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市场调查报告书
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1565116

认知资料管理的全球市场

Cognitive Data Management
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 182 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球认知资料管理市场预计将达到 91 亿美元

预计 2023 年全球认知资料管理市场规模为 24 亿美元，预计到 2030 年将达到 91 亿美元，2023 年至 2030 年复合年增长率为 21.1%。营运职能是本报告分析的细分市场之一，预计复合年增长率为 21.8%，到分析期结束时将达到 41 亿美元。分析期间内，销售与行销职能领域的复合年增长率预计为 20.2%。

美国市场预估价值6.598亿美元，中国预期复合年增长率为20.0%

预计 2023 年美国认知资料管理市场规模将达 6.598 亿美元。中国作为全球第二大经济体，预计2030年市场规模将达13亿美元，2023-2030年分析期间复合年增长率为20.0%。其他值得注意的区域市场包括日本和加拿大，预计在分析期间复合年增长率分别为 18.8% 和 17.9%。在欧洲，德国的复合年增长率预计约为 15.2%。

全球认知资料管理市场趋势及驱动因素总结

什么是认知资料管理？

认知资料管理是指应用人工智慧 (AI) 和机器学习 (ML) 技术来优化、自动化和增强资料储存、存取、分析和管治流程。认知资料管理系统使用先进的演算法来即时理解、学习资料并做出决策，这与依赖预先定义规则和手动流程做出决策的传统资料管理系统不同。这些系统旨在处理结构化和非结构化资料，使其具有高度适应性，能够处理当今企业资料的资料。认知资料管理工具可以分析元资料、预测使用模式、对资讯进行分类，并提案简化储存或改进资料搜寻的方法。透过自动进行资料分类、减少冗余并根据使用情况优化储存位置，认知系统可以帮助组织更有效地管理资料，同时满足资料安全和法规要求。这些功能使认知资料管理成为处理大型资料集并需要即时洞察而不影响管治或安全性的企业的重要组成部分。

认知资料管理解决方案如何应用于不同产业？

认知资料管理解决方案正在各行业迅速采用，因为它们可以简化资料处理、改善决策并降低营运成本。在医疗保健领域，认知资料管理系统用于管理大量患者记录、临床资料和医学研究。透过自动分类和搜寻病患讯息，医院和诊所可以减轻管理负担，改善患者照护，并确保遵守 HIPAA 等隐私法规。这些系统还可以帮助医疗保健提供者分析病历和治疗，从而实现更个人化的治疗和更快的诊断。在金融业，认知资料管理系统对于管理交易记录、客户资讯和合规资料至关重要。金融机构使用这些系统即时监控和分析大量资料集，以侦测诈欺、预测金融风险、自动化监管报告等。透过自动化组织和处理这些资料，银行可以减少人为错误，改善客户服务，并更有效地满足监管要求。在零售和电子商务中，认知资料管理可以帮助优化库存管理、提高客户参与并推动个人化行销工作。在零售业，认知系统可用于分析消费者行为、购买历史和偏好，以进行有针对性的促销活动并改善整体客户经验。製造、物流和能源等行业正在利用认知资料管理，透过资料分析监控设备性能和预测维护需求来优化供应链并减少停机时间。

哪些创新正在推动认知资料管理的发展？

人工智慧、机器学习和云端运算领域的多项重要创新推动了认知资料管理的发展。最重要的进步之一是机器学习演算法的开发，使资料管理系统更具预测性和自主性。这些演算法可以从资料使用模式中学习，自动调整储存策略，预测资料存取需求，并提案最佳化效能的操作。例如，在企业环境中，认知系统可以预测哪些资料被频繁存取并将其储存在快速储存系统上，同时将不常用的资料归檔到更具成本效益的位置。这种自动分层提高了资料可存取性并降低了成本，无需人工干预。另一项重大创新是将自然语言处理（NLP）整合到资料管理系统中。 NLP 使认知资料系统能够理解和处理人类语言，使用户可以轻鬆地透过会话查询与资料互动。这项进步允许非技术用户使用简单的语言命令检索资讯并创建报告，从而简化了资料访问，从而消除了对专业知识或资料科学专业知识的需求。此外，云端处理透过提供支援即时资料处理和管理的可扩展且灵活的储存解决方案，彻底改变了认知资料管理。云端基础的认知资料平台现在允许组织随时随地存取资料，同时提供强大的安全性、自动备份和经济高效的储存选项。资料管治也透过认知资料管理的创新而加强。认知系统可以透过对敏感资讯进行分类来自动执行资料管治策略，确保符合行业法规和政策，并提醒管理员潜在的安全风险。区块链技术与认知资料管理系统集成，以增强资料完整性和安全性。透过使用区块链创建不可变的资料交易记录，组织可以提高资料管理业务的透明度和可信度。

推动认知资料管理市场成长的因素有哪些？

认知资料管理市场的成长受到多种因素的推动。关键因素之一是组织如今产生的大量资料，从社交媒体和物联网设备到交易记录和客户通讯。传统的资料管理系统无法处理大量涌入的非结构化资料，导致效率低下并错失机会。能够快速处理和分析庞大资料集的认知资料管理解决方案正在成为希望利用资料进行即时决策和策略洞察的企业的重要工具。推动市场成长的另一个关键因素是对资料管治和合规性的需求不断增长。随着资料隐私法规变得更加严格，例如《一般资料保护规范》(GDPR) 和《加州消费者隐私法案》(CCPA)，公司面临负责任地管理资料并确保合规性的压力。认知资料管理系统可以自动执行资料管治策略、追踪敏感资料流并产生合规性报告。此外，对资料安全和资料外洩风险的日益担忧正在推动认知资料管理解决方案的采用，这些解决方案提供自动加密和异常检测等安全增强功能。云端运算在认知资料管理市场的成长中也扮演着重要角色。云端基础的认知系统提供了组织管理不断增长的资料集所需的扩充性、灵活性和成本效率。随着越来越多的公司转向基于云端基础的基础设施，对在这些环境中无缝工作的认知资料管理系统的需求不断增长。最后，随着产业推动数位转型，企业正在投资于提高业务效率和竞争力的技术。这些因素促进了认知资料管理市场的快速成长，使其成为现代企业资料策略的关键组成部分。

受访企业范例（共13例）

  • Attivio, Inc.
  • CognitiveScale
  • Cognizant Technology Solutions Corporation
  • Datum LLC
  • Expert System SPA
  • Hewlett Packard Enterprise Development LP（HPE）
  • IBM Corporation
  • Immuta Inc.
  • Informatica LLC
  • Infosys Ltd.
  • Kingland Systems
  • Microsoft Corporation
  • Oracle Corporation
  • Pingar
  • Reltio
  • Saksoft Limited
  • Salesforce.com, Inc.
  • SAP SE
  • SAS AB
  • SnapLogic, Inc.
  • SparkCognition, Inc.
  • StrongBox Data Solutions
  • Talend SA
  • Veritas Technologies LLC
  • Wipro Limited

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他领域

第四章 比赛

简介目录
Product Code: MCP11135

Global Cognitive Data Management Market to Reach US$9.1 Billion by 2030

The global market for Cognitive Data Management estimated at US$2.4 Billion in the year 2023, is expected to reach US$9.1 Billion by 2030, growing at a CAGR of 21.1% over the analysis period 2023-2030. Operations Function, one of the segments analyzed in the report, is expected to record a 21.8% CAGR and reach US$4.1 Billion by the end of the analysis period. Growth in the Sales & Marketing Function segment is estimated at 20.2% CAGR over the analysis period.

The U.S. Market is Estimated at US$659.8 Million While China is Forecast to Grow at 20.0% CAGR

The Cognitive Data Management market in the U.S. is estimated at US$659.8 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$1.3 Billion by the year 2030 trailing a CAGR of 20.0% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 18.8% and 17.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 15.2% CAGR.

Global Cognitive Data Management Market - Key Trends and Drivers Summarized

What Is Cognitive Data Management and How Does It Work?

Cognitive data management refers to the application of artificial intelligence (AI) and machine learning (ML) techniques to optimize, automate, and enhance data storage, access, analysis, and governance processes. Unlike traditional data management systems that rely on predefined rules and manual processes, cognitive data management systems use advanced algorithms to understand, learn from, and make decisions about data in real-time. These systems are designed to handle both structured and unstructured data, making them highly adaptable and capable of dealing with the vast volumes of diverse data that businesses generate today. Cognitive data management tools can analyze metadata, predict usage patterns, classify information, and suggest ways to streamline storage or improve data retrieval. By automating data categorization, reducing redundancies, and optimizing storage locations based on usage, cognitive systems help organizations manage their data more efficiently, while also maintaining data security and compliance with regulatory requirements. These capabilities make cognitive data management an essential component for enterprises that handle large datasets and need real-time insights without compromising on governance or security.

How Are Cognitive Data Management Solutions Being Applied Across Industries?

Cognitive data management solutions are rapidly being adopted across various industries due to their ability to streamline data handling, improve decision-making, and reduce operational costs. In healthcare, cognitive data management systems are used to manage vast amounts of patient records, clinical data, and medical research. By automating the classification and retrieval of patient information, hospitals and clinics can reduce administrative burdens, improve patient care, and ensure compliance with privacy regulations like HIPAA. These systems also help healthcare providers analyze medical histories and treatments, enabling more personalized care and faster diagnosis. In the financial sector, cognitive data management systems are critical for managing transaction records, customer information, and compliance data. Financial institutions are using these systems to monitor and analyze vast datasets in real-time, detecting fraud, predicting financial risks, and automating regulatory reporting. By automating the organization and processing of this data, banks can reduce human error, improve customer service, and meet regulatory requirements more efficiently. In retail and e-commerce, cognitive data management helps companies optimize inventory management, improve customer engagement, and enhance personalized marketing efforts. Retailers can analyze consumer behaviors, purchase histories, and preferences using cognitive systems, enabling them to create targeted promotions and improve the overall customer experience. Industries such as manufacturing, logistics, and energy are utilizing cognitive data management to optimize supply chains, monitor equipment performance, and reduce downtime by predicting maintenance needs through data analysis.

What Innovations Are Driving the Evolution of Cognitive Data Management?

The evolution of cognitive data management is being driven by several key innovations in AI, machine learning, and cloud computing. One of the most significant advancements is the development of machine learning algorithms that allow data management systems to become more predictive and autonomous. These algorithms can learn from patterns in data usage and automatically adjust storage strategies, predict data access needs, and suggest actions to optimize performance. For example, in enterprise environments, cognitive systems can predict which data will be accessed frequently and store it in high-speed storage systems while archiving less-used data in more cost-effective locations. This automated tiering improves data accessibility and reduces costs without manual intervention. Another major innovation is the integration of natural language processing (NLP) into data management systems. NLP allows cognitive data systems to understand and process human language, making it easier for users to interact with data through conversational queries. This advancement simplifies data access for non-technical users by allowing them to retrieve information and generate reports using simple language commands, reducing the need for specialized knowledge or data science expertise. Additionally, cloud computing has revolutionized cognitive data management by offering scalable, flexible storage solutions that support real-time data processing and management. Cloud-based cognitive data platforms allow organizations to access their data from anywhere, at any time, while providing robust security, automated backups, and cost-effective storage options. Data governance is also being enhanced through innovations in cognitive data management. Cognitive systems can automatically enforce data governance policies by classifying sensitive information, ensuring compliance with industry regulations, and alerting administrators to potential security risks. Blockchain technology is being integrated with cognitive data management systems to enhance data integrity and security. By using blockchain to create immutable records of data transactions, organizations can improve transparency and trust in their data management practices.

What Factors Are Driving Growth in the Cognitive Data Management Market?

The growth in the cognitive data management market is driven by several factors. One of the primary drivers is the sheer volume of data being generated by organizations today, from social media interactions and IoT devices to transaction records and customer communications. Traditional data management systems are ill-equipped to handle this influx of unstructured data, leading to inefficiencies and missed opportunities. Cognitive data management solutions, with their ability to process and analyze vast datasets quickly, are becoming essential tools for businesses that want to leverage their data for real-time decision-making and strategic insights. Another key factor driving market growth is the rising demand for data governance and compliance. With data privacy regulations like the General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA) becoming more stringent, organizations are under increasing pressure to manage their data responsibly and ensure compliance. Cognitive data management systems can automate the enforcement of data governance policies, track the flow of sensitive data, and generate compliance reports, making them invaluable for organizations that must adhere to complex regulatory frameworks. Furthermore, the increasing concern around data security and the risk of data breaches is encouraging organizations to adopt cognitive data management solutions that offer enhanced security features, such as automated encryption and anomaly detection. Cloud computing is also playing a significant role in the growth of the cognitive data management market. Cloud-based cognitive systems provide the scalability, flexibility, and cost-efficiency that organizations need to manage growing datasets. As more businesses shift to cloud-based infrastructures, the demand for cognitive data management systems that can operate seamlessly in these environments is increasing. Lastly, the drive for digital transformation across industries is pushing companies to invest in technologies that can improve operational efficiency and provide a competitive edge. These factors are contributing to the rapid growth of the cognitive data management market, positioning it as a critical component of modern enterprise data strategies.

Select Competitors (Total 13 Featured) -

  • Attivio, Inc.
  • CognitiveScale
  • Cognizant Technology Solutions Corporation
  • Datum LLC
  • Expert System S.P.A.
  • Hewlett Packard Enterprise Development LP (HPE)
  • IBM Corporation
  • Immuta Inc.
  • Informatica LLC
  • Infosys Ltd.
  • Kingland Systems
  • Microsoft Corporation
  • Oracle Corporation
  • Pingar
  • Reltio
  • Saksoft Limited
  • Salesforce.com, Inc.
  • SAP SE
  • SAS AB
  • SnapLogic, Inc.
  • SparkCognition, Inc.
  • StrongBox Data Solutions
  • Talend SA
  • Veritas Technologies LLC
  • Wipro Limited

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Global Economic Update
    • Cognitive Data Management - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Data Volumes Propel Growth in Cognitive Data Management Solutions
    • Focus on Data-Driven Decision Making Strengthens the Business Case for Cognitive Data Management
    • AI and Machine Learning Integration Drives Adoption of Cognitive Data Management Across Enterprises
    • Shift Toward Automated Data Governance Spurs Growth in Cognitive Data Management Platforms
    • Advancements in Big Data Analytics Accelerate Innovation in Cognitive Data Management Technologies
    • Increasing Complexity of Enterprise Data Generates Demand for Cognitive Data Management in Large Organizations
    • Rising Adoption of Cloud-Based Solutions Expands Market for Scalable Cognitive Data Management Platforms
    • Proliferation of IoT Devices Spurs Growth in Cognitive Data Management for Edge Computing
    • Rising Demand for Predictive and Prescriptive Analytics Drives Growth in Cognitive Data Management Applications
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Data Management Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Data Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 3: World 7-Year Perspective for Cognitive Data Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Operations by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 5: World 7-Year Perspective for Operations by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Sales & Marketing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 7: World 7-Year Perspective for Sales & Marketing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Finance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 9: World 7-Year Perspective for Finance by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Legal by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 11: World 7-Year Perspective for Legal by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Human Resource by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 13: World 7-Year Perspective for Human Resource by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 14: USA Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 15: USA 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • CANADA
    • TABLE 16: Canada Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 17: Canada 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • JAPAN
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 18: Japan Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 19: Japan 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • CHINA
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 20: China Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 21: China 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • EUROPE
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 22: Europe Recent Past, Current & Future Analysis for Cognitive Data Management by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 23: Europe 7-Year Perspective for Cognitive Data Management by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 24: Europe Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 25: Europe 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • FRANCE
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 26: France Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 27: France 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • GERMANY
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 28: Germany Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Germany 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • ITALY
    • TABLE 30: Italy Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Italy 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • UNITED KINGDOM
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 32: UK Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 33: UK 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 34: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 35: Rest of Europe 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Cognitive Data Management Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 36: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 37: Asia-Pacific 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 38: Rest of World Recent Past, Current & Future Analysis for Cognitive Data Management by Function - Operations, Sales & Marketing, Finance, Legal and Human Resource - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Rest of World 7-Year Perspective for Cognitive Data Management by Function - Percentage Breakdown of Value Sales for Operations, Sales & Marketing, Finance, Legal and Human Resource for the Years 2024 & 2030

IV. COMPETITION