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市场调查报告书
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1874608

全球认知分析市场

Cognitive Analytics
出版日期: | 出版商: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 英文 181 Pages | 商品交期: 最快1-2个工作天内

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简介目录

全球认知分析市场预计2030年将达到408亿美元。

全球认知分析市场规模在2024年估计为58亿美元，预计2030年将达到408亿美元，在分析期间（2024-2030年）内复合年增长率（CAGR）为38.3%。本报告分析的细分市场之一－工具部分，预计复合年增长率为34.5%，到分析期末将达到229亿美元。服务部分预计在分析期间内复合年增长率将达到44.5%。

美国市场规模估计为16亿美元，而中国市场预计将以36.4%的复合年增长率成长。

预计2024年，美国认知分析市场规模将达16亿美元。作为世界第二大经济体，中国预计到2030年市场规模将达到60亿美元，2024年至2030年的复合年增长率（CAGR）为36.4%。其他值得关注的区域市场分析包括日本和加拿大，预计在分析期间内，这两个国家的复合年增长率将分别达到33.9%和32.9%。在欧洲，德国的复合年增长率预计将达到约26.4%。

全球认知分析市场－主要市场趋势与驱动因素概述

什么是认知分析？它是如何运作的？

认知分析是指利用人工智慧 (AI)、机器学习 (ML) 和自然语言处理 (NLP) 等先进技术来分析大量数据，并提供模拟人类思考过程的见解。与主要着重于说明和历史资料的传统分析不同，认知分析旨在模拟人类认知功能，使系统能够进行推理、理解上下文，并基于复杂的模式和行为做出明智的决策。认知分析的核心在于其处理非结构化资料（例如文字、图像、影片和音讯）的能力，这些资料在当今世界的资料总量中占据了相当大的比例。透过将这些数据与结构化数据结合，认知分析系统可以提供更全面的洞见。与人脑类似，这些系统旨在随着时间的推移不断学习，适应新讯息，从而提高准确性和相关性。这种动态能力在金融、医疗保健和行销等行业尤其重要，这些行业需要分析各种数据集，并基于对新兴趋势和异常情况的即时识别做出决策。

认知分析在各行业的应用

认知分析已对多个产业产生深远影响，彻底改变了组织的决策方式和策略规划方法。在医疗保健领域，分析大量的患者数据、问捲和医疗记录有助于预测患者预后、制定个人化治疗方案，甚至诊断复杂的疾病。人工智慧驱动的认知系统能够识别人类不易察觉的模式和关联，从而帮助医生做出更准确的诊断。在金融领域，认知分析被用来侦测诈欺、评估信用风险和优化投资策略。透过分析客户行为、交易历史和市场趋势，银行和金融机构可以即时防范欺诈，并基于预测模型提供个人化的金融产品。在行销领域，认知分析透过分析消费者偏好、社群媒体趋势和购买行为，建构高度个人化的行销宣传活动，进而改变客户参与。透过自然语言处理 (NLP) 和其他认知工具了解客户情绪，使企业能够客製化沟通内容，更有效地触及目标受众的不同群体。此外，认知分析也被应用于製造业和供应链，以优化营运。从预测性机械维护到分析物流和供应商绩效，认知系统帮助製造商提高效率、减少停机时间，并在潜在问题演变成严重问题之前更快地做出回应。

哪些创新将塑造认知分析的未来？

认知分析正以惊人的速度持续发展，人工智慧和机器学习领域的创新正推动其未来的无限潜力。其中一个最重要的进展是深度学习的融合，深度学习是机器学习的一个分支。深度学习利用神经网路在多个抽象层次上分析数据，使认知系统能够以前所未有的精度处理和解读非结构化数据，例如影像和音讯记录。这项创新在医疗保健领域产生了特别显着的影响，医学影像和语音辨识技术在疾病诊断和辅助手术方面变得更加精准可靠。此外，自然语言处理的进步使认知分析系统能够更好地理解和产生人类语言，从而实现人机之间更直观的互动。这为语音启动的认知系统开启了可能性，这些系统可以辅助完成从客户服务到能够处理复杂多步骤任务的个人助理等各种任务。云端运算也在认知分析的扩展中发挥关键作用。它能够即时储存和处理大量资料集，使云端基础的认知系统能够快速扩展并按需提供洞察，从而使各种规模的企业都能更轻鬆地使用这项技术。另一项关键创新是认知分析在预测建模和决策中的应用日益广泛，尤其是在即时环境中。例如，在金融市场，认知系统能够即时处理市场数据，预测股价走势，并基于即时数据提出投资提案，从而实现更快、更明智的决策。此外，认知分析与其他新兴技术（例如物联网和区块链）的融合，也正在改变企业管理和分析来自连网设备的数据以及保障交易安全的方式。

哪些因素正在推动认知分析市场的成长？

认知分析市场的成长受多种因素驱动，包括人工智慧和机器学习技术的进步、巨量资料爆炸性成长以及对个人化即时洞察日益增长的需求。其中一个关键驱动因素是各行业每天产生的非结构化资料量不断增加。来自社群媒体、电子邮件、物联网设备、多媒体内容等的数据难以使用传统分析工具进行有效处理和分析。认知分析凭藉其处理非结构化资料的能力，已成为企业将这些海量资讯转化为竞争优势的关键解决方案。此外，云端运算的兴起和运算能力的提升使得企业能够更轻鬆、更有经济地实施认知分析解决方案。云端平台能够储存和处理大型资料集，从而提供将认知系统整合到营运中所需的灵活性，而无需大量的领先基础设施投资。另一个关键的成长要素是零售、医疗保健和金融服务等行业对个人化客户体验的日益重视。消费者现在期望品牌能够了解他们的偏好，并提供个人化的优化体验。认知分析使企业能够更深入地分析客户数据，并提供个人化推荐、精准行销和客製化服务，从而提升客户满意度和忠诚度。此外，物联网设备在製造业、运输业和智慧城市等行业的日益普及也推动了认知分析的需求。这些设备持续产生即时数据，认知系统可以处理这些数据，从而优化营运、改善预测性维护并增强决策流程。最后，随着企业越来越重视合规性和风险管理，他们正在采用认知分析来更有效地管理风险并确保符合复杂的法规要求。随着企业不断优先考虑数据驱动的决策和营运效率，预计未来几年认知分析市场将持续成长。

部分：

组件（工具、服务）、部署类型（本地部署、云端部署）、最终用途（IT 和通讯、製造业、航太和国防、银行、金融服务和保险、零售和消费品、其他最终用途）

受访公司范例

  • Amazon Web Services, Inc.
  • Cisco Systems, Inc.
  • Google, Inc.
  • Hewlett Packard Enterprise Development LP（HPE）
  • IBM Corporation
  • Intel Corporation
  • IPsoft Inc.
  • Microsoft Corporation
  • Narrative Science Inc.
  • Nokia Corporation
  • Nuance Communications, Inc.
  • Oracle Corporation
  • Persado
  • SAS Institute, Inc.
  • Sinequa

人工智慧集成

我们正在利用检验的专家内容和人工智慧工具，革新市场和竞争情报分析。

Global Industry Analysts 并没有依赖通用的 LLM 或查询产业专用的SLM，而是建立了一个由世界各地领域专家精心整理的内容库，包括视讯转录、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

我们最新发布的报告纳入了关税对区域市场的影响，正如全球产业分析师预测的那样，关税将改变企业的竞争地位，而企业的竞争地位将取决于其总部所在地、製造地以及进出口（成品和OEM产品）。这种复杂多变的市场现实将透过微观和宏观市场动态影响竞争对手，包括销货成本增加、盈利下降以及供应链重组。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 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
  • 亚太地区
  • 世界其他地区

第四章 竞赛

简介目录
Product Code: MCP11132

Global Cognitive Analytics Market to Reach US$40.8 Billion by 2030

The global market for Cognitive Analytics estimated at US$5.8 Billion in the year 2024, is expected to reach US$40.8 Billion by 2030, growing at a CAGR of 38.3% over the analysis period 2024-2030. Tools Component, one of the segments analyzed in the report, is expected to record a 34.5% CAGR and reach US$22.9 Billion by the end of the analysis period. Growth in the Services Component segment is estimated at 44.5% CAGR over the analysis period.

The U.S. Market is Estimated at US$1.6 Billion While China is Forecast to Grow at 36.4% CAGR

The Cognitive Analytics market in the U.S. is estimated at US$1.6 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$6.0 Billion by the year 2030 trailing a CAGR of 36.4% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 33.9% and 32.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 26.4% CAGR.

Global Cognitive Analytics Market - Key Trends and Drivers Summarized

What Is Cognitive Analytics and How Does It Work?

Cognitive analytics refers to the use of advanced technologies, such as artificial intelligence (AI), machine learning (ML), and natural language processing (NLP), to analyze vast amounts of data and provide insights that mimic human thought processes. Unlike traditional analytics, which is primarily descriptive and focused on historical data, cognitive analytics aims to simulate human cognition, allowing systems to reason, understand context, and make informed decisions based on complex patterns and behaviors. The core of cognitive analytics lies in its ability to process unstructured data-such as text, images, video, and voice-which makes up a significant portion of the data available in the world today. By combining this with structured data, cognitive analytics systems can deliver more comprehensive insights. These systems are designed to learn over time, improving their accuracy and relevance by adapting to new information, much like a human brain would. This dynamic capability is particularly valuable in industries like finance, healthcare, and marketing, where decision-making relies on analyzing diverse data sets and recognizing emerging trends or anomalies in real time.

How Are Cognitive Analytics Being Applied in Various Industries?

Cognitive analytics is already having a profound impact across multiple industries, revolutionizing the way organizations approach decision-making and strategic planning. In healthcare, cognitive analytics is being used to predict patient outcomes, personalize treatment plans, and even assist in diagnosing complex medical conditions by analyzing vast amounts of patient data, research, and medical records. AI-driven cognitive systems can help physicians make more accurate diagnoses by identifying patterns and correlations that may not be immediately evident to humans. In finance, cognitive analytics is used to detect fraud, assess credit risk, and optimize investment strategies. Banks and financial institutions can analyze customer behaviors, transaction histories, and market trends to prevent fraudulent activity in real time or offer personalized financial products based on predictive modeling. In marketing, cognitive analytics is transforming customer engagement by analyzing consumer preferences, social media trends, and purchasing behaviors to create highly personalized marketing campaigns. By understanding customer sentiment through NLP and other cognitive tools, businesses can tailor their communication to resonate more effectively with different segments of their audience. Furthermore, cognitive analytics is also being applied in the manufacturing and supply chain sectors to optimize operations. From predictive maintenance of machinery to analyzing logistics and supplier performance, cognitive systems help manufacturers improve efficiency, reduce downtime, and respond to potential issues before they escalate.

What Innovations Are Shaping the Future of Cognitive Analytics?

Cognitive analytics continues to evolve rapidly, with innovations in AI and machine learning driving its future capabilities. One of the most significant advancements is the integration of deep learning, a subset of machine learning that uses neural networks to analyze data at multiple layers of abstraction. Deep learning enables cognitive systems to process and interpret unstructured data, such as images and voice recordings, with unprecedented accuracy. This innovation is particularly impactful in fields like healthcare, where medical imaging and voice recognition technologies are becoming more accurate and reliable in diagnosing diseases or assisting in surgeries. Additionally, advancements in natural language processing are allowing cognitive analytics systems to better understand and generate human language, leading to more intuitive interactions between humans and machines. This opens up possibilities for voice-activated cognitive systems that can assist with everything from customer service to personal assistants that can handle more complex, multi-step tasks. Cloud computing is also playing a crucial role in the expansion of cognitive analytics. With the ability to store and process massive datasets in real-time, cloud-based cognitive systems can scale quickly and provide insights on demand, making this technology more accessible to businesses of all sizes. Another key innovation is the growing use of cognitive analytics in predictive modeling and decision-making, particularly in real-time environments. For instance, in financial markets, cognitive systems can process market data in real time, predict stock trends, and make investment recommendations based on live data, enabling quicker and more informed decisions. The integration of cognitive analytics with other emerging technologies, such as the Internet of Things (IoT) and blockchain, is also transforming how organizations manage and analyze data from interconnected devices and secure transactions.

What Factors Are Driving Growth in the Cognitive Analytics Market?

The growth in the cognitive analytics market is driven by several factors, including advancements in AI and machine learning technologies, the explosion of big data, and increasing demand for personalized and real-time insights. One of the primary drivers is the growing volume of unstructured data being generated daily across industries. With data coming from sources like social media, emails, IoT devices, and multimedia content, traditional analytics tools struggle to process and analyze this information effectively. Cognitive analytics, with its ability to handle unstructured data, has become a critical solution for businesses looking to leverage this wealth of information for competitive advantage. Additionally, the rise of cloud computing and increased computational power has made it easier and more cost-effective for companies to implement cognitive analytics solutions. Cloud platforms enable businesses to store and process large datasets at scale, providing the flexibility needed to integrate cognitive systems into their operations without massive upfront infrastructure investments. Another key growth driver is the increasing focus on personalized customer experiences across sectors like retail, healthcare, and financial services. Consumers now expect brands to understand their preferences and provide tailored experiences. Cognitive analytics allows companies to analyze customer data more deeply, offering personalized recommendations, targeted marketing, and customized services that improve customer satisfaction and loyalty. Moreover, the growing adoption of IoT devices in industries such as manufacturing, transportation, and smart cities has also fueled the demand for cognitive analytics. These devices generate a continuous stream of real-time data, and cognitive systems can process this data to optimize operations, improve predictive maintenance, and enhance decision-making processes. Finally, the increasing emphasis on regulatory compliance and risk management has led businesses to adopt cognitive analytics to manage risks more effectively and ensure adherence to complex regulations. As businesses continue to prioritize data-driven decision-making and operational efficiency, the cognitive analytics market is poised for sustained growth in the coming years.

SCOPE OF STUDY:

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

Segments:

Component (Tools, Services); Deployment (On-Premise, Cloud); End-Use (IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods, Other End-Uses)

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 16 Featured) -

  • Amazon Web Services, Inc.
  • Cisco Systems, Inc.
  • Google, Inc.
  • Hewlett Packard Enterprise Development LP (HPE)
  • IBM Corporation
  • Intel Corporation
  • IPsoft Inc.
  • Microsoft Corporation
  • Narrative Science Inc.
  • Nokia Corporation
  • Nuance Communications, Inc.
  • Oracle Corporation
  • Persado
  • SAS Institute, Inc.
  • Sinequa

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

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 Analytics - 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
    • Rising Data Volumes in Enterprises Propels Demand for Cognitive Analytics Solutions
    • Focus on Data-Driven Decision Making Strengthens the Business Case for Cognitive Analytics
    • AI and Machine Learning Integration Drives Adoption of Cognitive Analytics Across Industries
    • Growing Need for Real-Time Insights Expands Addressable Market Opportunity
    • Adoption of Cloud Technologies Accelerates Demand for Scalable Cognitive Analytics Solutions
    • Digital Transformation Across Industries Sustains Growth in Cognitive Analytics Deployment
    • Focus on Customer Experience Management Throws the Spotlight on Cognitive Analytics Tools
    • Proliferation of IoT Devices Drives Adoption of Cognitive Analytics for Enhanced Data Processing
    • Rising Competition in Retail and E-commerce Generates Demand for Cognitive Analytics in Personalization Strategies
    • Integration of NLP and Text Analytics Strengthens the Business Case for Cognitive Analytics in Unstructured Data Analysis
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Analytics Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Analytics 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 Analytics 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 Tools 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 Tools 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 Services 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 Services 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 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 9: 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
    • TABLE 10: 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 11: 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 12: World Recent Past, Current & Future Analysis for IT & Telecom 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 IT & Telecom 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 Manufacturing 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 Manufacturing 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 16: World Recent Past, Current & Future Analysis for Aerospace & Defense 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 17: World 6-Year Perspective for Aerospace & Defense 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 18: World Recent Past, Current & Future Analysis for BFSI 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 19: World 6-Year Perspective for BFSI 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 20: World Recent Past, Current & Future Analysis for Retail & Consumer Goods 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 21: World 6-Year Perspective for Retail & Consumer Goods 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 22: World Recent Past, Current & Future Analysis for Other End-Uses 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 23: World 6-Year Perspective for Other End-Uses 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 Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 24: USA Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 25: USA 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 26: USA Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 27: USA 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 28: USA Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 29: USA 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • CANADA
    • TABLE 30: Canada Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: Canada 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: Canada 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Canada 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • JAPAN
    • Cognitive Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 36: Japan Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Japan 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Japan 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Japan 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • CHINA
    • Cognitive Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 42: China Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: China 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 44: China Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: China 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 46: China Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: China 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • EUROPE
    • Cognitive Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 48: Europe Recent Past, Current & Future Analysis for Cognitive Analytics 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 49: Europe 6-Year Perspective for Cognitive Analytics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Europe 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Europe 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Europe 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • FRANCE
    • Cognitive Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 56: France Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: France 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 58: France Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: France 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 60: France Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: France 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • GERMANY
    • Cognitive Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 62: Germany Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Germany 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 64: Germany Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Germany 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Germany 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • ITALY
    • TABLE 68: Italy Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Italy 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 70: Italy Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Italy 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Italy 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • UNITED KINGDOM
    • Cognitive Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 74: UK Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: UK 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 76: UK Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: UK 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 78: UK Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: UK 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 80: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Rest of Europe 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 82: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Rest of Europe 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Cognitive Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 86: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Asia-Pacific 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 88: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Asia-Pacific 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 92: Rest of World Recent Past, Current & Future Analysis for Cognitive Analytics by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Rest of World 6-Year Perspective for Cognitive Analytics by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2025 & 2030
    • TABLE 94: Rest of World Recent Past, Current & Future Analysis for Cognitive Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Rest of World 6-Year Perspective for Cognitive Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2025 & 2030
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Cognitive Analytics by End-Use - IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of World 6-Year Perspective for Cognitive Analytics by End-Use - Percentage Breakdown of Value Sales for IT & Telecom, Manufacturing, Aerospace & Defense, BFSI, Retail & Consumer Goods and Other End-Uses for the Years 2025 & 2030

IV. COMPETITION