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1565116

認知資料管理的全球市場

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個工作天內

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簡介目錄

到 2030 年，全球認知資料管理市場預計將達到 91 億美元

預計 2023 年全球認知資料管理市場規模為 24 億美元，預計到 2030 年將達到 91 億美元，2023 年至 2030 年複合年成長率為 21.1%。營運職能是本報告分析的細分市場之一，預計複合年成長率為 21.8%，到分析期結束時將達到 41 億美元。分析期間內，銷售與行銷職能領域的複合年成長率預計為 20.2%。

美國市場預估價值6.598億美元，中國預期複合年成長率為20.0%

預計 2023 年美國認知資料管理市場規模將達 6.598 億美元。中國作為全球第二大經濟體，預計2030年市場規模將達13億美元，2023-2030年分析期間複合年成長率為20.0%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間複合年成長率分別為 18.8% 和 17.9%。在歐洲，德國的複合年成長率預計約為 15.2%。

全球認知資料管理市場趨勢及促進因素總結

什麼是認知資料管理？

認知資料管理是指應用人工智慧 (AI) 和機器學習 (ML) 技術來最佳化、自動化和增強資料儲存、存取、分析和管治流程。認知資料管理系統使用先進的演算法來即時理解、學習資料並做出決策，這與依賴預先定義規則和手動流程做出決策的傳統資料管理系統不同。這些系統旨在處理結構化和非結構化資料，使其具有高度適應性，能夠處理當今企業資料的資料。認知資料管理工具可以分析元資料、預測使用模式、對資訊進行分類，並提案簡化儲存或改進資料搜尋的方法。透過自動進行資料分類、減少冗餘並根據使用情況最佳化儲存位置，認知系統可以幫助組織更有效地管理資料，同時滿足資料安全和法規要求。這些功能使認知資料管理成為處理大型資料集並需要即時洞察而不影響管治或安全性的企業的重要組成部分。

認知資料管理解決方案如何應用於不同產業？

認知資料管理解決方案正在各行業迅速採用，因為它們可以簡化資料處理、改善決策並降低營運成本。在醫療保健領域，認知資料管理系統用於管理大量患者記錄、臨床資料和醫學研究。透過自動分類和搜尋病患訊息，醫院和診所可以減輕管理負擔，改善患者照護，並確保遵守 HIPAA 等隱私法規。這些系統還可以幫助醫療保健提供者分析病歷和治療，從而實現更個人化的治療和更快的診斷。在金融業，認知資料管理系統對於管理交易記錄、客戶資訊和合規資料至關重要。金融機構使用這些系統即時監控和分析大量資料集，以偵測詐欺、預測金融風險、自動化監管報告等。透過自動化組織和處理這些資料，銀行可以減少人為錯誤，改善客戶服務，並更有效地滿足監管要求。在零售和電子商務中，認知資料管理可以幫助最佳化庫存管理、提高客戶參與並推動個人化行銷工作。在零售業，認知系統可用於分析消費者行為、購買歷史和偏好，以進行有針對性的促銷活動並改善整體客戶經驗。製造、物流和能源等行業正在利用認知資料管理，透過資料分析監控設備性能和預測維護需求來最佳化供應鏈並減少停機時間。

哪些創新正在推動認知資料管理的發展？

人工智慧、機器學習和雲端運算領域的多項重要創新推動了認知資料管理的發展。最重要的進步之一是機器學習演算法的開發，使資料管理系統更具預測性和自主性。這些演算法可以從資料使用模式中學習，自動調整儲存策略，預測資料存取需求，並提案最佳化效能的操作。例如，在企業環境中，認知系統可以預測哪些資料被頻繁存取並將其儲存在快速儲存系統上，同時將不常用的資料歸檔到更具成本效益的位置。這種自動分層提高了資料可存取性並降低了成本，無需人工干預。另一項重大創新是將自然語言處理（NLP）整合到資料管理系統中。 NLP 使認知資料系統能夠理解和處理人類語言，使用戶可以輕鬆地透過會話查詢與資料互動。這項進步允許非技術用戶使用簡單的語言命令檢索資訊並創建報告，從而簡化了資料訪問，從而消除了對專業知識或資料科學專業知識的需求。此外，雲端處理透過提供支援即時資料處理和管理的可擴展且靈活的儲存解決方案，徹底改變了認知資料管理。雲端基礎的認知資料平台現在允許組織隨時隨地存取資料，同時提供強大的安全性、自動備份和經濟高效的儲存選項。資料管治也透過認知資料管理的創新而加強。認知系統可以透過對敏感資訊進行分類來自動執行資料管治策略，確保符合行業法規和政策，並提醒管理員潛在的安全風險。區塊鏈技術與認知資料管理系統整合，以增強資料完整性和安全性。透過使用區塊鏈創建不可變的資料交易記錄，組織可以提高資料管理業務的透明度和可信度。

推動認知資料管理市場成長的因素有哪些？

認知資料管理市場的成長受到多種因素的推動。關鍵因素之一是組織如今產生的大量資料，從社交媒體和物聯網設備到交易記錄和客戶通訊。傳統的資料管理系統無法處理大量湧入的非結構化資料，導致效率低下並錯失機會。能夠快速處理和分析龐大資料集的認知資料管理解決方案正在成為希望利用資料進行即時決策和策略洞察的企業的重要工具。推動市場成長的另一個關鍵因素是對資料管治和合規性的需求不斷成長。隨著資料隱私法規變得更加嚴格，例如《一般資料保護規範》(GDPR) 和《加州消費者隱私法案》(CCPA)，公司面臨負責任地管理資料並確保合規性的壓力。認知資料管理系統可以自動執行資料管治策略、追蹤敏感資料流並產生合規性報告。此外，對資料安全和資料外洩風險的日益擔憂正在推動認知資料管理解決方案的採用，這些解決方案提供自動加密和異常檢測等安全增強功能。雲端運算在認知資料管理市場的成長中也扮演著重要角色。雲端基礎的認知系統提供了組織管理不斷成長的資料集所需的擴充性、靈活性和成本效率。隨著越來越多的公司轉向基於雲端基礎的基礎設施，對在這些環境中無縫工作的認知資料管理系統的需求不斷成長。最後，隨著產業推動數位轉型，企業正在投資於提高業務效率和競爭力的技術。這些因素促進了認知資料管理市場的快速成長，使其成為現代企業資料策略的關鍵組成部分。

受訪企業範例（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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他領域

第4章 比賽

簡介目錄
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