세계의 인지 데이터 관리 시장

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