变化在企业的发展过程中是一种普遍现象，然而，相较于过去，当前的变化速度显然更为迅猛。市场的频繁波动和劳动力规划 的持续调整，使得企业领导者在决策时面临着更加严峻的挑战。他们必须以更加谨慎的态度和更小的容错空间来应对日益增加 的不确定性因素。在这种复杂多变的经济环境下，动态战略的制定和情境规划的运用显得尤为重要。 为了有效应对这些挑战，企业迫切需要借助先进的预测分析工具。随着预测分析技术不断集成到财务规划和业务运营系统中， 它正在从根本上改变企业的传统运营模式。通过这项技术，企业不仅能够更加准确地预测未来的市场趋势和现金流走势，还能 优化供应链，从而提升整体运营效率和竞争力。 PART 1 什么是预测分析？ 预测分析是一种运用先进的统计方法、人工智能和自动化数据处理技术，为企业提供未来规划见解的方法。它通过识别过去和 当前数据中的信息，帮助企业管理者更深入地理解其业务的优势和未来趋势。预测分析可分为描述性分析和规范性分析两大 类。描述性分析回顾历史，解释已发生的事件，并提供对绩效的事后评估；规范性分析则前瞻未来，为企业提供更优的行动方 案以获取更佳成果。 预测分析的关键步骤包括： 当预测分析与企业的业务目标紧密 ...

每经AI快讯，2025年世界互联网大会乌镇峰会今天(7日)上午在浙江乌镇开幕。今年峰会聚焦构建网络 空间命运共同体理念提出10周年，在集中呈现全球互联网领域最新发展成果的同时，还将开展一系列新 议题和新活动。本届乌镇峰会以"共筑开放合作、安全普惠的数智未来——携手构建网络空间命运共同 体"为主题，除举办开幕式、主论坛外，还将围绕全球发展倡议、数字经济、数据治理、人工智能赋能 科学研究、文化遗产数字化保护与传承等议题举办24场分论坛。 ...

Core Points - The World Internet Conference in Wuzhen, which began on November 7, 2023, aims to enhance global cooperation in cyberspace and promote a community with a shared future in the digital realm [1][3] - The concept of building a community in cyberspace was first proposed by President Xi Jinping in December 2015, emphasizing the need for international collaboration and governance [2][3] - The establishment of the World Internet Conference International Organization in July 2022 marks a significant step in facilitating ongoing international dialogue and cooperation in internet governance [4][5] Summary by Sections Event Overview - The World Internet Conference serves as a platform for global leaders and internet elites to discuss strategies for collaborative development in cyberspace [1] - The conference has evolved since its inception in 2014, with increasing emphasis on international cooperation and governance [1][3] Concept of Cyberspace Community - The idea of a "community with a shared future in cyberspace" has gained recognition and support from the international community, highlighting the importance of collective governance [3][10] - Various initiatives and documents have been released since 2019 to elaborate on this concept, including action plans and white papers [3] International Organization and Activities - The World Internet Conference International Organization was established to enhance international cooperation and provide a structured platform for dialogue [4][5] - The organization has initiated various activities, including forums and discussions on digital heritage, artificial intelligence, and data governance [6][7] Technological Innovation and Development - The "Internet Light" Expo, a key feature of the conference, showcases innovative technologies and serves as a barometer for global internet advancements [9] - Initiatives like the "Global Internet Competition" and the "Leading Technology Award" promote the exchange of new technologies and foster innovation in the internet sector [9] Global Connectivity and Inclusivity - China is actively working to bridge the digital divide through projects like the "Ten Thousand Villages Connected" satellite digital TV initiative in Africa and the Asia Direct Cable project [10][11] - The emphasis on international cooperation in AI governance aims to address disparities in technological capabilities among developing countries [11]

Core Points - The World Internet Conference in Wuzhen, which opened on November 7, 2025, continues to serve as a platform for global discussions on internet governance and cooperation [1][3] - President Xi Jinping emphasized the importance of building a community with a shared future in cyberspace, a concept that has gained international recognition and support [3][10] - The establishment of the World Internet Conference International Organization marks a significant step in enhancing international cooperation in cyberspace [4][5] Group 1: Development and Governance - The concept of a community with a shared future in cyberspace was first proposed by President Xi in December 2015, addressing issues like unbalanced development and inadequate rules in the internet space [2][3] - The World Internet Conference has published various documents and initiatives since 2019 to elaborate on this concept, including action initiatives and white papers [3][4] Group 2: International Cooperation and Platforms - The World Internet Conference has evolved from an annual meeting to an international organization with a permanent structure, facilitating ongoing dialogue and collaboration [5][6] - Various international platforms have emerged in China, such as the China International Digital Products Expo and the World Artificial Intelligence Conference, promoting global cooperation in internet governance [7][8] Group 3: Technological Innovation and Accessibility - The "Internet Light" Expo at the World Internet Conference showcases innovative technologies and has become a significant event for global internet technology exchange [9][10] - Initiatives like the "Ten Thousand Villages Connected" satellite digital TV project in Africa aim to bridge the digital divide and ensure more countries and people benefit from internet development [10][11]

Core Points - The provincial industrial and information technology department is launching a "Data Governance Services into Hundreds of Enterprises" initiative to promote the national big data strategy and accelerate digital transformation [1] - The initiative aims to systematically collect enterprises' data governance needs in areas such as data management maturity, resource management, productization, and talent cultivation [1] - A service platform will be established to facilitate ongoing support, including expert teams to assist enterprises with planning, pain point identification, system design, and solution development [1] - The program will track progress and identify scalable solutions and best practices for data governance, promoting successful case studies among enterprises [1] - Participation is voluntary, and enterprises can submit their needs through the online application module on the provincial big data service platform by November 13 [1]

Group 1: Company Overview - China Electronics Technology Group Corporation Potevio Co., Ltd. (Potevio Technology) is a high-tech enterprise specializing in public network communication, private network communication, smart applications, and intelligent manufacturing, listed on the Shenzhen Stock Exchange since January 28, 2011, with a registered capital of 680 million CNY [3]. Group 2: Satellite Internet Strategy - Potevio Technology is actively involved in satellite internet as a strategic direction, having established a joint laboratory with Xidian ISN for technology research and talent development [3]. - The company participates in standard-setting organizations to promote the development of low-orbit satellite communication products and services [3]. - Potevio aims to enhance its comprehensive positioning service capabilities through continuous R&D in Beidou-based products [3]. Group 3: Strategic Partnerships - In June, Potevio signed a strategic cooperation agreement with Helios Starlink (Shenzhen) and Beijing Yixin Technology, establishing a joint R&D center to integrate technological advantages for national satellite internet strategy [3][4]. - The collaboration focuses on breakthroughs in laser-microwave composite transmission technology to improve data transmission rates and stability [4]. Group 4: Data Governance Initiatives - The company is developing a core capability platform in data governance, covering data integration, governance, development, sharing services, security, and operations [5]. - Potevio aims to achieve precise alignment with smart-driven scenarios and promote innovation in the AI sector through high-quality data management [5]. Group 5: Low-altitude Economy Developments - Potevio received three honors at the 2025 Low-altitude Economy Annual Conference, including "Top Ten Annual Contribution Representative" and "Top Ten Innovative Cases" [6]. - The company is deeply involved in the design and planning of low-altitude operations, focusing on optimizing airspace management and infrastructure development [6]. Group 6: PCB Business Strategy - Potevio plans to enhance its processing capabilities for high-end, complex products through technological innovation and process optimization, targeting niche markets in commercial aerospace and automotive electronics [7]. Group 7: Emergency Communication Progress - The emergency communication business is user-oriented, providing tailored products and solutions for industry applications, including emergency communication devices and satellite phones [8]. - Recent projects include comprehensive disaster prevention capabilities and integration with data governance platforms to enhance disaster warning capabilities [8].

Data Governance: The Foundation of Value Throughout the Lifecycle - Data governance is a systematic project that spans the entire lifecycle of data, aiming to ensure data quality, security, and usability through standardized management [1][3] - Quality control measures, such as establishing data standards and monitoring mechanisms, can significantly reduce data redundancy and errors, exemplified by a financial institution achieving a customer information accuracy rate of 99.8% [3] - Security measures include building a comprehensive security system covering data collection, storage, transmission, and usage to prevent data leaks and misuse [3][4] - Value extraction is achieved through data integration and sharing, breaking down departmental barriers, and optimizing inventory management, leading to reduced operational costs [4] Data Destruction: The Ultimate Defense in the Lifecycle - Data destruction is essential for compliance, security, and resource optimization, as mandated by laws like the Data Security Law and Personal Information Protection Law [6] - Proper data destruction methods, such as physical destruction or logical overwriting, ensure that data cannot be recovered, thus preventing unauthorized access [6] - Regularly destroying redundant data can free up storage resources and enhance system efficiency, with a cloud service provider reducing customer storage costs by 30% through effective data destruction strategies [6] Implementation Path: Closed-loop Management from Planning to Execution - Data governance and destruction should be integrated into lifecycle management, forming standardized processes that support each other [8] - Data classification and tiering based on sensitivity and business value are crucial for developing differentiated destruction strategies [8] - The selection of appropriate technologies for physical and logical destruction is vital, with options including shredding for physical media and multiple overwrites for virtual media [8] - Establishing traceability in the destruction process through detailed record-keeping ensures accountability and compliance [8] Collaborative Value: Mutual Empowerment of Governance and Destruction - Governance provides the basis for destruction by clarifying the scope and standards for data that needs to be destroyed, preventing both under-destruction and over-destruction [8] - Destruction enhances governance by reducing complexity and improving data quality, with companies reporting a 25% reduction in governance costs through regular data destruction [8] - Integrating destruction requirements into the data security governance framework ensures compliance throughout the entire process from data collection to destruction [8] Conclusion - In the current era where data is a core production factor, companies must establish a comprehensive data governance and destruction system covering the entire lifecycle [10] - By implementing standardized processes, suitable technologies, and collaborative mechanisms, organizations can achieve the triple assurance of data quality, security, and compliance, ultimately unlocking data value and driving business innovation and sustainable development [10]

Core Insights - The 2025 Data Asset Summit, hosted by Sanwei Tiandi Technology Co., Ltd., focused on the theme "Data Empowering All, Intelligence Winning the Future," discussing the path to data assetization and best practices for digital transformation in the AI era [2] - Sanwei Tiandi's Chairman, Jin Zhen, highlighted the rapid evolution of data governance frameworks and standards, emphasizing the emergence of new policies, models, and technologies in the data asset management field [2] - The integration of AI technology with data asset marketization and assetization processes is seen as a new driving force for enterprise innovation [2][3] Company Initiatives - Sanwei Tiandi proposed a "Three-Stage, Five-Step Method" for data governance, focusing on both source and lake governance to achieve visible, controllable, usable, and trustworthy data assets [3] - The framework includes lifecycle management from strategic interpretation, data specification definition, cleaning and processing, to application operation, supported by a data asset management platform [3] - The company aims to enhance ecological collaboration, technological innovation, scenario expansion, and product iteration to empower enterprise data management upgrades [3]

Core Insights - The 2025 Data Asset Summit organized by Sanwei Tiandi focused on the development path of data assetization, emphasizing the dual-driven innovation of "AI + Data" [1][2] - The chairman of Sanwei Tiandi highlighted the rapid evolution of data governance frameworks and standards, driven by new policies, models, and technologies [1] - The integration of AI and data is seen as a core driving force for new productive capabilities, with a focus on cost reduction, efficiency improvement, and quality enhancement [2] Group 1: Data Governance and Strategy - Sanwei Tiandi proposed a "Three-Stage, Five-Step Method" for data governance, aiming for comprehensive visibility, control, usability, and trust in data assets [2] - The transition of data from resources to capital involves four stages: resourceization, productization, assetization, and capitalization, requiring foundational work in data asset inventory, quality assessment, and compliance registration [3] - The company plans to deepen ecological collaboration, technological innovation, scenario expansion, and product iteration to support clients in achieving intelligent transformation [3] Group 2: Industry Applications and Case Studies - The CIO of Tianyao Darentang shared insights on the pharmaceutical industry's transformation, noting that AI has evolved from a tool to a core engine for collaborative evolution in healthcare [2] - TCL's data management director discussed overcoming data silos by establishing a layered control system, achieving significant data cleansing and standardization over five years [2] - Experts from various institutions provided multi-dimensional references on element integration, master data governance, and practical applications of DCMM [3]

Core Viewpoint - Beijing Huayu Software Co., Ltd. reported a revenue of 909 million yuan for the first three quarters of 2025, reflecting a year-on-year decline of 3.48% [1] Company Overview - Huayu Software is a software service enterprise primarily engaged in the fields of law, education, and digitalization for government and enterprises [1] - The company is advancing technology empowerment in key business scenarios, focusing on artificial intelligence, data governance, data operations, trusted computing, and data security [1] Strategic Initiatives - The company is continuously innovating industry services and applications through digital technology to enhance its competitive level [1] - Huayu Software is iterating its legal industry vertical model "Huayu Wanxiang" and building an application ecosystem centered around "large model+" [1]