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市场调查报告书
商品编码
1765378

全球认知系统、内容分析与发现软体市场

Cognitive Systems, Content Analytics and Discovery Software
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 223 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球认知系统、内容分析和发现软体市场规模将达到 1,338 亿美元

全球认知系统、内容分析和发现软体市场规模预计在2024年为435亿美元，预计到2030年将达到1338亿美元，2024年至2030年的复合年增长率为20.6%。机器学习是本报告分析的细分市场之一，预计其复合年增长率为20.9%，到分析期结束时规模将达到379亿美元。自然语言处理细分市场在分析期间的复合年增长率预计为24.5%。

美国市场规模估计为 126 亿美元，中国市场预计复合年增长率为 19.8%

美国认知系统、内容分析和发现软体市场规模预计在2024年达到126亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到204亿美元，在分析期间（2024-2030年）的复合年增长率为19.8%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间的复合年增长率分别为18.1%和17.1%。在欧洲，预计德国的复合年增长率约为14.0%。

全球认知系统、内容分析和发现软体市场—主要趋势和驱动因素摘要

为什么认知系统、内容分析和搜寻软体对现代企业至关重要？

对于希望管理大量非结构化资料并从中获取价值的企业而言，认知系统、内容分析和搜寻软体正成为不可或缺的工具。这些系统利用人工智慧 (AI)、机器学习 (ML) 和自然语言处理 (NLP) 等先进技术，帮助企业分析和解读复杂资料集，从而获得关键洞察。金融、医疗保健和零售等行业已从这些系统中受益匪浅，它们透过提供即时洞察和预测分析来增强决策能力。自动化流程并以前所未有的速度分析数据的能力，正帮助企业在日益数据主导的经济环境中保持竞争力。

科技进步如何推动认知系统的创新？

技术进步正在显着提升认知系统和发现软体的功能。将人工智慧和机器学习整合到这些系统中，可以自动分析大量资料集，识别传统资料工具无法辨识的模式和趋势。自然语言处理 (NLP) 的进步也扩展了内容分析的范围，使公司能够更精确地分析客户情绪、社群媒体趋势和内部沟通。此外，云端处理彻底改变了这些技术的扩充性，使各种规模的企业都能更容易使用它们。现在，公司无需庞大的内部基础设施即可处理和分析大量数据。

哪些产业在引领认知系统和发现软体的采用？

高度依赖数据驱动决策的行业正在引领认知系统和发现软体的应用。在医疗保健领域，这些技术有助于分析患者数据、预测诊断和个人化治疗方案。金融机构正在利用它们进行风险分析、诈欺侦测，并透过聊天机器人和虚拟助理提升客户服务。零售公司正在采用内容分析来更好地了解消费行为、优化库存并制定个人化行销策略。律师事务所和合规部门也正在采用发现软体来简化文件分析并确保合规性，从而进一步推动市场需求。

推动认知系统、内容分析和搜寻软体市场成长的关键因素是什么？

认知系统、内容分析和搜寻软体市场的成长受到多种因素的推动，包括非结构化资料的指数级增长、人工智慧和机器学习技术的进步，以及对资料主导决策日益增长的需求。随着企业从物联网、社群媒体和云端平台等来源产生越来越多的数据，对分析这些数据的复杂工具的需求变得至关重要。此外，云端基础的解决方案的采用降低了进入门槛，即使是中小型企业也能从这些技术中受益。对提高业务效率、提升客户体验和满足监管要求的日益关注，进一步推动了此类系统的采用。

部分

应用程式（机器学习、自然语言处理、自动推理、语音分析和其他应用）

受访公司范例

  • Adobe Systems, Inc.
  • Google, Inc.
  • IBM Corporation
  • Microsoft Corporation
  • OpenText Corporation
  • Oracle Corporation
  • Palantir Technologies
  • SAP SE
  • SAS Institute, Inc.
  • Symantec Corporation

人工智慧集成

全球产业分析师正在利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global Industry Analysts 没有遵循查询 LLM 或特定产业SLM 的典型规范，而是建立了一个来自全球领域专家的精选内容库，其中包括视频记录、博客、搜寻引擎研究以及大量公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地、进出口状况（成品和原始OEM）预测其竞争态势的变化。这种复杂且多面向的市场动态预计将以多种方式影响竞争对手，包括销货成本成本 (COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

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
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP16274

Global Cognitive Systems, Content Analytics and Discovery Software Market to Reach US$133.8 Billion by 2030

The global market for Cognitive Systems, Content Analytics and Discovery Software estimated at US$43.5 Billion in the year 2024, is expected to reach US$133.8 Billion by 2030, growing at a CAGR of 20.6% over the analysis period 2024-2030. Machine Learning, one of the segments analyzed in the report, is expected to record a 20.9% CAGR and reach US$37.9 Billion by the end of the analysis period. Growth in the Natural Language Processing segment is estimated at 24.5% CAGR over the analysis period.

The U.S. Market is Estimated at US$12.6 Billion While China is Forecast to Grow at 19.8% CAGR

The Cognitive Systems, Content Analytics and Discovery Software market in the U.S. is estimated at US$12.6 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$20.4 Billion by the year 2030 trailing a CAGR of 19.8% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 18.1% and 17.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 14.0% CAGR.

Global Cognitive Systems, Content Analytics and Discovery Software Market - Key Trends & Drivers Summarized

Why Are Cognitive Systems, Content Analytics, and Discovery Software Essential for Modern Enterprises?

Cognitive systems, content analytics, and discovery software are becoming essential tools for organizations seeking to manage and extract value from large volumes of unstructured data. By leveraging advanced technologies like artificial intelligence (AI), machine learning (ML), and natural language processing (NLP), these systems enable businesses to analyze and interpret complex data sets, making critical insights accessible. Industries such as finance, healthcare, and retail benefit significantly from these systems, which enhance decision-making by providing real-time insights and predictive analytics. The ability to automate processes and analyze data at unprecedented speed is helping businesses remain competitive in an increasingly data-driven economy.

How Are Technological Advancements Driving Innovations in Cognitive Systems?

Technological advancements are significantly enhancing the capabilities of cognitive systems and discovery software. The integration of AI and ML into these systems allows for the automated analysis of vast data sets, identifying patterns and trends that were previously invisible to traditional data tools. NLP advancements have also expanded the scope of content analytics, enabling organizations to analyze customer sentiment, social media trends, and internal communications with greater accuracy. Moreover, cloud computing has revolutionized the scalability of these technologies, making them more accessible to businesses of all sizes, which can now process and analyze large amounts of data without the need for extensive in-house infrastructure.

What Industries Are Leading the Adoption of Cognitive Systems and Discovery Software?

Industries that rely heavily on data-driven decision-making are leading the adoption of cognitive systems and discovery software. In the healthcare sector, these technologies help in patient data analysis, predictive diagnostics, and personalized treatment plans. Financial institutions use them for risk analysis, fraud detection, and enhancing customer service through chatbots and virtual assistants. Retail businesses employ content analytics to better understand consumer behavior, optimize inventory, and personalize marketing strategies. Legal firms and compliance departments are also adopting discovery software to streamline document analysis and ensure regulatory compliance, further driving market demand.

What Are the Key Growth Drivers of the Cognitive Systems, Content Analytics, and Discovery Software Market?

The growth in the cognitive systems, content analytics, and discovery software market is driven by several factors, including the exponential growth of unstructured data, advancements in AI and ML technologies, and the rising demand for data-driven decision-making. As businesses generate more data from sources like IoT, social media, and cloud platforms, the need for sophisticated tools to analyze this data has become critical. Additionally, the adoption of cloud-based solutions has lowered the barriers to entry, enabling smaller companies to benefit from these technologies. The growing focus on improving operational efficiency, enhancing customer experiences, and meeting regulatory requirements is further propelling the adoption of these systems.

SCOPE OF STUDY:

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

Segments:

Application (Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics, Other Applications)

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 99 Featured) -

  • Adobe Systems, Inc.
  • Google, Inc.
  • IBM Corporation
  • Microsoft Corporation
  • OpenText Corporation
  • Oracle Corporation
  • Palantir Technologies
  • SAP SE
  • SAS Institute, Inc.
  • Symantec Corporation

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
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Tariff Impact on Global Supply Chain Patterns
    • Cognitive Systems, Content Analytics and Discovery Software - 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 Demand for AI-Powered Analytics and Cognitive Solutions
    • Increasing Need for Content Analytics in Marketing and Customer Insights
    • Growing Adoption of Machine Learning for Predictive and Prescriptive Analytics
    • Advancements in Natural Language Processing (NLP) for Improved Data Analysis
    • Expansion of Cognitive Systems in Healthcare for Medical Data Interpretation
    • Growth of Cloud-Based Content Analytics Platforms for Scalability
    • Rising Use of Cognitive Systems in Fraud Detection and Risk Management
    • Increasing Adoption of Discovery Software in Legal and Compliance Sectors
    • Integration of AI-Driven Insights with Enterprise Resource Planning (ERP) Systems
    • Growing Use of Cognitive Systems for Real-Time Data Processing and Decision-Making
    • Demand for Automated Content Discovery Solutions in Media and Publishing
    • Focus on Enhancing Customer Experiences Through AI-Enabled Content Personalization
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Systems, Content Analytics and Discovery Software Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software 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 Systems, Content Analytics and Discovery Software 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 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 5: 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 6: 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 7: 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 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 Speech 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 11: World 6-Year Perspective for Speech Analytics 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 Other Applications 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 Other Applications 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 Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 14: USA Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 15: USA 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 16: Canada Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 17: Canada 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Cognitive Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 18: Japan Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 19: Japan 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • CHINA
    • Cognitive Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 20: China Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 21: China 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Cognitive Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 22: Europe Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software 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 23: Europe 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 24: Europe Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 25: Europe 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Cognitive Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 26: France Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 27: France 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Cognitive Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 28: Germany Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 29: Germany 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 30: Italy Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: Italy 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Cognitive Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 32: UK Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: UK 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 34: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Rest of Europe 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Cognitive Systems, Content Analytics and Discovery Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 36: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Asia-Pacific 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 38: Rest of World Recent Past, Current & Future Analysis for Cognitive Systems, Content Analytics and Discovery Software by Application - Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Rest of World 6-Year Perspective for Cognitive Systems, Content Analytics and Discovery Software by Application - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Automated Reasoning, Speech Analytics and Other Applications for the Years 2025 & 2030

IV. COMPETITION