艾媒咨询 | 2025年中国“一带一路”产业市场状况及标杆企业经营数据分析报告

2025年，中国“一带一路”产业在国家顶层设计引领下，稳步推进高质量发展，聚焦基础设施互联互通、国际产能合作等核心领域，推动“硬联通”与“软联通”深度融合，产业链协同效应持续释放，进入战略深化与项目提质的关键阶段。全球领先的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“一带一路”产业市场状况及标杆企业经营数据分析报告》数据显示，2025年“一带一路”产业资本市场表现高度集中，市值、营收、利润前三名企业在TOP10企业中的占比分别超八成、近六成、超七成；研发投入分化明显，头部企业中国建筑研发投入达239.79亿元，海能达研发投入占比高达20.10%；盈利能力差异显著，核心领域企业优势突出，海能达毛利率达50.80%。艾媒咨询分析师认为，2025年“一带一路”产业成长动能稳健，核心驱动力来自政策赋能、龙头引领与技术创新，大型国央企凭借全产业链优势构筑竞争护城河，高端装备与绿色基建领域成为增长亮点。当前产业处于成熟期，竞争格局稳固，估值分化显著，未来随着海外项目落地提速与产业结构优化，产业盈利韧性与发展质量将进一步提升。
In 2025, China's Belt and Road industry, under the guidance of national top-level planning, advanced steadily toward high-quality development, focusing on core areas such as infrastructure connectivity and international capacity cooperation. It promoted the deep integration of "hard connectivity" and "soft connectivity," continuously unleashed the synergistic effects of industrial chains, and entered a critical phase of strategic deepening and project quality improvement. According to the latest report titled "China Belt and Road Industry Market Status and Benchmark Enterprise Operation Data Analysis Report in 2025" released by iiMedia Research (a globally leading third-party data mining and analysis agency for new economy industries), the capital market performance of the Belt and Road industry in 2025 was highly concentrated. The top three enterprises in terms of market capitalization, revenue, and profit accounted for over 80%, nearly 60%, and over 70% of the top 10 enterprises, respectively. R&D investment showed significant divergence, with China State Construction Engineering Corporation (CSCEC) investing 23.979 billion yuan, while Hytera's R&D investment accounted for 20.10% of its total. Profitability disparities were pronounced, with core sector enterprises demonstrating notable advantages, and Hytera achieving a gross profit margin of 50.80%. Analysts from iiMedia Research noted that the Belt and Road industry will maintain steady growth momentum in 2025, driven by policy empowerment, leading enterprises, and technological innovation. Major state-owned enterprises leverage their full industrial chain advantages to build competitive barriers, with high-end equipment and green infrastructure emerging as growth highlights. The industry is currently in its mature phase, featuring a stable competitive landscape and significant valuation disparities. As overseas projects accelerate and industrial structures optimize, profitability resilience and development quality will further improve.

艾媒咨询 | 2026年3月全球主要行业投融资数据监测月报

2026年3月全球投融资市场呈现“事件数回升、金额回落”的态势，整体处于春节后调整阶段，仍保持一定活跃度。根据全球领先的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《2026年3月全球主要行业投融资数据监测月报》显示，2026年3月全球投融资事件数量达807起，环比上升38.18%；投资金额为3104.12亿人民币，环比下降76.92%。艾媒咨询分析师认为，2026年3月全球投融资市场数据波动可能与以下因素有关：一是春节假期结束后，市场主体复工复产推进，投融资活动逐步回归常态，带动事件数量稳步回升；二是全球经济处于阶段性调整期，资本更注重投资质量与回报确定性，资金向优质标的集中，进而使得整体投资金额出现回落；三是市场自身存在周期性波动，2月集中释放大额投资后，市场进入自然回调周期，赛道分化进一步加剧了资金的结构性分布差异。
In March 2026, the global investment and financing market exhibited a trend of "increased number of events but declining amounts," remaining in an adjustment phase post-Spring Festival while maintaining a certain level of activity. According to the latest monthly report titled "Global Major Industry Investment and Financing Data Monitoring Monthly Report for March 2026" released by iiMedia Research (a leading third-party data mining and analysis agency for new economy industries), there were 807 global investment and financing events in March 2026, marking a 38.18% month-on-month increase, while the investment amount totaled 310.412 billion RMB, down 76.92% month-on-month. Analysts from iiMedia Research noted that the fluctuations in March 2026's global investment and financing market data may be attributed to the following factors: First, after the Spring Festival holiday, businesses resumed operations and production, gradually returning investment and financing activities to normal, which drove a steady rebound in the number of events. Second, the global economy was in a phase of adjustment, with capital placing greater emphasis on investment quality and return certainty, leading to concentrated flows toward high-quality targets and consequently a decline in overall investment amounts. Third, the market itself experienced cyclical fluctuations—after a surge of large-scale investments in February, the market entered a natural adjustment cycle, further exacerbating structural distribution disparities in capital allocation across sectors.

艾媒咨询 | 2025年12月全球主要行业投融资数据监测月报

2025年12月投融资规模整体呈现回落，但投资金额仍高于年初水平，反映出市场整体仍保持一定的活跃度。根据全球领先的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12月全球主要行业投融资数据监测月报》显示，2025年12月投融资事件数量为879起，环比下降2.5%；投资金额为3239.30亿人民币，环比下降4.2%。艾媒咨询分析师认为，本月数据波动可能与以下因素有关：一是行业周期性变化，年底企业资金回笼需求上升，导致投资活跃度降低；二是监管政策近期趋于严格，部分领域投资积极性受到抑制；三是全球经济不确定性加大，投资者态度转向谨慎。

艾媒咨询 | 2025年第三季度全球主要行业投融资数据监测季报

2025年第三季度全球主要行业投融资事件数量和金额均呈上升趋势，市场整体表现活跃。根据全球领先的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年第三季度全球主要行业投融资数据监测季报》显示，2025年第三季度的投融资金额为18044.82亿人民币，投融资事件数量为2505起。艾媒咨询分析师认为，该季度数据变化受多重因素影响。一方面，科技、医疗等行业在特定周期内需求集中释放，政策支持进一步引导资金流向重点领域；另一方面，市场环境整体改善，投资者信心增强，资金流动性显著提升。本季度的特殊性在于投融资金额的大幅上升，可能与大型投资项目或并购活动有关。与历史趋势对比，本季度的投融资事件数量和金额均呈上升趋势，显示出市场活跃度增加，整体投资热情高涨。
In the third quarter of 2025, the number and amount of investment and financing events in major global industries both showed an upward trend, indicating an overall active market. According to the latest "2025 Third Quarter Global Major Industry Investment and Financing Data Monitoring Quarterly Report" released by iiMedia Research (iimedia research), a leading third-party data mining and analysis institution for the new economy industry, the investment and financing amount in the third quarter of 2025 was 1,804.482 billion RMB, and the number of investment and financing events was 2,505. Analysts from iiMedia Research believe that the changes in the data of this quarter were influenced by multiple factors. On the one hand, industries such as technology and healthcare experienced a concentrated release of demand within a specific period, and policy support further guided capital towards key areas. On the other hand, the overall market environment improved, investor confidence increased, and capital liquidity significantly enhanced. The particularity of this quarter lies in the substantial increase in investment and financing amounts, which may be related to large-scale investment projects or merger and acquisition activities. Compared with historical trends, both the number and amount of investment and financing events in this quarter showed an upward trend, demonstrating an increase in market activity and a high overall investment enthusiasm.

艾媒咨询 | 2025年9月全球主要行业投融资数据监测月报

2025年9月，全球主要行业投融资事件与金额均实现显著增长，其中投融资金额创下历史新高。根据全球领先的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9月全球主要行业投融资数据监测月报》显示，2025年9月的投融资事件数量环比上升19.3%，金额环比上升333.7%。本月投融资事件和金额的显著增长可能与行业周期性活动、政策利好、市场环境改善等因素有关。例如，某些行业可能在特定时期迎来投资热潮，或者政府出台了刺激投资的政策。本月的特殊性可能在于某些大型投资项目或并购活动的完成，导致金额激增。与历史趋势相比，本月的投融资金额创下新高，反映出当前市场活跃度的提升与投资者信心的进一步增强。
In September 2025, both the number of investment and financing events and the amount involved in major global industries saw significant growth, with the financing amount reaching a record high. According to the latest "Global Major Industry Investment and Financing Data Monitoring Monthly Report" released by iiMedia Research (iimedia research), a leading third-party data mining and analysis institution for the new economy industry, the number of investment and financing events in September 2025 increased by 19.3% month-on-month, and the amount increased by 333.7% month-on-month.The significant increase in investment and financing events and amounts this month may be related to factors such as cyclical activities in the industry, favorable policies, and improved market conditions. For instance, certain industries may experience an investment boom during specific periods, or the government may have introduced policies to stimulate investment. The uniqueness of this month might lie in the completion of some large-scale investment projects or mergers and acquisitions, leading to a sharp rise in the amounts involved. Compared with historical trends, the investment and financing amounts this month have reached a new high, reflecting the enhanced market activity and further strengthened investor confidence.

艾媒咨询 | 2025年中国数字人民币发展概况与用户行为调查数据

自2014年央行启动数字人民币研究以来，数字人民币已从理论探索阶段大步迈入试点推广与生态构建的关键时期。根据全球领先的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年中国数字人民币发展概况与用户行为调查数据》数据显示，中国移动支付交易规模整体呈增长态势。2024年中国移动支付规模为563.7万亿元，反映出数字化和便捷化支付对中国居民生活的深刻影响。在2025年中国用户开通数字人民币服务原因中，占比最高的是“免手续费”，达到54.58%；其次是“可以离线支付”，占比为53.70%。这些数据表明实用性和便捷性是数字人民币用户选择数字人民币的主要考虑因素。在2025年中国用户认为数字人民币优势中，提升央行对货币供给和流通的控制力以41.48%的比例最高，显示出数字人民币用户对数字人民币在货币政策执行方面的高度认可；现金的使用量减少，通货增幅减少以37.24%位列第二，表明数字人民币用户认为数字人民币有助于减少现金依赖，降低通货膨胀风险。
艾媒咨询分析师认为，未来数字人民币将全方位渗透各领域，深度融入经济生活。在民生消费场景中，其将进一步下沉至偏远地区与小众商户，结合消费补贴、专属优惠等活动，提升用户使用黏性，预计在日常小额支付中的占比将大幅提升；对公领域，借助智能合约技术，在企业间结算、供应链金融等复杂业务场景实现流程简化与风险可控，成为企业资金流转的重要方式；跨境支付方面，随着国际合作推进与技术适配完成，数字人民币将在 “一带一路”沿线及周边贸易中率先实现规模应用，简化结算流程，降低汇兑成本，助力人民币国际化进程迈出关键步伐。各参与主体需强化技术协同创新，提升系统稳定性与安全性，优化用户体验，加速构建数字人民币成熟生态，推动其在经济高质量发展中发挥更大效能。
Since the central bank launched the research on the digital RMB in 2014, the digital RMB has made great strides from the theoretical exploration stage to the critical period of pilot promotion and ecosystem construction. According to the latest "Overview of the development of China's digital RMB in 2025 and user behavior survey data" released by iiMedia Research, a leading third-party data mining and analysis institution for the new economy industry worldwide, the overall transaction volume of mobile payment in China shows a growth trend. In 2024, the scale of mobile payment in China was 563.7 trillion yuan, reflecting the profound impact of digital and convenient payment on the lives of Chinese residents. Among the reasons for Chinese users to activate digital RMB services in 2025, the one with the highest proportion is "no handling fee", reaching 54.58%. The second is "offline payment is available", accounting for 53.70%. These data indicate that practicality and convenience are the main considerations for digital RMB users when choosing digital RMB. Among the advantages of the digital RMB perceived by Chinese users in 2025, the proportion of enhancing the central bank's control over the money supply and circulation was the highest at 41.48%, demonstrating the high recognition of the digital RMB by users in the implementation of monetary policy. The usage of cash decreased, and the inflation rate decreased by 37.24%, ranking second. This indicates that users of the digital RMB believe that the digital RMB helps reduce cash dependence and lower the risk of inflation.
Analysts from iiMedia Research believe that in the future, the digital RMB will fully penetrate all fields and deeply integrate into economic life. In the scenarios of people's livelihood consumption, it will further extend to remote areas and niche merchants, and combine activities such as consumption subsidies and exclusive discounts to enhance user stickiness. It is expected that its proportion in daily small payments will increase significantly. In the corporate sector, by leveraging smart contract technology, process simplification and risk control can be achieved in complex business scenarios such as inter-enterprise settlement and supply chain finance, becoming an important way for enterprises to flow funds. In terms of cross-border payments, with the advancement of international cooperation and the completion of technological adaptation, the digital RMB will be first applied on a large scale in trade along and around the Belt and Road Initiative, simplifying the settlement process and reducing exchange costs, thus facilitating a crucial step forward in the internationalization of the RMB. All participating entities need to enhance technological collaborative innovation, improve the stability and security of the system, optimize user experience, accelerate the construction of a mature ecosystem for the digital RMB, and promote its greater effectiveness in high-quality economic development.

艾媒咨询 | 2025年中国财经新闻用户消费行为调查数据

随着数字化阅读技术的迭代升级，2025年中国财经用户关注呈现渠道移动化、内容专业化特征，聚焦实时行情分析、政策解读及投资策略，偏好短视频与数据可视化呈现形式，付费意愿向深度报告倾斜。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年中国财经新闻用户消费行为调查数据》数据显示，94.90%的用户表示会主动关注财经新闻。用户获取资讯渠道呈现移动化特征，微博/微信与抖音/快手两大社交平台占据主导地位，短视频内容传播效能显著增强。在阅读习惯方面，51.54%用户保持每周4-5次高频接触，单次阅读时长集中于4-10分钟，午间12-14点形成阅读高峰。内容需求聚焦行业经济动态，长视频以41.45%的占比成为最受青睐的呈现形式。用户互动行为呈现积极态势，51.68%受访者习惯通过点赞表达认可。付费阅读需求强劲，69.08%用户倾向为课程、讲坛等知识型产品付费，显示深度内容商业化潜力。但调研同时揭示现存问题：信息过载导致筛选成本升高，垂直领域专业度不足，以及互动功能同质化制约用户体验。艾媒咨询分析师认为，财经媒体需构建“精准推送+深度解读”双轮驱动模式，依托AI技术优化内容分发效率，强化行业专家智库建设以提升专业壁垒。同时应开发差异化付费产品矩阵，完善用户分层运营体系，并在交互设计中融入社交裂变机制，以激活平台生态活力。
With the iteration and upgrade of digital reading technology, in 2025, Chinese financial users pay attention to the characteristics of mobile channels and professional content, focusing on real-time market analysis, policy interpretation and investment strategy, preferring short video and data visualization, and paying willingness to tilt towards in-depth reports. According to the latest "China financial news user consumption behavior survey data in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, 94.90% of users said they would take the initiative to pay attention to financial news. The channels for users to obtain information show the characteristics of mobile, and the two social platforms of Weibo/wechat and Douyin/Kuaishou occupy the dominant position, and the transmission efficiency of short video content has been significantly enhanced. In terms of reading habits, 51.54% users maintain 4-5 high-frequency contacts per week, and the single reading time is concentrated in 4-10 minutes, and the reading peak is formed at 12-14 o 'clock in the afternoon. Content demand focuses on the economic dynamics of the industry, and long video has become the most favored form of presentation with 41.45% of the total. User interaction showed a positive trend, and 51.68% of respondents used to express recognition through likes. The demand for paid reading is strong, and 69.08% of users tend to pay for knowledge-based products such as courses and lectures, showing the commercialization potential of in-depth content. However, the survey also revealed existing problems: information overload leading to higher screening costs, lack of expertise in vertical fields, and homogenization of interactive features restricting user experience. iiMedia Research believe that financial media need to build a two-wheel drive model of "accurate push + deep interpretation", rely on AI technology to optimize the efficiency of content distribution, and strengthen the construction of industry expert think tanks to enhance professional barriers. At the same time, a differentiated paid product matrix should be developed, a hierarchical user operation system should be improved, and a social fission mechanism should be incorporated into the interaction design to activate the ecological vitality of the platform.

艾媒咨询 | 2025年中国AI数字人行业消费行为调查数据

目前，AI 数字人发展态势迅猛，已广泛渗透于各个行业中。新型数字人生成工具也在持续迭代，功能持续优化。在市场层面上，企业对 AI 数字人产品的接受度也在稳步提升。众多企业引入 AI 数字人后，工作流程得以优化，效率显著提升，成本亦有效降低，为企业发展注入全新活力 。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AI数字人行业消费行为调查数据》数据显示，当前使用AI数字人的企业主要分布在电子商务、卫生及社会保障和社会福利业、教育和金融等行业，并主要集中在小型企业中，占比达到58.78%。同时，有65.03%的企业已将AI数字人应用到公司发展实践中，说明AI数字人在中国企业中的实际应用已经相当广泛。企业在对AI数字人的功能需求中，对多模态能力（文字、图片、语音、视频处理能力）的需求最高，其次是自然语言理解和人机互动。同时，企业对产品易用性和隐私信息安全的关注度最高，分别达到29.39%和28.72%的占比。企业在持续加大对 AI 数字人应用投入的同时，也在面临诸多挑战。数据显示，数据安全与隐私保护面临的挑战最大，其次就是法规政策与伦理道德。未来随着企业不断完善数据安全保障措施，AI 数字人有望在企业与消费者之间搭建起更紧密、高效的沟通桥梁，为消费者带来更优质、个性化的消费体验，助力企业在激烈的市场竞争中开拓新的增长路径。
　　Currently, AI digital humans are developing at a rapid pace and have been widely integrated into various industries. New-generation digital human generation tools are continuously being iterated, with their functions being continuously optimized. In terms of the market, enterprises' acceptance of AI digital human products is steadily increasing. After many enterprises introduced AI digital humans, their work processes have been optimized, their efficiency has been significantly improved, and their costs have been effectively reduced, injecting new vitality into the development of enterprises.According to the latest "Survey data on consumer behavior in China's AI digital human industry in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, enterprises currently using AI digital humans are mainly distributed in industries such as e-commerce, health and social security, social welfare, education, and finance, and are mainly concentrated in small enterprises, accounting for 58.78%. At the same time, 65.03% of enterprises have applied AI digital humans to the practice of corporate development, indicating that the practical application of AI digital humans in Chinese enterprises is already quite extensive.Among enterprises' functional requirements for AI digital humans, the demand for multimodal capabilities (text, image, voice, and video processing capabilities) is the highest, followed by natural language understanding and human-computer interaction. Meanwhile, enterprises pay the most attention to the ease of use of products and the security of private information, accounting for 29.39% and 28.72% respectively.While enterprises are continuously increasing their investment in the application of AI digital humans, they are also facing many challenges. Data shows that data security and privacy protection face the greatest challenges, followed by regulatory policies and ethics. In the future, as enterprises continue to improve data security protection measures, AI digital humans are expected to build a closer and more efficient communication bridge between enterprises and consumers, bringing consumers a better and more personalized consumption experience, and helping enterprises open up new growth paths in the fierce market competition.

艾媒咨询 | 2025年中国投资者股票市场投资行为分析报告

股票市场作为金融市场的重要组成部分，不仅是企业融资的关键渠道，更是投资者实现财富增值的重要场所。其波动不仅反映了宏观经济的运行状况，也受到众多微观因素的影响。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年中国投资者股票市场投资行为分析报告》数据显示，在股票投资领域，中国投资者的行为和偏好呈现出鲜明特点。41.83% 的中国投资者将资金投入科技创新板/创业板，这一占比最高，彰显出他们对科技股的浓厚兴趣。同时，偏好长期投资的投资者占比达34.96% ，体现出部分投资者稳健的投资理念。而超六成投资者认为国家总体经济形势及其持续增长态势对投资决策影响最大，并且他们期望未来能加大对创新型科技板块的投资。艾媒咨询分析师认为，科技股在投资者心中占据重要地位，经济形势是投资决策的关键考量，创新型科技板块投资前景较为广阔。
As an important part of the financial market, the stock market is not only a key channel for corporate financing, but also an important place for investors to realize wealth appreciation. Its fluctuation not only reflects the running state of macro economy, but also is affected by many micro factors. According to the latest "Analysis report on investment behavior of Chinese investors in stock market in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the behavior and preferences of Chinese investors in the field of stock investment show distinctive characteristics. 41.83% of Chinese investors put their money into the technology innovation Board/GEM, the highest proportion, highlighting their strong interest in technology stocks. At the same time, investors who prefer long-term investment accounted for 34.96%, reflecting the stable investment concept of some investors. More than 60% of investors believe that the country's overall economic situation and its continued growth have the greatest impact on investment decisions, and they expect to increase investment in innovative technology sectors in the future. Imedia Consulting analysts believe that technology stocks occupy an important position in the hearts of investors, the economic situation is a key consideration in investment decisions, and the investment prospects of innovative technology sectors are broad.

（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.