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市場調查報告書
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1874611

全球認知操控市場

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個工作天內

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簡介目錄

全球認知營運市場預計到2030年將達到675億美元。

全球認知營運市場預計在2024年達到194億美元，預計到2030年將達到675億美元，在分析期間（2024-2030年）內複合年成長率（CAGR）為23.0%。本報告分析的細分市場之一－雲端部署，預計複合年成長率將達到24.9%，並在分析期結束時達到469億美元。本地部署細分市場預計在分析期間內複合年成長率為19.5%。

美國市場規模估計為54億美元，而中國市場預計將以21.7%的複合年成長率成長。

預計2024年，美國認知操作市場規模將達54億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到101億美元，在2024年至2030年的分析期間內，複合年成長率（CAGR）將達到21.7%。其他值得關注的區域市場包括日本和加拿大，預計在分析期內，這兩個市場的複合年成長率將分別達到20.8%和19.1%。在歐洲，德國的複合年成長率預計將達到約15.2%。

全球認知營運市場—主要市場趨勢與促進因素概述

什麼是認知操作？為什麼它們會徹底改變現代工作流程？

認知營運是指利用先進的人工智慧 (AI) 和機器學習 (ML) 技術來自動化和增強業務營運中的決策流程。與依賴人工干預或預定義規則的傳統運作不同，認知營運利用人工智慧分析大型資料集，識別模式，並即時做出智慧決策。這些系統模擬人類的認知能力，例如推理、學習和解決問題，但速度更快，準確率更高。認知營運不僅僅是自動化重複性任務；它旨在利用數據驅動的洞察力來最佳化工作流程、預測未來趨勢，並為複雜的業務挑戰提供即時解決方案。無論是偵測金融交易中的異常情況、最佳化供應鏈物流，或是利用人工智慧聊天機器人改善客戶服務，認知營運都在改變組織的運作方式，實現前所未有的效率、敏捷性和準確性。

認知操作如何影響關鍵業務功能？

認知營運的採用正在對各種核心業務職能產生深遠影響，從客戶服務和供應鏈管理到IT營運和人力資源。在客戶服務領域，人工智慧驅動的認知運作為智慧聊天機器人和虛擬助理提供支持，它們可以處理客戶諮詢、解決問題，甚至根據過往行為推薦產品。這些系統從每一次互動中學習並不斷改進，從而提供更快、更準確的回應。在供應鏈管理領域，認知營運使企業能夠即時分析大量數據，從而實現更智慧的庫存管理、需求預測和物流規劃。透過預測潛在的中斷並最佳化路線，企業可以降低成本並提高效率。在IT營運領域，認知解決方案正在革新事件管理和網路安全，偵測異常情況、自動化系統診斷，並提供預測性維護解決方案，在故障發生前就加以預防。人力資源職能也得到了提升，例如使用人工智慧工具篩檢履歷、進行面試和提供員工績效分析。透過將人工智慧整合到這些關鍵領域，認知營運確保企業營運更加順暢，減少錯誤，並做出更快、更基於數據的決策。

哪些技術支援認知操作？

認知運作的核心在於幾項最尖端科技：自然語言處理 (NLP)、機器學習 (ML)、資料分析和機器人流程自動化 (RPA)。 NLP 使認知系統能夠理解、解釋和產生人類語言，這對於聊天機器人、情緒分析以及客戶服務和虛擬助理中使用的語音辨識系統等應用至關重要。機器學習是另一個關鍵要素，它使認知運作能夠隨著時間的推移從數據中學習並改善其決策流程。這在預測分析中尤其重要，因為機器學習模型可以識別趨勢、預測結果並根據歷史數據最佳化未來的營運。數據分析在認知運作中發揮關鍵作用，它使組織能夠理解大量的結構化和非結構化數據，並提供可操作的洞察，從而改善工作流程和決策。此外，機器人流程自動化 (RPA) 可以自動執行重複性的手動任務，例如資料輸入、交易處理和查詢回應，使員工能夠專注於更具策略性的舉措。這些技術的協同效應使認知營運能夠提供一個強大、靈活且智慧的框架，用於自動化和最佳化各種業務流程。此外，雲端運算和人工智慧基礎設施的進步使得企業更容易採用和擴展這些技術，進一步加速了各行業認知營運的採用。

哪些因素正在推動認知營運市場的成長？

認知營運市場的成長受多種因素驅動，其中最顯著的是業務營運日益複雜化、自動化需求不斷成長以及對即時數據驅動決策的需求。隨著企業數位化程度的不斷提高，來自物聯網設備、社群媒體和企業應用等多種管道的數據量呈指數級成長。認知營運能夠即時處理和分析這些數據，從而幫助企業做出更快、更明智的決策，並獲得競爭優勢。另一個關鍵促進因素是各產業自動化應用的日益普及。企業致力於降低營運成本、減少人為錯誤並提高效率，而認知營運恰好能夠實現這些目標。機器人流程自動化 (RPA) 等技術正被廣泛採用，尤其是在金融、醫療保健和製造業等人工流程耗時、勞力密集且容易出錯的行業。此外，不斷變化的消費者期望要求企業提供更快、更個人化的體驗。人工智慧驅動的認知營運能夠實現即時客戶回應、預測性維護和個人化推薦，所有這些都有助於提升客戶滿意度。各行業數位轉型的日益普及也推動了市場成長。為了在瞬息萬變、數據驅動的世界中保持競爭力，企業紛紛投資認知解決方案。此外，人工智慧技術的進步，包括深度學習和自然語言處理，不斷提升認知運作的能力，使其更容易被各種規模的企業所接受和使用。最後，對網路安全和風險管理的日益重視也促使企業採用認知營運，以更有效地檢測和緩解威脅，並確保營運韌性。

部分：

元件（解決方案、服務）、部署類型（雲端、本地部署）、應用程式（IT 維運分析、應用效能管理、基礎架構管理、安全分析、網路分析、其他應用）

受訪公司範例

  • 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 並沒有查詢通用的 LLM 或產業專用的SLM，而是建立了一個由世界各地領域專家精心策劃的內容庫，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: 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