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市場調查報告書
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1874608

全球認知分析市場

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個工作天內

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※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

簡介目錄

全球認知分析市場預計2030年將達到408億美元。

全球認知分析市場規模在2024年估計為58億美元，預計2030年將達到408億美元，在分析期間（2024-2030年）內複合年成長率（CAGR）為38.3%。本報告分析的細分市場之一－工具部分，預計複合年成長率為34.5%，到分析期末將達到229億美元。服務部分預計在分析期間內複合年成長率將達到44.5%。

美國市場規模估計為16億美元，而中國市場預計將以36.4%的複合年成長率成長。

預計2024年，美國認知分析市場規模將達16億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到60億美元，2024年至2030年的複合年成長率（CAGR）為36.4%。其他值得關注的區域市場分析包括日本和加拿大，預計在分析期間內，這兩個國家的複合年成長率將分別達到33.9%和32.9%。在歐洲，德國的複合年成長率預計將達到約26.4%。

全球認知分析市場－主要市場趨勢與促進因素概述

什麼是認知分析？它是如何運作的？

認知分析是指利用人工智慧 (AI)、機器學習 (ML) 和自然語言處理 (NLP) 等先進技術來分析大量數據，並提供模擬人類思考過程的見解。與主要著重於說明和歷史資料的傳統分析不同，認知分析旨在模擬人類認知功能，使系統能夠進行推理、理解上下文，並基於複雜的模式和行為做出明智的決策。認知分析的核心在於其處理非結構化資料（例如文字、圖像、影片和音訊）的能力，這些資料在當今世界的資料總量中佔據了相當大的比例。透過將這些數據與結構化數據結合，認知分析系統可以提供更全面的洞見。與人腦類似，這些系統旨在隨著時間的推移不斷學習，適應新訊息，從而提高準確性和相關性。這種動態能力在金融、醫療保健和行銷等行業尤其重要，這些行業需要分析各種資料集，並基於對新興趨勢和異常情況的即時識別做出決策。

認知分析在各行業的應用

認知分析已對多個產業產生深遠影響，徹底改變了組織的決策方式和策略規劃方法。在醫療保健領域，分析大量的患者數據、問捲和醫療記錄有助於預測患者預後、制定個人化治療方案，甚至診斷複雜的疾病。人工智慧驅動的認知系統能夠識別人類不易察覺的模式和關聯，從而幫助醫生做出更準確的診斷。在金融領域，認知分析被用來偵測詐欺、評估信用風險和最佳化投資策略。透過分析客戶行為、交易歷史和市場趨勢，銀行和金融機構可以即時防範欺詐，並基於預測模型提供個人化的金融產品。在行銷領域，認知分析透過分析消費者偏好、社群媒體趨勢和購買行為，建構高度個人化的行銷宣傳活動，進而改變客戶參與。透過自然語言處理 (NLP) 和其他認知工具了解客戶情緒，使企業能夠客製化溝通內容，更有效地觸及目標受眾的不同群體。此外，認知分析也被應用於製造業和供應鏈，以最佳化營運。從預測性機械維護到分析物流和供應商績效，認知系統幫助製造商提高效率、減少停機時間，並在潛在問題演變成嚴重問題之前更快地做出回應。

哪些創新將塑造認知分析的未來？

認知分析正以驚人的速度持續發展，人工智慧和機器學習領域的創新正推動其未來的無限潛力。其中一個最重要的進展是深度學習的融合，深度學習是機器學習的一個分支。深度學習利用神經網路在多個抽象層次上分析數據，使認知系統能夠以前所未有的精度處理和解讀非結構化數據，例如影像和音訊記錄。這項創新在醫療保健領域產生了特別顯著的影響，醫學影像和語音辨識技術在疾病診斷和輔助手術方面變得更加精準可靠。此外，自然語言處理的進步使認知分析系統能夠更好地理解和產生人類語言，從而實現人機之間更直覺的互動。這為語音啟動的認知系統開啟了可能性，這些系統可以輔助完成從客戶服務到能夠處理複雜多步驟任務的個人助理等各種任務。雲端運算也在認知分析的擴展中發揮關鍵作用。它能夠即時儲存和處理大量資料集，使雲端基礎的認知系統能夠快速擴展並按需提供洞察，從而使各種規模的企業都能更輕鬆地使用這項技術。另一項關鍵創新是認知分析在預測建模和決策中的應用日益廣泛，尤其是在即時環境中。例如，在金融市場，認知系統能夠即時處理市場數據，預測股價走勢，並基於即時數據提出投資提案，從而實現更快、更明智的決策。此外，認知分析與其他新興技術（例如物聯網和區塊鏈）的融合，也正在改變企業管理和分析來自連網設備的數據以及保障交易安全的方式。

哪些因素正在推動認知分析市場的成長？

認知分析市場的成長受多種因素驅動，包括人工智慧和機器學習技術的進步、巨量資料爆炸性成長以及對個人化即時洞察日益成長的需求。其中一個關鍵促進因素是各行業每天產生的非結構化資料量不斷增加。來自社群媒體、電子郵件、物聯網設備、多媒體內容等的數據難以使用傳統分析工具進行有效處理和分析。認知分析憑藉其處理非結構化資料的能力，已成為企業將這些海量資訊轉化為競爭優勢的關鍵解決方案。此外，雲端運算的興起和運算能力的提升使得企業能夠更輕鬆、更有經濟地實施認知分析解決方案。雲端平台能夠儲存和處理大型資料集，從而提供將認知系統整合到營運中所需的靈活性，而無需大量的領先基礎設施投資。另一個關鍵的成長要素是零售、醫療保健和金融服務等行業對個人化客戶體驗的日益重視。消費者現在期望品牌能夠了解他們的偏好，並提供個人化的最佳化體驗。認知分析使企業能夠更深入地分析客戶數據，並提供個人化推薦、精準行銷和客製化服務，從而提升客戶滿意度和忠誠度。此外，物聯網設備在製造業、運輸業和智慧城市等行業的日益普及也推動了認知分析的需求。這些設備持續產生即時數據，認知系統可以處理這些數據，從而最佳化營運、改善預測性維護並增強決策流程。最後，隨著企業越來越重視合規性和風險管理，他們正在採用認知分析來更有效地管理風險並確保符合複雜的法規要求。隨著企業不斷優先考慮數據驅動的決策和營運效率，預計未來幾年認知分析市場將持續成長。

部分：

組件（工具、服務）、部署類型（本地部署、雲端部署）、最終用途（IT 和通訊、製造業、航太和國防、銀行、金融服務和保險、零售和消費品、其他最終用途）

受訪公司範例

  • 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

人工智慧整合

我們正在利用檢驗的專家內容和人工智慧工具，革新市場和競爭情報分析。

Global Industry Analysts 並沒有依賴通用的 LLM 或查詢產業專用的SLM，而是建立了一個由世界各地領域專家精心整理的內容庫，包括視訊轉錄、部落格、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

我們最新發布的報告納入了關稅對區域市場的影響，正如全球產業分析師預測的那樣，關稅將改變企業的競爭地位，而企業的競爭地位將取決於其總部所在地、製造地以及進出口（成品和OEM產品）。這種複雜多變的市場現實將透過微觀和宏觀市場動態影響競爭對手，包括銷貨成本增加、盈利下降以及供應鏈重組。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 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
  • 亞太地區
  • 世界其他地區

第4章 競賽

簡介目錄
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