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Global Cognitive Computing Market to Reach US$446.0 Billion by 2030

The global market for Cognitive Computing estimated at US$103.5 Billion in the year 2024, is expected to reach US$446.0 Billion by 2030, growing at a CAGR of 27.6% over the analysis period 2024-2030. Natural Language Processing Technology, one of the segments analyzed in the report, is expected to record a 25.1% CAGR and reach US$159.0 Billion by the end of the analysis period. Growth in the Machine Learning Technology segment is estimated at 30.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$30.5 Billion While China is Forecast to Grow at 26.5% CAGR

The Cognitive Computing market in the U.S. is estimated at US$30.5 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$67.0 Billion by the year 2030 trailing a CAGR of 26.5% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 24.0% and 23.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 19.2% CAGR.

Global Cognitive Computing Market - Key Trends and Drivers Summarized

What Is Cognitive Computing and How Does It Function?

Cognitive computing refers to advanced computing systems that mimic human thought processes to solve complex problems by integrating artificial intelligence (AI), machine learning, natural language processing (NLP), and data analytics. Unlike traditional computing systems that follow predefined programming, cognitive systems are designed to understand, learn, and reason through the data they process. These systems can analyze vast amounts of structured and unstructured data, interpret meaning, and even suggest solutions in a way that simulates human cognition. Cognitive computing operates by taking large datasets, processing them in real-time, and learning from the outcomes to refine its responses continuously. This makes it valuable for industries that rely on handling diverse types of data, from customer interactions to market trends, and it can assist in making complex decisions where multiple variables must be considered simultaneously. Cognitive systems not only process information faster than humans but also handle data in ways that enhance decision-making processes by offering deeper, data-driven insights.

How Is Cognitive Computing Being Applied Across Various Industries?

Cognitive computing is transforming numerous industries by enabling more intelligent and personalized interactions with data. In healthcare, cognitive computing systems, such as IBM's Watson, are helping physicians diagnose diseases, recommend treatments, and even predict patient outcomes by processing clinical data, patient histories, and the latest medical research. These systems help healthcare professionals make more informed decisions, reduce diagnostic errors, and offer personalized care plans. In the financial sector, cognitive computing is used for fraud detection, risk management, and personalized financial planning. By analyzing transaction patterns and customer behaviors, cognitive systems can detect fraudulent activities in real-time and recommend actions to mitigate risks. Banks and financial institutions also use cognitive systems to offer personalized financial advice by predicting market trends and tailoring investment strategies to individual clients’ goals and risk tolerance. Retail and e-commerce businesses are leveraging cognitive computing to enhance customer experiences through personalized shopping suggestions, automated customer service, and predictive inventory management. Cognitive systems analyze customer purchase histories, browsing behaviors, and even social media interactions to predict preferences and recommend products in real-time. Meanwhile, in manufacturing and logistics, cognitive systems are optimizing supply chains by predicting demand, identifying bottlenecks, and enhancing predictive maintenance of machinery. Cognitive computing enables companies to prevent downtime, improve operational efficiency, and reduce costs.

What Innovations Are Shaping the Future of Cognitive Computing?

The future of cognitive computing is being shaped by continuous advancements in AI, machine learning, and data processing capabilities. One of the most notable innovations is the integration of deep learning and neural networks, which allow cognitive systems to process unstructured data, such as images, videos, and natural language, with unprecedented accuracy. These systems can now understand context and nuance in human language, enabling more accurate responses in virtual assistants, customer service bots, and AI-driven decision-making platforms. Another important innovation is the development of more sophisticated natural language processing (NLP) algorithms that improve a system's ability to interpret and generate human language. This has led to significant advancements in voice-activated cognitive systems and conversational AI, making human-computer interactions more seamless and intuitive. Cloud computing has also played a critical role in the expansion of cognitive computing by providing the necessary infrastructure to store and process large datasets in real-time. Cloud-based cognitive platforms offer scalability, making these systems accessible to businesses of all sizes. Furthermore, cognitive computing is increasingly being integrated with other emerging technologies such as the Internet of Things (IoT) and blockchain. The combination of cognitive computing and IoT allows for smarter data collection and analysis from interconnected devices, enhancing real-time decision-making in areas like smart cities, industrial automation, and autonomous vehicles. Blockchain integration enhances security and data integrity in cognitive computing, ensuring that data processed by these systems remains secure and transparent.

What Factors Are Driving Growth in the Cognitive Computing Market?

The growth in the cognitive computing market is driven by several factors. One of the primary growth drivers is the growing adoption of AI across various sectors, from healthcare and finance to retail and manufacturing. Companies are investing heavily in cognitive computing to process large volumes of data and make sense of unstructured data, which traditional systems struggle to handle. Cognitive computing’s ability to generate actionable insights from disparate data sources makes it a valuable asset for businesses looking to gain a competitive edge through smarter decision-making and improved customer engagement. Another factor driving the growth of cognitive computing is the increasing use of cloud computing, which has made cognitive technologies more accessible and affordable for companies. With cloud platforms offering the necessary computing power to run cognitive systems, businesses can deploy these systems without the need for massive on-premise infrastructure investments. Additionally, consumer demand for personalized experiences is fueling the adoption of cognitive systems in industries like retail and financial services, where customers expect tailored recommendations, services, and solutions. Moreover, the rise of connected devices and the proliferation of IoT technology are driving the need for cognitive computing systems capable of analyzing and responding to the vast amounts of data generated by these devices. In sectors such as smart cities, manufacturing, and autonomous vehicles, cognitive systems are playing a vital role in processing data from sensors and devices to optimize operations and make intelligent decisions in real-time. Finally, increased emphasis on regulatory compliance and data security is also contributing to the growth of the cognitive computing market. These factors, along with continuous technological advancements, are propelling the cognitive computing market forward, making it an essential component of modern business strategies.

SCOPE OF STUDY:

The report analyzes the Cognitive Computing market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Technology (Natural Language Processing, Machine Learning, Automated Reasoning, Information Retrieval); Deployment (Cloud, On-Premise)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 46 Featured) -

• CognitiveScale
• Enterra Solutions LLC
• Google, Inc.
• IBM Corporation
• Microsoft Corporation
• Numenta, Inc.
• Palantir Technologies Inc
• Saffron Tech Pvt Ltd
• Vicarious

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TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

• 1. MARKET OVERVIEW
  • Trade Shocks, Uncertainty, and the Structural Rewiring of the Global Economy
  • Global Economic Update
  • Cognitive Computing - Global Key Competitors Percentage Market Share in 2025 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
• 2. FOCUS ON SELECT PLAYERS
• 3. MARKET TRENDS & DRIVERS
  • Increased Focus on Automation Strengthens the Business Case for Cognitive Computing in Enterprises
  • Integration of AI and Natural Language Processing (NLP) Drives Adoption of Cognitive Computing Across Sectors
  • Growing Need for Real-Time Data Processing Expands Market Opportunity for Cognitive Computing
  • Advancements in Machine Learning Accelerate Innovation in Cognitive Computing Capabilities
  • Increasing Complexity of Data Management Generates Demand for Cognitive Computing in Big Data Analytics
  • Rising Adoption of Cloud Computing Expands the Addressable Market for Cognitive Computing Solutions
  • Growing Use of Cognitive Computing in Healthcare for Diagnosis and Treatment Planning Drives Demand
  • Proliferation of IoT Devices Spurs Growth in Cognitive Computing for Data Analysis and Insights
  • Increased Application of Cognitive Computing in Fraud Detection Generates Opportunities in Financial Services
  • Rising Use of Cognitive Computing in Robotics and Autonomous Systems Propels Growth in Manufacturing and Logistics
• 4. GLOBAL MARKET PERSPECTIVE
  • TABLE 1: World Cognitive Computing Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
  • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Computing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 3: World 6-Year Perspective for Cognitive Computing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
  • TABLE 4: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 5: World 6-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
  • TABLE 6: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 7: World 6-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
  • TABLE 8: World Recent Past, Current & Future Analysis for Automated Reasoning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 9: World 6-Year Perspective for Automated Reasoning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
  • TABLE 10: World Recent Past, Current & Future Analysis for Information Retrieval by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 11: World 6-Year Perspective for Information Retrieval by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
  • TABLE 12: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 13: World 6-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
  • TABLE 14: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 15: World 6-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

• UNITED STATES
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
  • TABLE 16: USA Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 17: USA 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 18: USA Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 19: USA 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• CANADA
  • TABLE 20: Canada Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 21: Canada 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 22: Canada Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 23: Canada 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• JAPAN
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
  • TABLE 24: Japan Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 25: Japan 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 26: Japan Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 27: Japan 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• CHINA
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
  • TABLE 28: China Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 29: China 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 30: China Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 31: China 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• EUROPE
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
  • TABLE 32: Europe Recent Past, Current & Future Analysis for Cognitive Computing by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 33: Europe 6-Year Perspective for Cognitive Computing by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
  • TABLE 34: Europe Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 35: Europe 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 36: Europe Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 37: Europe 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• FRANCE
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
  • TABLE 38: France Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 39: France 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 40: France Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 41: France 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• GERMANY
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
  • TABLE 42: Germany Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 43: Germany 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 44: Germany Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 45: Germany 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• ITALY
  • TABLE 46: Italy Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 47: Italy 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 48: Italy Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 49: Italy 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• UNITED KINGDOM
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
  • TABLE 50: UK Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 51: UK 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 52: UK Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 53: UK 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• REST OF EUROPE
  • TABLE 54: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 55: Rest of Europe 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 56: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 57: Rest of Europe 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• ASIA-PACIFIC
  • Cognitive Computing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
  • TABLE 58: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 59: Asia-Pacific 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 60: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 61: Asia-Pacific 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
• REST OF WORLD
  • TABLE 62: Rest of World Recent Past, Current & Future Analysis for Cognitive Computing by Technology - Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 63: Rest of World 6-Year Perspective for Cognitive Computing by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning, Automated Reasoning and Information Retrieval for the Years 2025 & 2030
  • TABLE 64: Rest of World Recent Past, Current & Future Analysis for Cognitive Computing by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 65: Rest of World 6-Year Perspective for Cognitive Computing by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030

IV. COMPETITION