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市场调查报告书
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1874611

全球认知操控市场

Cognitive Operations
出版日期: | 出版商: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 英文 184 Pages | 商品交期: 最快1-2个工作天内

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简介目录

全球认知营运市场预计到2030年将达到675亿美元。

全球认知营运市场预计在2024年达到194亿美元，预计到2030年将达到675亿美元，在分析期间（2024-2030年）内复合年增长率（CAGR）为23.0%。本报告分析的细分市场之一－云端部署，预计复合年增长率将达到24.9%，并在分析期结束时达到469亿美元。本地部署细分市场预计在分析期间内复合年增长率为19.5%。

美国市场规模估计为54亿美元，而中国市场预计将以21.7%的复合年增长率成长。

预计2024年，美国认知操作市场规模将达54亿美元。作为世界第二大经济体，中国预计到2030年市场规模将达到101亿美元，在2024年至2030年的分析期间内，复合年增长率（CAGR）将达到21.7%。其他值得关注的区域市场包括日本和加拿大，预计在分析期内，这两个市场的复合年增长率将分别达到20.8%和19.1%。在欧洲，德国的复合年增长率预计将达到约15.2%。

全球认知营运市场—主要市场趋势与驱动因素概述

什么是认知操作？为什么它们会彻底改变现代工作流程？

认知营运是指利用先进的人工智慧 (AI) 和机器学习 (ML) 技术来自动化和增强业务营运中的决策流程。与依赖人工干预或预定义规则的传统运作不同，认知运营利用人工智慧分析大型资料集，识别模式，并即时做出智慧决策。这些系统模拟人类的认知能力，例如推理、学习和解决问题，但速度更快，准确率更高。认知营运不仅仅是自动化重复性任务；它旨在利用数据驱动的洞察力来优化工作流程、预测未来趋势，并为复杂的业务挑战提供即时解决方案。无论是侦测金融交易中的异常情况、优化供应链物流，或是利用人工智慧聊天机器人改善客户服务，认知营运都在改变组织的运作方式，实现前所未有的效率、敏捷性和准确性。

认知操作如何影响关键业务功能？

认知营运的采用正在对各种核心业务职能产生深远影响，从客户服务和供应链管理到IT营运和人力资源。在客户服务领域，人工智慧驱动的认知运作为智慧聊天机器人和虚拟助理提供支持，它们可以处理客户咨询、解决问题，甚至根据过往行为推荐产品。这些系统从每一次互动中学习并不断改进，从而提供更快、更准确的回应。在供应链管理领域，认知营运使企业能够即时分析大量数据，从而实现更智慧的库存管理、需求预测和物流规划。透过预测潜在的中断并优化路线，企业可以降低成本并提高效率。在IT营运领域，认知解决方案正在革新事件管理和网路安全，侦测异常情况、自动化系统诊断，并提供预测性维护解决方案，在故障发生前就加以预防。人力资源职能也得到了提升，例如使用人工智慧工具筛检履历、进行面试和提供员工绩效分析。透过将人工智慧整合到这些关键领域，认知营运确保企业营运更加顺畅，减少错误，并做出更快、更基于数据的决策。

哪些技术支援认知操作？

认知运作的核心在于几项最尖端科技：自然语言处理 (NLP)、机器学习 (ML)、资料分析和机器人流程自动化 (RPA)。 NLP 使认知系统能够理解、解释和产生人类语言，这对于聊天机器人、情绪分析以及客户服务和虚拟助理中使用的语音辨识系统等应用至关重要。机器学习是另一个关键要素，它使认知运作能够随着时间的推移从数据中学习并改善其决策流程。这在预测分析中尤其重要，因为机器学习模型可以识别趋势、预测结果并根据历史数据优化未来的营运。数据分析在认知运作中发挥关键作用，它使组织能够理解大量的结构化和非结构化数据，并提供可操作的洞察，从而改善工作流程和决策。此外，机器人流程自动化 (RPA) 可以自动执行重复性的手动任务，例如资料输入、交易处理和查询回应，使员工能够专注于更具策略性的倡议。这些技术的协同效应使认知营运能够提供一个强大、灵活且智慧的框架，用于自动化和优化各种业务流程。此外，云端运算和人工智慧基础设施的进步使得企业更容易采用和扩展这些技术，进一步加速了各行业认知运营的采用。

哪些因素正在推动认知营运市场的成长？

认知营运市场的成长受多种因素驱动，其中最显着的是业务营运日益复杂化、自动化需求不断增长以及对即时数据驱动决策的需求。随着企业数位化程度的不断提高，来自物联网设备、社群媒体和企业应用等多种管道的数据量呈指数级增长。认知营运能够即时处理和分析这些数据，从而帮助企业做出更快、更明智的决策，并获得竞争优势。另一个关键驱动因素是各产业自动化应用的日益普及。企业致力于降低营运成本、减少人为错误并提高效率，而认知营运恰好能够实现这些目标。机器人流程自动化 (RPA) 等技术正被广泛采用，尤其是在金融、医疗保健和製造业等人工流程耗时、劳力密集且容易出错的行业。此外，不断变化的消费者期望要求企业提供更快、更个人化的体验。人工智慧驱动的认知营运能够实现即时客户回应、预测性维护和个人化推荐，所有这些都有助于提升客户满意度。各行业数位转型的日益普及也推动了市场成长。为了在瞬息万变、数据驱动的世界中保持竞争力，企业纷纷投资认知解决方案。此外，人工智慧技术的进步，包括深度学习和自然语言处理，不断提升认知运作的能力，使其更容易被各种规模的企业所接受和使用。最后，对网路安全和风险管理的日益重视也促使企业采用认知运营，以更有效地检测和缓解威胁，并确保营运韧性。

部分：

元件（解决方案、服务）、部署类型（云端、本地部署）、应用程式（IT 维运分析、应用效能管理、基础架构管理、安全分析、网路分析、其他应用）

受访公司范例

  • AppDynamics, Inc.
  • Appnomic Systems Pvt. Ltd.
  • Bay Dynamics, Inc.
  • BMC Software, Inc.
  • CA Technologies, Inc.
  • CloudFabrix Software Inc.,
  • Correlata Solutions
  • Corvil Limited
  • Devo
  • Dynatrace LLC
  • HCL Technologies Ltd.
  • IBM Corporation
  • Interlink Software Services Ltd.
  • Logz.Io
  • Loom Systems
  • Micro Focus International PLC
  • New Relic, Inc.
  • Risc Networks
  • ScienceLogic, Inc.
  • ServiceNow, Inc.
  • Splunk, Inc.
  • Sumo Logic
  • Vmware, Inc.
  • Ymor Netherlands
  • Zenoss, Inc.

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 并没有查询通用的 LLM 或产业专用的SLM，而是建立了一个由世界各地领域专家精心策划的内容库，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: MCP11137

Global Cognitive Operations Market to Reach US$67.5 Billion by 2030

The global market for Cognitive Operations estimated at US$19.4 Billion in the year 2024, is expected to reach US$67.5 Billion by 2030, growing at a CAGR of 23.0% over the analysis period 2024-2030. Cloud Deployment, one of the segments analyzed in the report, is expected to record a 24.9% CAGR and reach US$46.9 Billion by the end of the analysis period. Growth in the On-Premise Deployment segment is estimated at 19.5% CAGR over the analysis period.

The U.S. Market is Estimated at US$5.4 Billion While China is Forecast to Grow at 21.7% CAGR

The Cognitive Operations market in the U.S. is estimated at US$5.4 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$10.1 Billion by the year 2030 trailing a CAGR of 21.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 20.8% and 19.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 15.2% CAGR.

Global Cognitive Operations Market - Key Trends and Drivers Summarized

What Is Cognitive Operations and Why Is It Revolutionizing Modern Workflows?

Cognitive operations refer to the use of advanced artificial intelligence (AI) and machine learning (ML) technologies to automate and enhance decision-making processes in business operations. Unlike traditional operations, which rely on manual interventions and predefined rules, cognitive operations leverage AI to analyze large datasets, identify patterns, and make intelligent decisions in real-time. These systems simulate human cognitive abilities such as reasoning, learning, and problem-solving, but at a much faster and more accurate level. Cognitive operations are not just about automating repetitive tasks; they are about using data-driven insights to optimize workflows, predict future trends, and provide real-time solutions to complex business challenges. Whether it's detecting anomalies in financial transactions, optimizing supply chain logistics, or improving customer service through AI-driven chatbots, cognitive operations are transforming how organizations function, offering unprecedented levels of efficiency, agility, and accuracy.

How Are Cognitive Operations Impacting Key Business Functions?

The implementation of cognitive operations is having a profound impact on various core business functions, from customer service and supply chain management to IT operations and human resources. In customer service, AI-driven cognitive operations are being used to power intelligent chatbots and virtual assistants that can handle customer queries, troubleshoot issues, and even recommend products based on past behaviors. These systems are capable of learning from every interaction, improving over time to provide faster and more accurate responses. In supply chain management, cognitive operations enable organizations to analyze massive amounts of data in real-time, allowing for smarter inventory management, demand forecasting, and logistical planning. By predicting potential disruptions and optimizing routes, companies can reduce costs and increase efficiency. In IT operations, cognitive solutions are revolutionizing incident management and cybersecurity by detecting anomalies, automating system diagnostics, and providing predictive maintenance solutions that help prevent outages before they happen. Even human resources functions are being enhanced, with AI tools used to screen resumes, conduct interviews, and provide employee performance analytics. Cognitive operations, by integrating AI into these critical areas, are enabling businesses to operate more smoothly, reduce errors, and make quicker, data-driven decisions.

What Technologies Are Powering Cognitive Operations?

At the heart of cognitive operations are several cutting-edge technologies, including natural language processing (NLP), machine learning (ML), data analytics, and robotic process automation (RPA). NLP allows cognitive systems to understand, interpret, and generate human language, which is crucial for applications like chatbots, sentiment analysis, and voice recognition systems used in customer service and virtual assistants. Machine learning is another key component, enabling cognitive operations to learn from data over time and improve decision-making processes. This is particularly valuable in predictive analytics, where ML models can identify trends, predict outcomes, and optimize future operations based on historical data. Data analytics plays a vital role in cognitive operations, allowing organizations to make sense of vast amounts of structured and unstructured data, providing actionable insights for improving workflows and decision-making. Additionally, RPA automates repetitive, manual tasks such as data entry, processing transactions, and responding to inquiries, which frees up human employees to focus on more strategic initiatives. The synergy of these technologies allows cognitive operations to provide a robust, flexible, and intelligent framework for automating and optimizing a wide range of business processes. Moreover, advances in cloud computing and AI infrastructure have made it easier for businesses to adopt and scale these technologies, further accelerating the adoption of cognitive operations across industries.

What Factors are Behind the Growth of the Cognitive Operations Market?

The growth in the cognitive operations market is driven by several factors, most notably the increasing complexity of business operations, the rising demand for automation, and the need for real-time data-driven decision-making. As businesses become more digitized, the volume of data generated from multiple sources, including IoT devices, social media, and enterprise applications, is growing exponentially. Cognitive operations provide the capability to process and analyze this data in real-time, offering businesses a competitive edge by enabling faster and more informed decisions. Another key driver is the push for automation across industries. Organizations are looking to reduce operational costs, minimize human errors, and improve efficiency, all of which are made possible by cognitive operations. Technologies like robotic process automation (RPA) are particularly popular in industries such as finance, healthcare, and manufacturing, where manual processes are time-consuming and prone to error. Moreover, as consumer expectations evolve, businesses need to provide more responsive, personalized experiences. Cognitive operations, powered by AI, enable real-time customer service interactions, predictive maintenance, and personalized recommendations, all of which drive greater customer satisfaction. The growing trend of digital transformation across industries is also contributing to the market's expansion, as organizations invest in cognitive solutions to stay competitive in a fast-paced, data-driven world. Furthermore, advancements in AI technologies, including deep learning and natural language processing, are continuously improving the capabilities of cognitive operations, making them more accessible and affordable for businesses of all sizes. Finally, the increasing focus on cybersecurity and risk management is pushing organizations to adopt cognitive operations to detect and mitigate threats more effectively, ensuring greater operational resilience.

SCOPE OF STUDY:

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

Segments:

Component (Solutions, Services); Deployment (Cloud, On-Premise); Application (IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network 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 22 Featured) -

  • AppDynamics, Inc.
  • Appnomic Systems Pvt. Ltd.
  • Bay Dynamics, Inc.
  • BMC Software, Inc.
  • CA Technologies, Inc.
  • CloudFabrix Software Inc.,
  • Correlata Solutions
  • Corvil Limited
  • Devo
  • Dynatrace LLC
  • HCL Technologies Ltd.
  • IBM Corporation
  • Interlink Software Services Ltd.
  • Logz.Io
  • Loom Systems
  • Micro Focus International PLC
  • New Relic, Inc.
  • Risc Networks
  • ScienceLogic, Inc.
  • ServiceNow, Inc.
  • Splunk, Inc.
  • Sumo Logic
  • Vmware, Inc.
  • Ymor Netherlands
  • Zenoss, Inc.

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 Operations - 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 Operational Efficiency Propels Growth in Cognitive Operations Solutions
    • AI-Driven Automation Strengthens the Business Case for Cognitive Operations in Enterprises
    • Focus on Predictive Maintenance Expands Addressable Market Opportunity for Cognitive Operations
    • Integration of Machine Learning and Data Analytics Drives Adoption of Cognitive Operations Across Industries
    • Increasing Complexity of IT Infrastructure Generates Demand for Cognitive Operations in System Management
    • Rising Use of Cognitive Operations in IT Incident Management Accelerates Demand for Proactive Solutions
    • Growing Emphasis on Real-Time Data Analysis Drives Adoption of Cognitive Operations in Critical Sectors
    • Proliferation of IoT Devices Spurs Growth in Cognitive Operations for Smart Manufacturing and Logistics
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: 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 2: 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 3: 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 4: 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 5: World Recent Past, Current & Future Analysis for Solutions 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 6: World 6-Year Perspective for Solutions 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 7: 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 8: 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 9: World Recent Past, Current & Future Analysis for IT Operations 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 10: World 6-Year Perspective for IT Operations 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 11: World Recent Past, Current & Future Analysis for Application Performance Management 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 12: World 6-Year Perspective for Application Performance Management 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 13: World Recent Past, Current & Future Analysis for Infrastructure Management 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 14: World 6-Year Perspective for Infrastructure Management 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 15: World Recent Past, Current & Future Analysis for Security 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 16: World 6-Year Perspective for Security 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 17: World Recent Past, Current & Future Analysis for Network 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 18: World 6-Year Perspective for Network 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 19: 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 20: 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
    • TABLE 21: World Cognitive Operations Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Cognitive Operations 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 Cognitive Operations 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

III. MARKET ANALYSIS

  • UNITED STATES
    • Cognitive Operations 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 Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 25: USA 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 26: USA Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 27: USA 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 28: USA Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 29: USA 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 30: Canada Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: Canada 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: Canada 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Canada 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Cognitive Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 36: Japan Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Japan 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Japan 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Japan 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • CHINA
    • Cognitive Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 42: China Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: China 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 44: China Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: China 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 46: China Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: China 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Cognitive Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 48: Europe Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Europe 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions 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 Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Europe 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Cognitive Operations 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 55: Europe 6-Year Perspective for Cognitive Operations by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
  • FRANCE
    • Cognitive Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 56: France Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: France 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 58: France Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: France 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 60: France Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: France 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Cognitive Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 62: Germany Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Germany 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 64: Germany Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Germany 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Germany 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 68: Italy Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Italy 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 70: Italy Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Italy 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Italy 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Cognitive Operations 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 Operations by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: UK 6-Year Perspective for Cognitive Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 76: UK Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: UK 6-Year Perspective for Cognitive Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 78: UK Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: UK 6-Year Perspective for Cognitive Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 80: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - 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 Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 82: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - 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 Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - 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 Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Cognitive Operations 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 Operations by Deployment - Cloud and On-Premise - 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 Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 88: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - 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 Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - 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 Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 92: Rest of World Recent Past, Current & Future Analysis for Cognitive Operations by Deployment - Cloud and On-Premise - 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 Operations by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2025 & 2030
    • TABLE 94: Rest of World Recent Past, Current & Future Analysis for Cognitive Operations by Component - Solutions and Services - 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 Operations by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2025 & 2030
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Cognitive Operations by Application - IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications - 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 Operations by Application - Percentage Breakdown of Value Sales for IT Operations Analytics, Application Performance Management, Infrastructure Management, Security Analytics, Network Analytics and Other Applications for the Years 2025 & 2030

IV. COMPETITION