient service framework is built through collaborative office software, which has been becomed an important tool to improve communication efficiency and strengthen team cooperation in the daily operation of enterprises. In the increasingly competitive environment of the industry, China's collaborative office industry not only meets the needs of domestic enterprises for efficient collaboration platforms, but also gradually expands its vision to the international market, becoming a new trend in the global enterprise service market. According to the latest "2024-2025 China Collaborative Office Industry and Benchmarking Case Study Report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the scale of China's collaborative office market has reached 33.01 billion yuan in 2023. It is expected that the scale will reach 41.48 billion yuan in 2025.
Analysts from IIMedia Consulting believe that in the context of globalization, Chinese collaborative office enterprises can more effectively establish cooperative relations with international enterprises and enhance brand competitiveness by integrating and applying innovative ideas and technological advantages with Chinese characteristics.

艾媒咨询｜2024年中国信创产业发展白皮书（完整版）

得益于中国数字经济的迅猛发展，2023年中国信创产业规模达20961.9亿元，2027年有望达到37011.3亿元，中国信创市场释放出前所未有的活力。艾媒咨询数据显示，2024年中国国产PC整机市场规模将达5182.3亿元，中国协同办公市场规模将达370.7亿元。信创基础消费潜力较大，尤其在办公软件领域，办公OA、编辑类的国产软件已普遍被企业应用，如企业微信、WPS等已积累了大量的用户群体。在国家信息安全驱动的需求下，信创产品及解决方案应用将在各行各业的渗透持续加深，行业规模持续增长。
白皮书由艾媒咨询主编，汇编芯片、服务器、整机等十五个信创重要行业数据信息。白皮书共计260页、68258个字、318个图表，内容丰富、数据详实，深入剖析了中国信创产业发展现状、产业链典型细分领域成长情况、标杆企业优秀经验以及未来发展趋势，为行业提供重要参考和决策依据。
Thanks to the rapid development of China's digital economy, the scale of China's credit creation industry will reach 2096.19 billion yuan in 2023, and is expected to reach 3701.13 billion yuan in 2027. China's credit creation market has released unprecedented vitality. Iimedia Consulting data show that in 2024, China's domestic PC machine market will reach 518.23 billion yuan, and China's collaborative office market will reach 37.07 billion yuan. Xinchuang basic consumption potential is large, especially in the field of office software, office OA, editing class of domestic software has been widely used by enterprises, such as enterprise wechat, WPS, etc., has accumulated a large number of users. Under the demand driven by national information security, the application of Xinchuang products and solutions will continue to deepen the penetration in all walks of life, and the industry scale will continue to grow.
The white paper is edited by IIMedia Consulting, compiling 15 important industry data information such as chips, servers, and complete machines. The white paper, with a total of 260 pages, 68,258 words and 318 charts, is rich in content and detailed in data, and thoroughly analyzes the development status quo of China's information and innovation industry, the growth of typical segments of the industrial chain, the excellent experience of benchmarking enterprises and the future development trend, providing important reference and decision-making basis for the industry.

艾媒咨询｜2024年中国信创产业发展白皮书（精简版）

得益于中国数字经济的迅猛发展，2023年中国信创产业规模达20961.9亿元，2027年有望达到37011.3亿元，中国信创市场释放出前所未有的活力。艾媒咨询数据显示，2024年中国国产PC整机市场规模将达5182.3亿元，中国协同办公市场规模将达370.7亿元。信创基础消费潜力较大，尤其在办公软件领域，办公OA、编辑类的国产软件已普遍被企业应用，如企业微信、WPS等已积累了大量的用户群体。在国家信息安全驱动的需求下，信创产品及解决方案应用将在各行各业的渗透持续加深，行业规模持续增长。
白皮书由艾媒咨询主编，汇编芯片、服务器、整机等十五个信创重要行业数据信息。白皮书共计260页、68258个字、318个图表，内容丰富、数据详实，深入剖析了中国信创产业发展现状、产业链典型细分领域成长情况、标杆企业优秀经验以及未来发展趋势，为行业提供重要参考和决策依据。
Thanks to the rapid development of China's digital economy, the scale of China's credit creation industry will reach 2096.19 billion yuan in 2023, and is expected to reach 3701.13 billion yuan in 2027. China's credit creation market has released unprecedented vitality. Iimedia Consulting data show that in 2024, China's domestic PC machine market will reach 518.23 billion yuan, and China's collaborative office market will reach 37.07 billion yuan. Xinchuang basic consumption potential is large, especially in the field of office software, office OA, editing class of domestic software has been widely used by enterprises, such as enterprise wechat, WPS, etc., has accumulated a large number of users. Under the demand driven by national information security, the application of Xinchuang products and solutions will continue to deepen the penetration in all walks of life, and the industry scale will continue to grow.
The white paper is edited by IIMedia Consulting, compiling 15 important industry data information such as chips, servers, and complete machines. The white paper, with a total of 260 pages, 68,258 words and 318 charts, is rich in content and detailed in data, and thoroughly analyzes the development status quo of China's information and innovation industry, the growth of typical segments of the industrial chain, the excellent experience of benchmarking enterprises and the future development trend, providing important reference and decision-making basis for the industry.

艾媒咨询 | 2024-2025年中国虚拟现实产业发展及趋势分析报告

随着VR技术在核心芯片、显示屏幕、光学方案、交互技术等方面取得了显著突破，中国虚拟现实产业开始进入深度沉浸阶段，技术生态逐渐完善，行业规模不断上升。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024-2025年中国虚拟现实产业发展及趋势分析报告》数据显示，中国虚拟现实市场规模呈上升趋势，2023年中国虚拟现实市场规模达1126.0亿元，同比上升22.8%；预计2028年中国虚拟现实市场规模可达2125.9亿元。有49.0%的受访者表示会购买VR产品，43.7%的受访者表示将来会考虑购买。艾媒咨询分析师认为，虚拟现实行业技术生态逐渐完善，资本的入局推动了虚拟现实设备在分辨率、刷新率、交互方式等方面的提升，增强了虚拟现实的娱乐属性，应用场景进一步拓宽。
As VR technology has made significant breakthroughs in core chips, display screens, optical solutions, interaction technologies, etc., China's virtual reality industry has begun to enter the stage of deep immersion, the technology ecology has gradually improved, and the scale of the industry has continued to increase. The data of “2024-2025 China Virtual Reality Industry Development and Trend Analysis Report” newly released by iiMedia Research (AiMedia Consulting), a third-party data mining and analysis organization of the global new economy industry, shows that the scale of China's virtual reality market is on the rise, and the scale of China's virtual reality market in 2023 amounted to RMB 112.60 billion yuan, a year-on-year increase of 22.8%; It is expected that the size of China's virtual reality market can reach 212.59 billion yuan in 2028. 49.0% of respondents said they would buy VR products, and 43.7% said they would consider buying them in the future. Analysts from AiMedia Consulting believe that the technology ecology of the virtual reality industry has gradually improved, and the entry of capital has promoted the improvement of virtual reality equipment in terms of resolution, refresh rate, interaction mode, etc., which has enhanced the entertainment attributes of virtual reality, and the application scenarios have been further broadened.

艾媒咨询 | 2024-2025年中国婚庆行业市场及消费行为调研报告

婚姻被视为人生中最重要的里程碑之一。随着社会经济的快速发展和人们生活水平的不断提高，新人对于婚礼的期望和要求也在不断提升，婚礼不再仅仅是简单的仪式，而是成为展示个人品位、情感表达和家庭文化的重要舞台。与此同时，科技的进步和互联网的普及进一步推动了婚庆行业在视觉设计、摄影摄像等方面的发展，也为婚庆市场带来了诸多挑战。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024-2025年中国婚庆行业市场及消费行为调研报告》数据显示，目前中国20-39岁的适婚人口总量约为4.3亿人，大量的适婚人口，为中国婚庆市场增加了潜在客户。物质的极大丰富和年轻人与时俱进的观念使得消费者对婚庆的需求内容呈现多样化，花费也持续走高。2024年中国狭义婚庆行业市场规模达到2.84万亿元，广义市场规模达到14.32万亿元。艾媒咨询分析师认为，适婚人群90后和00后结婚意愿有所下降，中国婚庆市场或将迎来更大的挑战；婚庆行业消费的区域性较强，尚未形成具有全国性影响力的规模婚庆品牌，缺乏知名婚庆企业；一站式婚庆公司将成为消费者首选，婚庆领域或将诞生独角兽企业；婚礼类型呈现多元化局面，中式传统婚礼最受欢迎；数字化技术普及逐步催生线上婚礼消费增加。
Marriage is regarded as one of the most important milestones in life. With the rapid development of the social economy and the continuous improvement of people's living standards, the expectations and requirements of the newlyweds for the wedding are also constantly improving, the wedding is no longer just a simple ceremony, but has become an important stage to show personal taste, emotional expression and family culture. At the same time, the progress of science and technology and the popularity of the Internet have further promoted the development of the wedding industry in visual design, photography and other aspects, and also brought many challenges to the wedding market. According to the latest "2024-2025 China wedding industry market and consumer behavior survey report" released by iiMedia Research, data show that the total number of marriageable people between the ages of 20 and 39 in China is about 430 million. A large number of marriageable people, adding potential customers to the Chinese wedding market. The great wealth of materials and the concept of young people to keep pace with The Times have diversified consumers' demand for wedding content, and the cost has continued to rise. In 2024, the market size of China's narrow wedding industry will reach 2.84 trillion yuan, and the broad market size will reach 14.32 trillion yuan. The iiMedia consulting analysts believe that China's wedding market may face greater challenges as the post-90s and post-00s have shown a decline in their willingness to marry. The wedding industry has a strong regional consumption, has not yet formed a large-scale wedding brand with national influence, and lacks a well-known wedding enterprise; The one-stop wedding company will become the first choice of consumers, and the wedding field will be born unicorn enterprises; The wedding types show a diversified situation, Chinese traditional wedding is the most popular; The popularization of digital technology has gradually led to an increase in online wedding consumption.

艾媒咨询｜2024年中国虚拟化软件行业研究报告

随着中国虚拟行业发展战略发布实施和自主可控的发展指引，虚拟化软件行业逐渐步入了高质量发展之路。在虚拟化领域，国产软件厂商不断加大自主创新投入，虚拟化软件及相关技术的突破和产品的优化迭代，使中国软件厂商完成了对国外虚拟技术上的“超车”，核心竞争力持续增强。中国市场的虚拟化软件产品从“能用”逐渐过渡到“好用”的阶段，国外虚拟化产品不再是唯一选择。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024年中国虚拟化软件行业研究报告》数据显示，2023年中国云计算市场规模约为3097.3亿元，预计2025年将突破4000亿元，反映出中国云计算发展取得了良好的成效，云计算行业规模呈现强劲的增长态势。而虚拟化软件作为云基础设施的核心，预计2030年市场规模将突破200亿元。
艾媒咨询分析师认为，国家信创政策的支持、中国用户版权意识的觉醒以及中国企业数字化转型的需求，为服务器虚拟化市场的发展提供了肥沃的土壤。
With the release and implementation of China's virtual industry development strategy and independent and controllable development guidelines, the virtualization software industry has gradually stepped into the road of high-quality development. In the field of virtualization, domestic software manufacturers continue to increase their investment in independent innovation, breakthroughs in virtualization software and related technologies and product optimization iterations, so that Chinese software manufacturers have completed the "overtaking" of foreign virtual technology, the core competitiveness continues to strengthen. The virtualization software products in the Chinese market gradually transition from "usable" to "easy to use" stage. Foreign virtualization products are no longer the only option. According to the latest "2024 China's virtualization software industry research report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the size of China's cloud computing market in 2023 is about 309.73 billion yuan, and it is expected to exceed 400 billion yuan in 2025. It reflects that the development of cloud computing in China has achieved good results, and the scale of cloud computing industry has shown a strong growth trend. As the core of cloud infrastructure, virtualization software is expected to exceed 20 billion yuan in 2030.
Analysts from iMedia Consulting believe that the support of the national innovation policy, the awareness of copyright awareness of Chinese users and the demand for digital transformation of Chinese enterprises provide fertile soil for the development of the server virtualization market.

艾媒咨询 | 2024-2025年中国人工智能行业发展趋势研究报告

人工智能行业作为当今科技领域最具活力和潜力的前沿阵地，依托于大数据、云计算和算法技术的迅猛发展，重塑着人类社会的方方面面。深度学习算法的突破、海量数据资源的积累以及计算能力的大幅提升使人工智能技术从实验室走向了现实世界，开始在各行各业发挥着至关重要的作用，并逐渐成为推动全球科技创新和产业升级的核心力量。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024-2025年中国人工智能行业发展趋势研究报告》数据显示，2018-2024年，中国人工智能行业市场规模快速扩张，2024年达7470亿元，同比增长41.0%，预计2025年规模达到10457亿元，占全球比重达20.9%。相较2021年，2023年中国人工智能在互联网（89%）、电信（68%）、政务（65%）、金融（64%）等各领域的渗透率明显提升。中国人工智能行业市场规模不断扩大，且AI技术对各行各业的渗透率在不断提升。艾媒咨询分析师认为，技术创新与突破是人工智能发展的核心驱动力。算法优化，尤其是深度学习和强化学习的进步，显著提升了AI的智能性、效率和准确性，使其能够应对更复杂的任务。多模态融合技术的发展，让AI能够整合文本、图像、语音等不同数据类型，从而实现更全面的感知和理解，为各行各业带来创新应用的可能性。人工智能正深度融入各行业，为其带来诸多积极改变，推动各行业高质量发展。
Nowadays, as the most dynamic and potential frontier in science and technology field, artificial intelligence industry is reshaping all aspects of human society, relying on the rapid development of big data, cloud computing and algorithm technology. The breakthrough of deep learning algorithms, the accumulation of massive data resources and the substantial improvement of computing power make artificial intelligence technology from the laboratory to the real world, begin to play a crucial role in all walks of life, and gradually become the core force to promote global scientific and technological innovation and industrial upgrading. According to the latest "Research Report on the development trend of China's artificial intelligence Industry from 2024 to 2025 " released by iiMedia Research, data show that from 2018 to 2024, the market scale of China's artificial intelligence industry has expanded rapidly, reaching 747 billion yuan in 2024, increasing of 41.0% year-on-year, and is expected to reach 1045.7 billion yuan in 2025, which is accounting for 20.9% of the global share. Compared with 2021, the penetration rate of China's artificial intelligence in various fields such as the Internet (89%), telecommunications (68%), government affairs (65%), and finance (64%) in 2023 has significantly increased. The market scale of China's artificial intelligence industry continues to expand, and the penetration rate of AI technology to all walks of life continues to increase. The iiMedia consulting analysts believe that technological innovation and breakthrough are the core driving force for the development of artificial intelligence. Advances in algorithmic optimization, especially deep learning and reinforcement learning, have significantly increased AI's intelligence, efficiency, and accuracy, enabling it to tackle more complex tasks. The development of multi-modal fusion technology allows AI to integrate different data types such as text, images, and voice, so as to achieve more comprehensive perception and understanding, taking the possibility of innovative applications to various industries. Artificial intelligence is deeply integrated into various industries, bringing many positive changes to it and promoting high-quality development of various industries.

艾媒咨询 | 2025年中国企业数字化使用行为调查数据

当前中国企业数字化呈现出良好发展态势，数字化投入持续加大，数字化基础不断夯实。超九成企业在生产经营中广泛应用信息化管理系统、电子商务、云计算等技术，不同行业各有特色，信息传输、软件和信息技术服务业企业应用水平领先，在管理、采购、销售等环节普及度高，生产、研发环节应用逐步深入。根据全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年中国企业数字化使用行为调查数据》，已有86.19%的企业考虑并实施了数字化转型，说明数字化转型已成为企业经营规划中的重要组成部分。其中，制造业在数字化转型企业中占比最高，达到14.74%。其次是信息传输、计算机服务和软件业，占比14.32%。在企业数字化转型的主要困难中，组织层面缺乏整体规划的问题最为突出，其次是数据治理体系不完善和传统IT平台及架构带来的负担。未来，企业数字化转型的前景广阔，同时也挑战重重。随着这些挑战被克服，企业数字化转型将释放更大潜能，推动产业结构优化升级，助力中国经济在数字时代实现高质量发展 。（《艾媒咨询 |2025年中国企业数字化使用行为调查数据》完整高清PDF版共30页，可点击文章底部报告下载按钮进行报告下载）
Currently, the digitalization of Chinese enterprises is showing a favorable development trend with continuous increases in digital investment and continuous consolidation of the digital foundation. More than 90% of enterprises widely apply technologies such as information management systems, e-commerce, and cloud computing in their production and operation. Different industries have their own characteristics. Enterprises in the information transmission, software, and information technology service industries lead in the application level, with high popularity in management, procurement, sales, and other links, and the application in production and R&D links is gradually deepening. According to the latest "Survey data on digital usage behavior of Chinese enterprises in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, 86.19% of enterprises have considered and implemented digital transformation, indicating that digital transformation has become an important part of enterprise operation planning. Among them, the manufacturing industry accounts for the highest proportion, reaching 14.74%, among the enterprises undergoing digital transformation. Followed by the information transmission, computer services, and software industry, accounting for 14.32%. Among the main difficulties in the digital transformation of enterprises, the lack of overall planning at the organizational level is the most prominent issue, followed by the imperfect data governance system and the burden brought by traditional IT platforms and architectures. In the future, the prospects for the digital transformation of enterprises are broad, but there are also numerous challenges. As these challenges are overcome, the digital transformation of enterprises will unleash greater potential, promote the optimization and upgrading of the industrial structure, and help China's economy achieve high-quality development in the digital era.

（演讲版）中国广告主协会X艾媒咨询 | 2024-2025年中国人工智能行业发展趋势研究报告

人工智能行业作为当今科技领域最具活力和潜力的前沿阵地，依托于大数据、云计算和算法技术的迅猛发展，重塑着人类社会的方方面面。深度学习算法的突破、海量数据资源的积累以及计算能力的大幅提升使人工智能技术从实验室走向了现实世界，开始在各行各业发挥着至关重要的作用，并逐渐成为推动全球科技创新和产业升级的核心力量。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024-2025年中国人工智能行业发展趋势研究报告》数据显示，2018-2024年，中国人工智能行业市场规模快速扩张，2024年达7470亿元，同比增长41.0%，预计2025年规模达到10457亿元，占全球比重达20.9%。相较2021年，2023年中国人工智能在互联网（89%）、电信（68%）、政务（65%）、金融（64%）等各领域的渗透率明显提升。中国人工智能行业市场规模不断扩大，且AI技术对各行各业的渗透率在不断提升。艾媒咨询分析师认为，技术创新与突破是人工智能发展的核心驱动力。算法优化，尤其是深度学习和强化学习的进步，显著提升了AI的智能性、效率和准确性，使其能够应对更复杂的任务。多模态融合技术的发展，让AI能够整合文本、图像、语音等不同数据类型，从而实现更全面的感知和理解，为各行各业带来创新应用的可能性。人工智能正深度融入各行业，为其带来诸多积极改变，推动各行业高质量发展。
Nowadays, as the most dynamic and potential frontier in science and technology field, artificial intelligence industry is reshaping all aspects of human society, relying on the rapid development of big data, cloud computing and algorithm technology. The breakthrough of deep learning algorithms, the accumulation of massive data resources and the substantial improvement of computing power make artificial intelligence technology from the laboratory to the real world, begin to play a crucial role in all walks of life, and gradually become the core force to promote global scientific and technological innovation and industrial upgrading. According to the latest "Research Report on the development trend of China's artificial intelligence Industry from 2024 to 2025 " released by iiMedia Research, data show that from 2018 to 2024, the market scale of China's artificial intelligence industry has expanded rapidly, reaching 747 billion yuan in 2024, increasing of 41.0% year-on-year, and is expected to reach 1045.7 billion yuan in 2025, which is accounting for 20.9% of the global share. Compared with 2021, the penetration rate of China's artificial intelligence in various fields such as the Internet (89%), telecommunications (68%), government affairs (65%), and finance (64%) in 2023 has significantly increased. The market scale of China's artificial intelligence industry continues to expand, and the penetration rate of AI technology to all walks of life continues to increase. The iiMedia consulting analysts believe that technological innovation and breakthrough are the core driving force for the development of artificial intelligence. Advances in algorithmic optimization, especially deep learning and reinforcement learning, have significantly increased AI's intelligence, efficiency, and accuracy, enabling it to tackle more complex tasks. The development of multi-modal fusion technology allows AI to integrate different data types such as text, images, and voice, so as to achieve more comprehensive perception and understanding, taking the possibility of innovative applications to various industries. Artificial intelligence is deeply integrated into various industries, bringing many positive changes to it and promoting high-quality development of various industries.