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PUBLISHER: KBV Research | PRODUCT CODE: 1599377

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PUBLISHER: KBV Research | PRODUCT CODE: 1599377

Global IT Operations Analytics Market Size, Share & Trends Analysis Report By Enterprise Size, By Technology, By Deployment Type, By Application, By End Use, By Regional Outlook and Forecast, 2024 - 2031

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The Global IT Operations Analytics Market size is expected to reach $69.3 billion by 2031, rising at a market growth of 24.9% CAGR during the forecast period.

The increasing adoption of digital services and e-governance initiatives propels the segment's growth. Governments worldwide are leveraging ITOA tools to monitor critical IT infrastructure, ensure the reliability of public services, and safeguard sensitive citizen data from cyber threats. With growing concerns about cybersecurity and the need for efficient resource allocation, ITOA supports government agencies in managing large-scale IT networks, detecting anomalies, and maintaining operational continuity during crises. Thus, the government segment procured 14% revenue share in the IT operations analytics market in 2023.

The major strategies followed by the market participants are Partnership as the key developmental strategy to keep pace with the changing demands of end users. For instance, 2024, August, Alteryx partnered with Udacity, an American educational company, to launch a comprehensive data preparation course using Alteryx Designer. This partnership aimed to expand AI and data literacy, offering hands-on training to equip learners with essential skills for predictive analytics, and supporting the growing demand for data-savvy professionals in modern organizations. Additionally, In June, 2024, IBM Corporation partnered with Telefonica Tech, a Spanish telecommunications company, to enhance AI, analytics, and data governance solutions in Spain. This partnership would develop an open, hybrid, multi-cloud platform, SHARK.X, featuring IBM's Watson AI and Data platform.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation is the forerunner in the IT Operations Analytics Market. Companies such as IBM Corporation, Oracle Corporation, and SAP SE are some of the key innovators in IT Operations Analytics Market. In June, 2023, Microsoft Corporation signed a partnership with Moody's, a financial services company. The partnership aimed to develop advanced data, analytics, and risk solutions using Microsoft Azure OpenAI Service.

Market Growth Factors

The widespread adoption of big data analytics and artificial intelligence (AI) is revolutionizing how organizations manage their IT operations. With the exponential growth of data generated by IT systems, tools powered by big data analytics have become essential for processing and analyzing vast amounts of information.

Additionally, the increasing complexity of modern IT environments has significantly heightened the demand for real-time monitoring solutions. As organizations adopt hybrid cloud infrastructures, edge computing, and Internet of Things (IoT) devices, their IT landscapes have become more dynamic and interconnected. Thus, these factors are aiding in the growth of the market.

Market Restraining Factors

Adopting IT operations analytics (ITOA) solutions often requires substantial initial investments. These costs typically include the procurement of specialized software and hardware infrastructure, which are necessary to handle the data collection, storage, and analysis demands of ITOA systems. Furthermore, the implementation process often necessitates the hiring or training of skilled personnel capable of managing and interpreting the insights these tools provide. Hence, this financial hurdle often results in a slower adoption rate among SMEs, limiting the market's overall growth, particularly in emerging economies with higher cost sensitivity.

Enterprise Size Outlook

Based on enterprise size, the market is bifurcated into large enterprises and small & medium enterprises. The small & medium enterprises segment procured 37% revenue share in the market in 2023. SMEs increasingly adopt cost-effective and scalable ITOA solutions to enhance operational efficiency, minimize downtime, and improve customer satisfaction.

Technology Outlook

On the basis of technology, the market is classified into behavior analytics, machine-based learning, predictive analytics, root-cause analytics, and visual analytics. The predictive analytics segment witnessed 20% revenue share in the market in 2023. The segment is driven by its capability to foresee potential IT issues and recommend preventive measures.

Deployment Type Outlook

By deployment type, the market is divided into cloud and on-premise. The on-premise segment procured 43% revenue share in the market in 2023. On-premise ITOA solutions provide greater control over sensitive data, making them the preferred choice for finance, healthcare, and government industries.

Application Outlook

Based on application, the market is segmented into security management, application performance management, network management, log management, asset performance management, infrastructure management, and others. The network management segment witnessed 16% revenue share in the IT operations analytics market in 2023.

End Use Outlook

By end use, the market is divided into BFSI, government, healthcare, manufacturing, media & entertainment, telecom & IT, retail, travel & hospitality, and others. The manufacturing segment acquired 13% revenue share in the market in 2023. The segment's expansion is fueled by the adoption of Industry 4.0 technologies and IoT-enabled devices.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Europe segment garnered 31% revenue share in the market in 2023. European organizations are leveraging ITOA tools to comply with regulatory frameworks like GDPR while optimizing IT operations.

Recent Strategies Deployed in the Market

  • Aug-2024: Alteryx partnered with Udacity, an American educational company, to launch a comprehensive data preparation course using Alteryx Designer. This partnership aimed to expand AI and data literacy, offering hands-on training to equip learners with essential skills for predictive analytics, and supporting the growing demand for data-savvy professionals in modern organizations.
  • Aug-2024: Alteryx introduced new features enhancing its AI Platform for Enterprise Analytics. Key updates include Alteryx Auto Insights' improved Playbooks for self-service data exploration and Alteryx Location Intelligence's new orchestration capabilities with Alteryx Analytics Cloud (AAC) Plans, boosting efficiency and simplifying analytics for non-technical users.
  • Jun-2024: IBM Corporation partnered with Telefonica Tech, a Spanish telecommunications company, to enhance AI, analytics, and data governance solutions in Spain. This partnership would develop an open, hybrid, multi-cloud platform, SHARK.X, featuring IBM's Watson AI and Data platform.
  • Apr-2024: Fair Isaac Corporation signed a partnership with Atto, an American manufacturing company, to enhance UK lenders' credit risk assessment by integrating Open Banking data into credit scoring. This partnership combined Atto's Open Banking technology with FICO's transaction data analytics, offering predictive models that improve risk management, customer acquisition, and portfolio performance for lenders in the UK.
  • Apr-2024: Fair Isaac Corporation teamed up with Cognizant, an American IT company, to launch a cloud-based, real-time payment fraud prevention solution using FICO Falcon Fraud Manager. This AI and ML-powered offering would protect banks and payment providers in North America from fraud in instant digital payments, enhancing transaction security and reducing losses.

List of Key Companies Profiled

  • IBM Corporation
  • Oracle Corporation
  • SAP SE
  • Microsoft Corporation
  • SAS Institute Inc.
  • NTT Data Corporation
  • TIBCO Software, Inc. (Vista Equity Partners Management, LLC)
  • Salesforce, Inc.
  • Alteryx, Inc.
  • Fair Isaac Corporation (FICO)

Global IT Operations Analytics Market Report Segmentation

By Enterprise Size

  • Large Enterprises
  • Small & Medium Enterprises

By Technology

  • Behavior Analytics
  • Machine-Based Learning
  • Predictive Analytics
  • Root-Cause Analytics
  • Visual Analytics

By Deployment Type

  • Cloud
  • On-Premise

By Application

  • Security Management
  • Application Performance Management
  • Network Management
  • Log Management
  • Asset Performance Management
  • Infrastructure Management
  • Other Application

By End Use

  • BFSI
  • Government
  • Healthcare
  • Manufacturing
  • Media & Entertainment
  • Telecom & IT
  • Retail
  • Travel & Hospitality
  • Other End Use

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global IT Operations Analytics Market, by Enterprise Size
    • 1.4.2 Global IT Operations Analytics Market, by Technology
    • 1.4.3 Global IT Operations Analytics Market, by Deployment Type
    • 1.4.4 Global IT Operations Analytics Market, by Application
    • 1.4.5 Global IT Operations Analytics Market, by End Use
    • 1.4.6 Global IT Operations Analytics Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
  • 4.3 Market Share Analysis, 2023
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
    • 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, May - 2024, Aug) Leading Players
  • 4.5 Porter Five Forces Analysis

Chapter 5. Global IT Operations Analytics Market by Enterprise Size

  • 5.1 Global Large Enterprises Market by Region
  • 5.2 Global Small & Medium Enterprises Market by Region

Chapter 6. Global IT Operations Analytics Market by Technology

  • 6.1 Global Behavior Analytics Market by Region
  • 6.2 Global Machine-Based Learning Market by Region
  • 6.3 Global Predictive Analytics Market by Region
  • 6.4 Global Root-Cause Analytics Market by Region
  • 6.5 Global Visual Analytics Market by Region

Chapter 7. Global IT Operations Analytics Market by Deployment Type

  • 7.1 Global Cloud Market by Region
  • 7.2 Global On-Premise Market by Region

Chapter 8. Global IT Operations Analytics Market by Application

  • 8.1 Global Security Management Market by Region
  • 8.2 Global Application Performance Management Market by Region
  • 8.3 Global Network Management Market by Region
  • 8.4 Global Log Management Market by Region
  • 8.5 Global Asset Performance Management Market by Region
  • 8.6 Global Infrastructure Management Market by Region
  • 8.7 Global Other Application Market by Region

Chapter 9. Global IT Operations Analytics Market by End Use

  • 9.1 Global BFSI Market by Region
  • 9.2 Global Government Market by Region
  • 9.3 Global Healthcare Market by Region
  • 9.4 Global Manufacturing Market by Region
  • 9.5 Global Media & Entertainment Market by Region
  • 9.6 Global Telecom & IT Market by Region
  • 9.7 Global Retail Market by Region
  • 9.8 Global Travel & Hospitality Market by Region
  • 9.9 Global Other End Use Market by Region

Chapter 10. Global IT Operations Analytics Market by Region

  • 10.1 North America IT Operations Analytics Market
    • 10.1.1 North America IT Operations Analytics Market by Enterprise Size
      • 10.1.1.1 North America Large Enterprises Market by Region
      • 10.1.1.2 North America Small & Medium Enterprises Market by Region
    • 10.1.2 North America IT Operations Analytics Market by Technology
      • 10.1.2.1 North America Behavior Analytics Market by Country
      • 10.1.2.2 North America Machine-Based Learning Market by Country
      • 10.1.2.3 North America Predictive Analytics Market by Country
      • 10.1.2.4 North America Root-Cause Analytics Market by Country
      • 10.1.2.5 North America Visual Analytics Market by Country
    • 10.1.3 North America IT Operations Analytics Market by Deployment Type
      • 10.1.3.1 North America Cloud Market by Country
      • 10.1.3.2 North America On-Premise Market by Country
    • 10.1.4 North America IT Operations Analytics Market by Application
      • 10.1.4.1 North America Security Management Market by Country
      • 10.1.4.2 North America Application Performance Management Market by Country
      • 10.1.4.3 North America Network Management Market by Country
      • 10.1.4.4 North America Log Management Market by Country
      • 10.1.4.5 North America Asset Performance Management Market by Country
      • 10.1.4.6 North America Infrastructure Management Market by Country
      • 10.1.4.7 North America Other Application Market by Country
    • 10.1.5 North America IT Operations Analytics Market by End Use
      • 10.1.5.1 North America BFSI Market by Country
      • 10.1.5.2 North America Government Market by Country
      • 10.1.5.3 North America Healthcare Market by Country
      • 10.1.5.4 North America Manufacturing Market by Country
      • 10.1.5.5 North America Media & Entertainment Market by Country
      • 10.1.5.6 North America Telecom & IT Market by Country
      • 10.1.5.7 North America Retail Market by Country
      • 10.1.5.8 North America Travel & Hospitality Market by Country
      • 10.1.5.9 North America Other End Use Market by Country
    • 10.1.6 North America IT Operations Analytics Market by Country
      • 10.1.6.1 US IT Operations Analytics Market
        • 10.1.6.1.1 US IT Operations Analytics Market by Enterprise Size
        • 10.1.6.1.2 US IT Operations Analytics Market by Technology
        • 10.1.6.1.3 US IT Operations Analytics Market by Deployment Type
        • 10.1.6.1.4 US IT Operations Analytics Market by Application
        • 10.1.6.1.5 US IT Operations Analytics Market by End Use
      • 10.1.6.2 Canada IT Operations Analytics Market
        • 10.1.6.2.1 Canada IT Operations Analytics Market by Enterprise Size
        • 10.1.6.2.2 Canada IT Operations Analytics Market by Technology
        • 10.1.6.2.3 Canada IT Operations Analytics Market by Deployment Type
        • 10.1.6.2.4 Canada IT Operations Analytics Market by Application
        • 10.1.6.2.5 Canada IT Operations Analytics Market by End Use
      • 10.1.6.3 Mexico IT Operations Analytics Market
        • 10.1.6.3.1 Mexico IT Operations Analytics Market by Enterprise Size
        • 10.1.6.3.2 Mexico IT Operations Analytics Market by Technology
        • 10.1.6.3.3 Mexico IT Operations Analytics Market by Deployment Type
        • 10.1.6.3.4 Mexico IT Operations Analytics Market by Application
        • 10.1.6.3.5 Mexico IT Operations Analytics Market by End Use
      • 10.1.6.4 Rest of North America IT Operations Analytics Market
        • 10.1.6.4.1 Rest of North America IT Operations Analytics Market by Enterprise Size
        • 10.1.6.4.2 Rest of North America IT Operations Analytics Market by Technology
        • 10.1.6.4.3 Rest of North America IT Operations Analytics Market by Deployment Type
        • 10.1.6.4.4 Rest of North America IT Operations Analytics Market by Application
        • 10.1.6.4.5 Rest of North America IT Operations Analytics Market by End Use
  • 10.2 Europe IT Operations Analytics Market
    • 10.2.1 Europe IT Operations Analytics Market by Enterprise Size
      • 10.2.1.1 Europe Large Enterprises Market by Country
      • 10.2.1.2 Europe Small & Medium Enterprises Market by Country
    • 10.2.2 Europe IT Operations Analytics Market by Technology
      • 10.2.2.1 Europe Behavior Analytics Market by Country
      • 10.2.2.2 Europe Machine-Based Learning Market by Country
      • 10.2.2.3 Europe Predictive Analytics Market by Country
      • 10.2.2.4 Europe Root-Cause Analytics Market by Country
      • 10.2.2.5 Europe Visual Analytics Market by Country
    • 10.2.3 Europe IT Operations Analytics Market by Deployment Type
      • 10.2.3.1 Europe Cloud Market by Country
      • 10.2.3.2 Europe On-Premise Market by Country
    • 10.2.4 Europe IT Operations Analytics Market by Application
      • 10.2.4.1 Europe Security Management Market by Country
      • 10.2.4.2 Europe Application Performance Management Market by Country
      • 10.2.4.3 Europe Network Management Market by Country
      • 10.2.4.4 Europe Log Management Market by Country
      • 10.2.4.5 Europe Asset Performance Management Market by Country
      • 10.2.4.6 Europe Infrastructure Management Market by Country
      • 10.2.4.7 Europe Other Application Market by Country
    • 10.2.5 Europe IT Operations Analytics Market by End Use
      • 10.2.5.1 Europe BFSI Market by Country
      • 10.2.5.2 Europe Government Market by Country
      • 10.2.5.3 Europe Healthcare Market by Country
      • 10.2.5.4 Europe Manufacturing Market by Country
      • 10.2.5.5 Europe Media & Entertainment Market by Country
      • 10.2.5.6 Europe Telecom & IT Market by Country
      • 10.2.5.7 Europe Retail Market by Country
      • 10.2.5.8 Europe Travel & Hospitality Market by Country
      • 10.2.5.9 Europe Other End Use Market by Country
    • 10.2.6 Europe IT Operations Analytics Market by Country
      • 10.2.6.1 Germany IT Operations Analytics Market
        • 10.2.6.1.1 Germany IT Operations Analytics Market by Enterprise Size
        • 10.2.6.1.2 Germany IT Operations Analytics Market by Technology
        • 10.2.6.1.3 Germany IT Operations Analytics Market by Deployment Type
        • 10.2.6.1.4 Germany IT Operations Analytics Market by Application
        • 10.2.6.1.5 Germany IT Operations Analytics Market by End Use
      • 10.2.6.2 UK IT Operations Analytics Market
        • 10.2.6.2.1 UK IT Operations Analytics Market by Enterprise Size
        • 10.2.6.2.2 UK IT Operations Analytics Market by Technology
        • 10.2.6.2.3 UK IT Operations Analytics Market by Deployment Type
        • 10.2.6.2.4 UK IT Operations Analytics Market by Application
        • 10.2.6.2.5 UK IT Operations Analytics Market by End Use
      • 10.2.6.3 France IT Operations Analytics Market
        • 10.2.6.3.1 France IT Operations Analytics Market by Enterprise Size
        • 10.2.6.3.2 France IT Operations Analytics Market by Technology
        • 10.2.6.3.3 France IT Operations Analytics Market by Deployment Type
        • 10.2.6.3.4 France IT Operations Analytics Market by Application
        • 10.2.6.3.5 France IT Operations Analytics Market by End Use
      • 10.2.6.4 Russia IT Operations Analytics Market
        • 10.2.6.4.1 Russia IT Operations Analytics Market by Enterprise Size
        • 10.2.6.4.2 Russia IT Operations Analytics Market by Technology
        • 10.2.6.4.3 Russia IT Operations Analytics Market by Deployment Type
        • 10.2.6.4.4 Russia IT Operations Analytics Market by Application
        • 10.2.6.4.5 Russia IT Operations Analytics Market by End Use
      • 10.2.6.5 Spain IT Operations Analytics Market
        • 10.2.6.5.1 Spain IT Operations Analytics Market by Enterprise Size
        • 10.2.6.5.2 Spain IT Operations Analytics Market by Technology
        • 10.2.6.5.3 Spain IT Operations Analytics Market by Deployment Type
        • 10.2.6.5.4 Spain IT Operations Analytics Market by Application
        • 10.2.6.5.5 Spain IT Operations Analytics Market by End Use
      • 10.2.6.6 Italy IT Operations Analytics Market
        • 10.2.6.6.1 Italy IT Operations Analytics Market by Enterprise Size
        • 10.2.6.6.2 Italy IT Operations Analytics Market by Technology
        • 10.2.6.6.3 Italy IT Operations Analytics Market by Deployment Type
        • 10.2.6.6.4 Italy IT Operations Analytics Market by Application
        • 10.2.6.6.5 Italy IT Operations Analytics Market by End Use
      • 10.2.6.7 Rest of Europe IT Operations Analytics Market
        • 10.2.6.7.1 Rest of Europe IT Operations Analytics Market by Enterprise Size
        • 10.2.6.7.2 Rest of Europe IT Operations Analytics Market by Technology
        • 10.2.6.7.3 Rest of Europe IT Operations Analytics Market by Deployment Type
        • 10.2.6.7.4 Rest of Europe IT Operations Analytics Market by Application
        • 10.2.6.7.5 Rest of Europe IT Operations Analytics Market by End Use
  • 10.3 Asia Pacific IT Operations Analytics Market
    • 10.3.1 Asia Pacific IT Operations Analytics Market by Enterprise Size
      • 10.3.1.1 Asia Pacific Large Enterprises Market by Country
      • 10.3.1.2 Asia Pacific Small & Medium Enterprises Market by Country
    • 10.3.2 Asia Pacific IT Operations Analytics Market by Technology
      • 10.3.2.1 Asia Pacific Behavior Analytics Market by Country
      • 10.3.2.2 Asia Pacific Machine-Based Learning Market by Country
      • 10.3.2.3 Asia Pacific Predictive Analytics Market by Country
      • 10.3.2.4 Asia Pacific Root-Cause Analytics Market by Country
      • 10.3.2.5 Asia Pacific Visual Analytics Market by Country
    • 10.3.3 Asia Pacific IT Operations Analytics Market by Deployment Type
      • 10.3.3.1 Asia Pacific Cloud Market by Country
      • 10.3.3.2 Asia Pacific On-Premise Market by Country
    • 10.3.4 Asia Pacific IT Operations Analytics Market by Application
      • 10.3.4.1 Asia Pacific Security Management Market by Country
      • 10.3.4.2 Asia Pacific Application Performance Management Market by Country
      • 10.3.4.3 Asia Pacific Network Management Market by Country
      • 10.3.4.4 Asia Pacific Log Management Market by Country
      • 10.3.4.5 Asia Pacific Asset Performance Management Market by Country
      • 10.3.4.6 Asia Pacific Infrastructure Management Market by Country
      • 10.3.4.7 Asia Pacific Other Application Market by Country
    • 10.3.5 Asia Pacific IT Operations Analytics Market by End Use
      • 10.3.5.1 Asia Pacific BFSI Market by Country
      • 10.3.5.2 Asia Pacific Government Market by Country
      • 10.3.5.3 Asia Pacific Healthcare Market by Country
      • 10.3.5.4 Asia Pacific Manufacturing Market by Country
      • 10.3.5.5 Asia Pacific Media & Entertainment Market by Country
      • 10.3.5.6 Asia Pacific Telecom & IT Market by Country
      • 10.3.5.7 Asia Pacific Retail Market by Country
      • 10.3.5.8 Asia Pacific Travel & Hospitality Market by Country
      • 10.3.5.9 Asia Pacific Other End Use Market by Country
    • 10.3.6 Asia Pacific IT Operations Analytics Market by Country
      • 10.3.6.1 China IT Operations Analytics Market
        • 10.3.6.1.1 China IT Operations Analytics Market by Enterprise Size
        • 10.3.6.1.2 China IT Operations Analytics Market by Technology
        • 10.3.6.1.3 China IT Operations Analytics Market by Deployment Type
        • 10.3.6.1.4 China IT Operations Analytics Market by Application
        • 10.3.6.1.5 China IT Operations Analytics Market by End Use
      • 10.3.6.2 Japan IT Operations Analytics Market
        • 10.3.6.2.1 Japan IT Operations Analytics Market by Enterprise Size
        • 10.3.6.2.2 Japan IT Operations Analytics Market by Technology
        • 10.3.6.2.3 Japan IT Operations Analytics Market by Deployment Type
        • 10.3.6.2.4 Japan IT Operations Analytics Market by Application
        • 10.3.6.2.5 Japan IT Operations Analytics Market by End Use
      • 10.3.6.3 India IT Operations Analytics Market
        • 10.3.6.3.1 India IT Operations Analytics Market by Enterprise Size
        • 10.3.6.3.2 India IT Operations Analytics Market by Technology
        • 10.3.6.3.3 India IT Operations Analytics Market by Deployment Type
        • 10.3.6.3.4 India IT Operations Analytics Market by Application
        • 10.3.6.3.5 India IT Operations Analytics Market by End Use
      • 10.3.6.4 South Korea IT Operations Analytics Market
        • 10.3.6.4.1 South Korea IT Operations Analytics Market by Enterprise Size
        • 10.3.6.4.2 South Korea IT Operations Analytics Market by Technology
        • 10.3.6.4.3 South Korea IT Operations Analytics Market by Deployment Type
        • 10.3.6.4.4 South Korea IT Operations Analytics Market by Application
        • 10.3.6.4.5 South Korea IT Operations Analytics Market by End Use
      • 10.3.6.5 Australia IT Operations Analytics Market
        • 10.3.6.5.1 Australia IT Operations Analytics Market by Enterprise Size
        • 10.3.6.5.2 Australia IT Operations Analytics Market by Technology
        • 10.3.6.5.3 Australia IT Operations Analytics Market by Deployment Type
        • 10.3.6.5.4 Australia IT Operations Analytics Market by Application
        • 10.3.6.5.5 Australia IT Operations Analytics Market by End Use
      • 10.3.6.6 Malaysia IT Operations Analytics Market
        • 10.3.6.6.1 Malaysia IT Operations Analytics Market by Enterprise Size
        • 10.3.6.6.2 Malaysia IT Operations Analytics Market by Technology
        • 10.3.6.6.3 Malaysia IT Operations Analytics Market by Deployment Type
        • 10.3.6.6.4 Malaysia IT Operations Analytics Market by Application
        • 10.3.6.6.5 Malaysia IT Operations Analytics Market by End Use
      • 10.3.6.7 Rest of Asia Pacific IT Operations Analytics Market
        • 10.3.6.7.1 Rest of Asia Pacific IT Operations Analytics Market by Enterprise Size
        • 10.3.6.7.2 Rest of Asia Pacific IT Operations Analytics Market by Technology
        • 10.3.6.7.3 Rest of Asia Pacific IT Operations Analytics Market by Deployment Type
        • 10.3.6.7.4 Rest of Asia Pacific IT Operations Analytics Market by Application
        • 10.3.6.7.5 Rest of Asia Pacific IT Operations Analytics Market by End Use
  • 10.4 LAMEA IT Operations Analytics Market
    • 10.4.1 LAMEA IT Operations Analytics Market by Enterprise Size
      • 10.4.1.1 LAMEA Large Enterprises Market by Country
      • 10.4.1.2 LAMEA Small & Medium Enterprises Market by Country
    • 10.4.2 LAMEA IT Operations Analytics Market by Technology
      • 10.4.2.1 LAMEA Behavior Analytics Market by Country
      • 10.4.2.2 LAMEA Machine-Based Learning Market by Country
      • 10.4.2.3 LAMEA Predictive Analytics Market by Country
      • 10.4.2.4 LAMEA Root-Cause Analytics Market by Country
      • 10.4.2.5 LAMEA Visual Analytics Market by Country
    • 10.4.3 LAMEA IT Operations Analytics Market by Deployment Type
      • 10.4.3.1 LAMEA Cloud Market by Country
      • 10.4.3.2 LAMEA On-Premise Market by Country
    • 10.4.4 LAMEA IT Operations Analytics Market by Application
      • 10.4.4.1 LAMEA Security Management Market by Country
      • 10.4.4.2 LAMEA Application Performance Management Market by Country
      • 10.4.4.3 LAMEA Network Management Market by Country
      • 10.4.4.4 LAMEA Log Management Market by Country
      • 10.4.4.5 LAMEA Asset Performance Management Market by Country
      • 10.4.4.6 LAMEA Infrastructure Management Market by Country
      • 10.4.4.7 LAMEA Other Application Market by Country
    • 10.4.5 LAMEA IT Operations Analytics Market by End Use
      • 10.4.5.1 LAMEA BFSI Market by Country
      • 10.4.5.2 LAMEA Government Market by Country
      • 10.4.5.3 LAMEA Healthcare Market by Country
      • 10.4.5.4 LAMEA Manufacturing Market by Country
      • 10.4.5.5 LAMEA Media & Entertainment Market by Country
      • 10.4.5.6 LAMEA Telecom & IT Market by Country
      • 10.4.5.7 LAMEA Retail Market by Country
      • 10.4.5.8 LAMEA Travel & Hospitality Market by Country
      • 10.4.5.9 LAMEA Other End Use Market by Country
    • 10.4.6 LAMEA IT Operations Analytics Market by Country
      • 10.4.6.1 Brazil IT Operations Analytics Market
        • 10.4.6.1.1 Brazil IT Operations Analytics Market by Enterprise Size
        • 10.4.6.1.2 Brazil IT Operations Analytics Market by Technology
        • 10.4.6.1.3 Brazil IT Operations Analytics Market by Deployment Type
        • 10.4.6.1.4 Brazil IT Operations Analytics Market by Application
        • 10.4.6.1.5 Brazil IT Operations Analytics Market by End Use
      • 10.4.6.2 Argentina IT Operations Analytics Market
        • 10.4.6.2.1 Argentina IT Operations Analytics Market by Enterprise Size
        • 10.4.6.2.2 Argentina IT Operations Analytics Market by Technology
        • 10.4.6.2.3 Argentina IT Operations Analytics Market by Deployment Type
        • 10.4.6.2.4 Argentina IT Operations Analytics Market by Application
        • 10.4.6.2.5 Argentina IT Operations Analytics Market by End Use
      • 10.4.6.3 UAE IT Operations Analytics Market
        • 10.4.6.3.1 UAE IT Operations Analytics Market by Enterprise Size
        • 10.4.6.3.2 UAE IT Operations Analytics Market by Technology
        • 10.4.6.3.3 UAE IT Operations Analytics Market by Deployment Type
        • 10.4.6.3.4 UAE IT Operations Analytics Market by Application
        • 10.4.6.3.5 UAE IT Operations Analytics Market by End Use
      • 10.4.6.4 Saudi Arabia IT Operations Analytics Market
        • 10.4.6.4.1 Saudi Arabia IT Operations Analytics Market by Enterprise Size
        • 10.4.6.4.2 Saudi Arabia IT Operations Analytics Market by Technology
        • 10.4.6.4.3 Saudi Arabia IT Operations Analytics Market by Deployment Type
        • 10.4.6.4.4 Saudi Arabia IT Operations Analytics Market by Application
        • 10.4.6.4.5 Saudi Arabia IT Operations Analytics Market by End Use
      • 10.4.6.5 South Africa IT Operations Analytics Market
        • 10.4.6.5.1 South Africa IT Operations Analytics Market by Enterprise Size
        • 10.4.6.5.2 South Africa IT Operations Analytics Market by Technology
        • 10.4.6.5.3 South Africa IT Operations Analytics Market by Deployment Type
        • 10.4.6.5.4 South Africa IT Operations Analytics Market by Application
        • 10.4.6.5.5 South Africa IT Operations Analytics Market by End Use
      • 10.4.6.6 Nigeria IT Operations Analytics Market
        • 10.4.6.6.1 Nigeria IT Operations Analytics Market by Enterprise Size
        • 10.4.6.6.2 Nigeria IT Operations Analytics Market by Technology
        • 10.4.6.6.3 Nigeria IT Operations Analytics Market by Deployment Type
        • 10.4.6.6.4 Nigeria IT Operations Analytics Market by Application
        • 10.4.6.6.5 Nigeria IT Operations Analytics Market by End Use
      • 10.4.6.7 Rest of LAMEA IT Operations Analytics Market
        • 10.4.6.7.1 Rest of LAMEA IT Operations Analytics Market by Enterprise Size
        • 10.4.6.7.2 Rest of LAMEA IT Operations Analytics Market by Technology
        • 10.4.6.7.3 Rest of LAMEA IT Operations Analytics Market by Deployment Type
        • 10.4.6.7.4 Rest of LAMEA IT Operations Analytics Market by Application
        • 10.4.6.7.5 Rest of LAMEA IT Operations Analytics Market by End Use

Chapter 11. Company Profiles

  • 11.1 IBM Corporation
    • 11.1.1 Company Overview
    • 11.1.2 Financial Analysis
    • 11.1.3 Regional & Segmental Analysis
    • 11.1.4 Research & Development Expenses
    • 11.1.5 Recent strategies and developments:
      • 11.1.5.1 Partnerships, Collaborations, and Agreements:
      • 11.1.5.2 Product Launches and Product Expansions:
      • 11.1.5.3 Acquisition and Mergers:
    • 11.1.6 SWOT Analysis
  • 11.2 Oracle Corporation
    • 11.2.1 Company Overview
    • 11.2.2 Financial Analysis
    • 11.2.3 Segmental and Regional Analysis
    • 11.2.4 Research & Development Expense
    • 11.2.5 Recent strategies and developments:
      • 11.2.5.1 Partnerships, Collaborations, and Agreements:
      • 11.2.5.2 Product Launches and Product Expansions:
    • 11.2.6 SWOT Analysis
  • 11.3 SAP SE
    • 11.3.1 Company Overview
    • 11.3.2 Financial Analysis
    • 11.3.3 Regional Analysis
    • 11.3.4 Research & Development Expense
    • 11.3.5 Recent strategies and developments:
      • 11.3.5.1 Partnerships, Collaborations, and Agreements:
      • 11.3.5.2 Product Launches and Product Expansions:
      • 11.3.5.3 Acquisition and Mergers:
    • 11.3.6 SWOT Analysis
  • 11.4 Microsoft Corporation
    • 11.4.1 Company Overview
    • 11.4.2 Financial Analysis
    • 11.4.3 Segmental and Regional Analysis
    • 11.4.4 Research & Development Expenses
    • 11.4.5 Recent strategies and developments:
      • 11.4.5.1 Partnerships, Collaborations, and Agreements:
      • 11.4.5.2 Acquisition and Mergers:
    • 11.4.6 SWOT Analysis
  • 11.5 SAS Institute, Inc.
    • 11.5.1 Company Overview
    • 11.5.2 Recent strategies and developments:
      • 11.5.2.1 Partnerships, Collaborations, and Agreements:
    • 11.5.3 SWOT Analysis
  • 11.6 NTT Data Corporation
    • 11.6.1 Company Overview
    • 11.6.2 Financial Analysis
    • 11.6.3 Recent strategies and developments:
      • 11.6.3.1 Partnerships, Collaborations, and Agreements:
  • 11.7 Tibco Software, Inc. (Vista Equity Partners Management, LLC)
    • 11.7.1 Company Overview
    • 11.7.2 Recent strategies and developments:
      • 11.7.2.1 Product Launches and Product Expansions:
      • 11.7.2.2 Acquisition and Mergers:
    • 11.7.3 SWOT Analysis
  • 11.8 Salesforce, Inc.
    • 11.8.1 Company Overview
    • 11.8.2 Financial Analysis
    • 11.8.3 Regional Analysis
    • 11.8.4 Research & Development Expenses
    • 11.8.5 Recent strategies and developments:
      • 11.8.5.1 Partnerships, Collaborations, and Agreements:
      • 11.8.5.2 Product Launches and Product Expansions:
    • 11.8.6 SWOT Analysis
  • 11.9 Alteryx, Inc.
    • 11.9.1 Company Overview
    • 11.9.2 Financial Analysis
    • 11.9.3 Research & Development Expenses
    • 11.9.4 Recent strategies and developments:
      • 11.9.4.1 Partnerships, Collaborations, and Agreements:
      • 11.9.4.2 Product Launches and Product Expansions:
    • 11.9.5 SWOT Analysis
  • 11.10. Fair Isaac Corporation (FICO)
    • 11.10.1 Company Overview
    • 11.10.2 Financial Analysis
    • 11.10.3 Segmental and Regional Analysis
    • 11.10.4 Research & Development Expenses
    • 11.10.5 Recent strategies and developments:
      • 11.10.5.1 Partnerships, Collaborations, and Agreements:

Chapter 12. Winning Imperatives for IT Operations Analytics Market

LIST OF TABLES

  • TABLE 1 Global IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 2 Global IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- IT Operations Analytics Market
  • TABLE 4 Product Launches And Product Expansions- IT Operations Analytics Market
  • TABLE 5 Acquisition and Mergers- IT Operations Analytics Market
  • TABLE 6 Global IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 7 Global IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 8 Global Large Enterprises Market by Region, 2020 - 2023, USD Million
  • TABLE 9 Global Large Enterprises Market by Region, 2024 - 2031, USD Million
  • TABLE 10 Global Small & Medium Enterprises Market by Region, 2020 - 2023, USD Million
  • TABLE 11 Global Small & Medium Enterprises Market by Region, 2024 - 2031, USD Million
  • TABLE 12 Global IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 13 Global IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 14 Global Behavior Analytics Market by Region, 2020 - 2023, USD Million
  • TABLE 15 Global Behavior Analytics Market by Region, 2024 - 2031, USD Million
  • TABLE 16 Global Machine-Based Learning Market by Region, 2020 - 2023, USD Million
  • TABLE 17 Global Machine-Based Learning Market by Region, 2024 - 2031, USD Million
  • TABLE 18 Global Predictive Analytics Market by Region, 2020 - 2023, USD Million
  • TABLE 19 Global Predictive Analytics Market by Region, 2024 - 2031, USD Million
  • TABLE 20 Global Root-Cause Analytics Market by Region, 2020 - 2023, USD Million
  • TABLE 21 Global Root-Cause Analytics Market by Region, 2024 - 2031, USD Million
  • TABLE 22 Global Visual Analytics Market by Region, 2020 - 2023, USD Million
  • TABLE 23 Global Visual Analytics Market by Region, 2024 - 2031, USD Million
  • TABLE 24 Global IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 25 Global IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 26 Global Cloud Market by Region, 2020 - 2023, USD Million
  • TABLE 27 Global Cloud Market by Region, 2024 - 2031, USD Million
  • TABLE 28 Global On-Premise Market by Region, 2020 - 2023, USD Million
  • TABLE 29 Global On-Premise Market by Region, 2024 - 2031, USD Million
  • TABLE 30 Global IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 31 Global IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 32 Global Security Management Market by Region, 2020 - 2023, USD Million
  • TABLE 33 Global Security Management Market by Region, 2024 - 2031, USD Million
  • TABLE 34 Global Application Performance Management Market by Region, 2020 - 2023, USD Million
  • TABLE 35 Global Application Performance Management Market by Region, 2024 - 2031, USD Million
  • TABLE 36 Global Network Management Market by Region, 2020 - 2023, USD Million
  • TABLE 37 Global Network Management Market by Region, 2024 - 2031, USD Million
  • TABLE 38 Global Log Management Market by Region, 2020 - 2023, USD Million
  • TABLE 39 Global Log Management Market by Region, 2024 - 2031, USD Million
  • TABLE 40 Global Asset Performance Management Market by Region, 2020 - 2023, USD Million
  • TABLE 41 Global Asset Performance Management Market by Region, 2024 - 2031, USD Million
  • TABLE 42 Global Infrastructure Management Market by Region, 2020 - 2023, USD Million
  • TABLE 43 Global Infrastructure Management Market by Region, 2024 - 2031, USD Million
  • TABLE 44 Global Other Application Market by Region, 2020 - 2023, USD Million
  • TABLE 45 Global Other Application Market by Region, 2024 - 2031, USD Million
  • TABLE 46 Global IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 47 Global IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 48 Global BFSI Market by Region, 2020 - 2023, USD Million
  • TABLE 49 Global BFSI Market by Region, 2024 - 2031, USD Million
  • TABLE 50 Global Government Market by Region, 2020 - 2023, USD Million
  • TABLE 51 Global Government Market by Region, 2024 - 2031, USD Million
  • TABLE 52 Global Healthcare Market by Region, 2020 - 2023, USD Million
  • TABLE 53 Global Healthcare Market by Region, 2024 - 2031, USD Million
  • TABLE 54 Global Manufacturing Market by Region, 2020 - 2023, USD Million
  • TABLE 55 Global Manufacturing Market by Region, 2024 - 2031, USD Million
  • TABLE 56 Global Media & Entertainment Market by Region, 2020 - 2023, USD Million
  • TABLE 57 Global Media & Entertainment Market by Region, 2024 - 2031, USD Million
  • TABLE 58 Global Telecom & IT Market by Region, 2020 - 2023, USD Million
  • TABLE 59 Global Telecom & IT Market by Region, 2024 - 2031, USD Million
  • TABLE 60 Global Retail Market by Region, 2020 - 2023, USD Million
  • TABLE 61 Global Retail Market by Region, 2024 - 2031, USD Million
  • TABLE 62 Global Travel & Hospitality Market by Region, 2020 - 2023, USD Million
  • TABLE 63 Global Travel & Hospitality Market by Region, 2024 - 2031, USD Million
  • TABLE 64 Global Other End Use Market by Region, 2020 - 2023, USD Million
  • TABLE 65 Global Other End Use Market by Region, 2024 - 2031, USD Million
  • TABLE 66 Global IT Operations Analytics Market by Region, 2020 - 2023, USD Million
  • TABLE 67 Global IT Operations Analytics Market by Region, 2024 - 2031, USD Million
  • TABLE 68 North America IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 69 North America IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 70 North America IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 71 North America IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 72 North America Large Enterprises Market by Region, 2020 - 2023, USD Million
  • TABLE 73 North America Large Enterprises Market by Region, 2024 - 2031, USD Million
  • TABLE 74 North America Small & Medium Enterprises Market by Region, 2020 - 2023, USD Million
  • TABLE 75 North America Small & Medium Enterprises Market by Region, 2024 - 2031, USD Million
  • TABLE 76 North America IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 77 North America IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 78 North America Behavior Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 79 North America Behavior Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 80 North America Machine-Based Learning Market by Country, 2020 - 2023, USD Million
  • TABLE 81 North America Machine-Based Learning Market by Country, 2024 - 2031, USD Million
  • TABLE 82 North America Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 83 North America Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 84 North America Root-Cause Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 85 North America Root-Cause Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 86 North America Visual Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 87 North America Visual Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 88 North America IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 89 North America IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 90 North America Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 91 North America Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 92 North America On-Premise Market by Country, 2020 - 2023, USD Million
  • TABLE 93 North America On-Premise Market by Country, 2024 - 2031, USD Million
  • TABLE 94 North America IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 95 North America IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 96 North America Security Management Market by Country, 2020 - 2023, USD Million
  • TABLE 97 North America Security Management Market by Country, 2024 - 2031, USD Million
  • TABLE 98 North America Application Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 99 North America Application Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 100 North America Network Management Market by Country, 2020 - 2023, USD Million
  • TABLE 101 North America Network Management Market by Country, 2024 - 2031, USD Million
  • TABLE 102 North America Log Management Market by Country, 2020 - 2023, USD Million
  • TABLE 103 North America Log Management Market by Country, 2024 - 2031, USD Million
  • TABLE 104 North America Asset Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 105 North America Asset Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 106 North America Infrastructure Management Market by Country, 2020 - 2023, USD Million
  • TABLE 107 North America Infrastructure Management Market by Country, 2024 - 2031, USD Million
  • TABLE 108 North America Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 109 North America Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 110 North America IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 111 North America IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 112 North America BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 113 North America BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 114 North America Government Market by Country, 2020 - 2023, USD Million
  • TABLE 115 North America Government Market by Country, 2024 - 2031, USD Million
  • TABLE 116 North America Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 117 North America Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 118 North America Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 119 North America Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 120 North America Media & Entertainment Market by Country, 2020 - 2023, USD Million
  • TABLE 121 North America Media & Entertainment Market by Country, 2024 - 2031, USD Million
  • TABLE 122 North America Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 123 North America Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 124 North America Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 125 North America Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 126 North America Travel & Hospitality Market by Country, 2020 - 2023, USD Million
  • TABLE 127 North America Travel & Hospitality Market by Country, 2024 - 2031, USD Million
  • TABLE 128 North America Other End Use Market by Country, 2020 - 2023, USD Million
  • TABLE 129 North America Other End Use Market by Country, 2024 - 2031, USD Million
  • TABLE 130 North America IT Operations Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 131 North America IT Operations Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 132 US IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 133 US IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 134 US IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 135 US IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 136 US IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 137 US IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 138 US IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 139 US IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 140 US IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 141 US IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 142 US IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 143 US IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 144 Canada IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 145 Canada IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 146 Canada IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 147 Canada IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 148 Canada IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 149 Canada IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 150 Canada IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 151 Canada IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 152 Canada IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 153 Canada IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 154 Canada IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 155 Canada IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 156 Mexico IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 157 Mexico IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 158 Mexico IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 159 Mexico IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 160 Mexico IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 161 Mexico IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 162 Mexico IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 163 Mexico IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 164 Mexico IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 165 Mexico IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 166 Mexico IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 167 Mexico IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 168 Rest of North America IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 169 Rest of North America IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 170 Rest of North America IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 171 Rest of North America IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 172 Rest of North America IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 173 Rest of North America IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 174 Rest of North America IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 175 Rest of North America IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 176 Rest of North America IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 177 Rest of North America IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 178 Rest of North America IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 179 Rest of North America IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 180 Europe IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 181 Europe IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 182 Europe IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 183 Europe IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 184 Europe Large Enterprises Market by Country, 2020 - 2023, USD Million
  • TABLE 185 Europe Large Enterprises Market by Country, 2024 - 2031, USD Million
  • TABLE 186 Europe Small & Medium Enterprises Market by Country, 2020 - 2023, USD Million
  • TABLE 187 Europe Small & Medium Enterprises Market by Country, 2024 - 2031, USD Million
  • TABLE 188 Europe IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 189 Europe IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 190 Europe Behavior Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 191 Europe Behavior Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 192 Europe Machine-Based Learning Market by Country, 2020 - 2023, USD Million
  • TABLE 193 Europe Machine-Based Learning Market by Country, 2024 - 2031, USD Million
  • TABLE 194 Europe Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 195 Europe Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 196 Europe Root-Cause Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 197 Europe Root-Cause Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 198 Europe Visual Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 199 Europe Visual Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 200 Europe IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 201 Europe IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 202 Europe Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 203 Europe Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 204 Europe On-Premise Market by Country, 2020 - 2023, USD Million
  • TABLE 205 Europe On-Premise Market by Country, 2024 - 2031, USD Million
  • TABLE 206 Europe IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 207 Europe IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 208 Europe Security Management Market by Country, 2020 - 2023, USD Million
  • TABLE 209 Europe Security Management Market by Country, 2024 - 2031, USD Million
  • TABLE 210 Europe Application Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 211 Europe Application Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 212 Europe Network Management Market by Country, 2020 - 2023, USD Million
  • TABLE 213 Europe Network Management Market by Country, 2024 - 2031, USD Million
  • TABLE 214 Europe Log Management Market by Country, 2020 - 2023, USD Million
  • TABLE 215 Europe Log Management Market by Country, 2024 - 2031, USD Million
  • TABLE 216 Europe Asset Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 217 Europe Asset Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 218 Europe Infrastructure Management Market by Country, 2020 - 2023, USD Million
  • TABLE 219 Europe Infrastructure Management Market by Country, 2024 - 2031, USD Million
  • TABLE 220 Europe Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 221 Europe Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 222 Europe IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 223 Europe IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 224 Europe BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 225 Europe BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 226 Europe Government Market by Country, 2020 - 2023, USD Million
  • TABLE 227 Europe Government Market by Country, 2024 - 2031, USD Million
  • TABLE 228 Europe Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 229 Europe Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 230 Europe Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 231 Europe Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 232 Europe Media & Entertainment Market by Country, 2020 - 2023, USD Million
  • TABLE 233 Europe Media & Entertainment Market by Country, 2024 - 2031, USD Million
  • TABLE 234 Europe Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 235 Europe Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 236 Europe Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 237 Europe Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 238 Europe Travel & Hospitality Market by Country, 2020 - 2023, USD Million
  • TABLE 239 Europe Travel & Hospitality Market by Country, 2024 - 2031, USD Million
  • TABLE 240 Europe Other End Use Market by Country, 2020 - 2023, USD Million
  • TABLE 241 Europe Other End Use Market by Country, 2024 - 2031, USD Million
  • TABLE 242 Europe IT Operations Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 243 Europe IT Operations Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 244 Germany IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 245 Germany IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 246 Germany IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 247 Germany IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 248 Germany IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 249 Germany IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 250 Germany IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 251 Germany IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 252 Germany IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 253 Germany IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 254 Germany IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 255 Germany IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 256 UK IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 257 UK IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 258 UK IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 259 UK IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 260 UK IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 261 UK IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 262 UK IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 263 UK IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 264 UK IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 265 UK IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 266 UK IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 267 UK IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 268 France IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 269 France IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 270 France IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 271 France IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 272 France IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 273 France IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 274 France IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 275 France IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 276 France IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 277 France IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 278 France IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 279 France IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 280 Russia IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 281 Russia IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 282 Russia IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 283 Russia IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 284 Russia IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 285 Russia IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 286 Russia IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 287 Russia IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 288 Russia IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 289 Russia IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 290 Russia IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 291 Russia IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 292 Spain IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 293 Spain IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 294 Spain IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 295 Spain IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 296 Spain IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 297 Spain IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 298 Spain IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 299 Spain IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 300 Spain IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 301 Spain IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 302 Spain IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 303 Spain IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 304 Italy IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 305 Italy IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 306 Italy IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 307 Italy IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 308 Italy IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 309 Italy IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 310 Italy IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 311 Italy IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 312 Italy IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 313 Italy IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 314 Italy IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 315 Italy IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 316 Rest of Europe IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 317 Rest of Europe IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 318 Rest of Europe IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 319 Rest of Europe IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 320 Rest of Europe IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 321 Rest of Europe IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 322 Rest of Europe IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 323 Rest of Europe IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 324 Rest of Europe IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 325 Rest of Europe IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 326 Rest of Europe IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 327 Rest of Europe IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 328 Asia Pacific IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 329 Asia Pacific IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 330 Asia Pacific IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 331 Asia Pacific IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 332 Asia Pacific Large Enterprises Market by Country, 2020 - 2023, USD Million
  • TABLE 333 Asia Pacific Large Enterprises Market by Country, 2024 - 2031, USD Million
  • TABLE 334 Asia Pacific Small & Medium Enterprises Market by Country, 2020 - 2023, USD Million
  • TABLE 335 Asia Pacific Small & Medium Enterprises Market by Country, 2024 - 2031, USD Million
  • TABLE 336 Asia Pacific IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 337 Asia Pacific IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 338 Asia Pacific Behavior Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 339 Asia Pacific Behavior Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 340 Asia Pacific Machine-Based Learning Market by Country, 2020 - 2023, USD Million
  • TABLE 341 Asia Pacific Machine-Based Learning Market by Country, 2024 - 2031, USD Million
  • TABLE 342 Asia Pacific Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 343 Asia Pacific Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 344 Asia Pacific Root-Cause Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 345 Asia Pacific Root-Cause Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 346 Asia Pacific Visual Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 347 Asia Pacific Visual Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 348 Asia Pacific IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 349 Asia Pacific IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 350 Asia Pacific Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 351 Asia Pacific Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 352 Asia Pacific On-Premise Market by Country, 2020 - 2023, USD Million
  • TABLE 353 Asia Pacific On-Premise Market by Country, 2024 - 2031, USD Million
  • TABLE 354 Asia Pacific IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 355 Asia Pacific IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 356 Asia Pacific Security Management Market by Country, 2020 - 2023, USD Million
  • TABLE 357 Asia Pacific Security Management Market by Country, 2024 - 2031, USD Million
  • TABLE 358 Asia Pacific Application Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 359 Asia Pacific Application Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 360 Asia Pacific Network Management Market by Country, 2020 - 2023, USD Million
  • TABLE 361 Asia Pacific Network Management Market by Country, 2024 - 2031, USD Million
  • TABLE 362 Asia Pacific Log Management Market by Country, 2020 - 2023, USD Million
  • TABLE 363 Asia Pacific Log Management Market by Country, 2024 - 2031, USD Million
  • TABLE 364 Asia Pacific Asset Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 365 Asia Pacific Asset Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 366 Asia Pacific Infrastructure Management Market by Country, 2020 - 2023, USD Million
  • TABLE 367 Asia Pacific Infrastructure Management Market by Country, 2024 - 2031, USD Million
  • TABLE 368 Asia Pacific Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 369 Asia Pacific Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 370 Asia Pacific IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 371 Asia Pacific IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 372 Asia Pacific BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 373 Asia Pacific BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 374 Asia Pacific Government Market by Country, 2020 - 2023, USD Million
  • TABLE 375 Asia Pacific Government Market by Country, 2024 - 2031, USD Million
  • TABLE 376 Asia Pacific Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 377 Asia Pacific Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 378 Asia Pacific Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 379 Asia Pacific Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 380 Asia Pacific Media & Entertainment Market by Country, 2020 - 2023, USD Million
  • TABLE 381 Asia Pacific Media & Entertainment Market by Country, 2024 - 2031, USD Million
  • TABLE 382 Asia Pacific Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 383 Asia Pacific Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 384 Asia Pacific Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 385 Asia Pacific Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 386 Asia Pacific Travel & Hospitality Market by Country, 2020 - 2023, USD Million
  • TABLE 387 Asia Pacific Travel & Hospitality Market by Country, 2024 - 2031, USD Million
  • TABLE 388 Asia Pacific Other End Use Market by Country, 2020 - 2023, USD Million
  • TABLE 389 Asia Pacific Other End Use Market by Country, 2024 - 2031, USD Million
  • TABLE 390 Asia Pacific IT Operations Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 391 Asia Pacific IT Operations Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 392 China IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 393 China IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 394 China IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 395 China IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 396 China IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 397 China IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 398 China IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 399 China IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 400 China IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 401 China IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 402 China IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 403 China IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 404 Japan IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 405 Japan IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 406 Japan IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 407 Japan IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 408 Japan IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 409 Japan IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 410 Japan IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 411 Japan IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 412 Japan IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 413 Japan IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 414 Japan IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 415 Japan IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 416 India IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 417 India IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 418 India IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 419 India IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 420 India IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 421 India IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 422 India IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 423 India IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 424 India IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 425 India IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 426 India IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 427 India IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 428 South Korea IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 429 South Korea IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 430 South Korea IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 431 South Korea IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 432 South Korea IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 433 South Korea IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 434 South Korea IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 435 South Korea IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 436 South Korea IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 437 South Korea IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 438 South Korea IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 439 South Korea IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 440 Australia IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 441 Australia IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 442 Australia IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 443 Australia IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 444 Australia IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 445 Australia IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 446 Australia IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 447 Australia IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 448 Australia IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 449 Australia IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 450 Australia IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 451 Australia IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 452 Malaysia IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 453 Malaysia IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 454 Malaysia IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 455 Malaysia IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 456 Malaysia IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 457 Malaysia IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 458 Malaysia IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 459 Malaysia IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 460 Malaysia IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 461 Malaysia IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 462 Malaysia IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 463 Malaysia IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 464 Rest of Asia Pacific IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 465 Rest of Asia Pacific IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 466 Rest of Asia Pacific IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 467 Rest of Asia Pacific IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 468 Rest of Asia Pacific IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 469 Rest of Asia Pacific IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 470 Rest of Asia Pacific IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 471 Rest of Asia Pacific IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 472 Rest of Asia Pacific IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 473 Rest of Asia Pacific IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 474 Rest of Asia Pacific IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 475 Rest of Asia Pacific IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 476 LAMEA IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 477 LAMEA IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 478 LAMEA IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 479 LAMEA IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 480 LAMEA Large Enterprises Market by Country, 2020 - 2023, USD Million
  • TABLE 481 LAMEA Large Enterprises Market by Country, 2024 - 2031, USD Million
  • TABLE 482 LAMEA Small & Medium Enterprises Market by Country, 2020 - 2023, USD Million
  • TABLE 483 LAMEA Small & Medium Enterprises Market by Country, 2024 - 2031, USD Million
  • TABLE 484 LAMEA IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 485 LAMEA IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 486 LAMEA Behavior Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 487 LAMEA Behavior Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 488 LAMEA Machine-Based Learning Market by Country, 2020 - 2023, USD Million
  • TABLE 489 LAMEA Machine-Based Learning Market by Country, 2024 - 2031, USD Million
  • TABLE 490 LAMEA Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 491 LAMEA Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 492 LAMEA Root-Cause Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 493 LAMEA Root-Cause Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 494 LAMEA Visual Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 495 LAMEA Visual Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 496 LAMEA IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 497 LAMEA IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 498 LAMEA Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 499 LAMEA Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 500 LAMEA On-Premise Market by Country, 2020 - 2023, USD Million
  • TABLE 501 LAMEA On-Premise Market by Country, 2024 - 2031, USD Million
  • TABLE 502 LAMEA IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 503 LAMEA IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 504 LAMEA Security Management Market by Country, 2020 - 2023, USD Million
  • TABLE 505 LAMEA Security Management Market by Country, 2024 - 2031, USD Million
  • TABLE 506 LAMEA Application Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 507 LAMEA Application Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 508 LAMEA Network Management Market by Country, 2020 - 2023, USD Million
  • TABLE 509 LAMEA Network Management Market by Country, 2024 - 2031, USD Million
  • TABLE 510 LAMEA Log Management Market by Country, 2020 - 2023, USD Million
  • TABLE 511 LAMEA Log Management Market by Country, 2024 - 2031, USD Million
  • TABLE 512 LAMEA Asset Performance Management Market by Country, 2020 - 2023, USD Million
  • TABLE 513 LAMEA Asset Performance Management Market by Country, 2024 - 2031, USD Million
  • TABLE 514 LAMEA Infrastructure Management Market by Country, 2020 - 2023, USD Million
  • TABLE 515 LAMEA Infrastructure Management Market by Country, 2024 - 2031, USD Million
  • TABLE 516 LAMEA Other Application Market by Country, 2020 - 2023, USD Million
  • TABLE 517 LAMEA Other Application Market by Country, 2024 - 2031, USD Million
  • TABLE 518 LAMEA IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 519 LAMEA IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 520 LAMEA BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 521 LAMEA BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 522 LAMEA Government Market by Country, 2020 - 2023, USD Million
  • TABLE 523 LAMEA Government Market by Country, 2024 - 2031, USD Million
  • TABLE 524 LAMEA Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 525 LAMEA Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 526 LAMEA Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 527 LAMEA Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 528 LAMEA Media & Entertainment Market by Country, 2020 - 2023, USD Million
  • TABLE 529 LAMEA Media & Entertainment Market by Country, 2024 - 2031, USD Million
  • TABLE 530 LAMEA Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 531 LAMEA Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 532 LAMEA Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 533 LAMEA Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 534 LAMEA Travel & Hospitality Market by Country, 2020 - 2023, USD Million
  • TABLE 535 LAMEA Travel & Hospitality Market by Country, 2024 - 2031, USD Million
  • TABLE 536 LAMEA Other End Use Market by Country, 2020 - 2023, USD Million
  • TABLE 537 LAMEA Other End Use Market by Country, 2024 - 2031, USD Million
  • TABLE 538 LAMEA IT Operations Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 539 LAMEA IT Operations Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 540 Brazil IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 541 Brazil IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 542 Brazil IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 543 Brazil IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 544 Brazil IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 545 Brazil IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 546 Brazil IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 547 Brazil IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 548 Brazil IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 549 Brazil IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 550 Brazil IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 551 Brazil IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 552 Argentina IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 553 Argentina IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 554 Argentina IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 555 Argentina IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 556 Argentina IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 557 Argentina IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 558 Argentina IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 559 Argentina IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 560 Argentina IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 561 Argentina IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 562 Argentina IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 563 Argentina IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 564 UAE IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 565 UAE IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 566 UAE IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 567 UAE IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 568 UAE IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 569 UAE IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 570 UAE IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 571 UAE IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 572 UAE IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 573 UAE IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 574 UAE IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 575 UAE IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 576 Saudi Arabia IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 577 Saudi Arabia IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 578 Saudi Arabia IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 579 Saudi Arabia IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 580 Saudi Arabia IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 581 Saudi Arabia IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 582 Saudi Arabia IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 583 Saudi Arabia IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 584 Saudi Arabia IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 585 Saudi Arabia IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 586 Saudi Arabia IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 587 Saudi Arabia IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 588 South Africa IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 589 South Africa IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 590 South Africa IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 591 South Africa IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 592 South Africa IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 593 South Africa IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 594 South Africa IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 595 South Africa IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 596 South Africa IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 597 South Africa IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 598 South Africa IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 599 South Africa IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 600 Nigeria IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 601 Nigeria IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 602 Nigeria IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 603 Nigeria IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 604 Nigeria IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 605 Nigeria IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 606 Nigeria IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 607 Nigeria IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 608 Nigeria IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 609 Nigeria IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 610 Nigeria IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 611 Nigeria IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 612 Rest of LAMEA IT Operations Analytics Market, 2020 - 2023, USD Million
  • TABLE 613 Rest of LAMEA IT Operations Analytics Market, 2024 - 2031, USD Million
  • TABLE 614 Rest of LAMEA IT Operations Analytics Market by Enterprise Size, 2020 - 2023, USD Million
  • TABLE 615 Rest of LAMEA IT Operations Analytics Market by Enterprise Size, 2024 - 2031, USD Million
  • TABLE 616 Rest of LAMEA IT Operations Analytics Market by Technology, 2020 - 2023, USD Million
  • TABLE 617 Rest of LAMEA IT Operations Analytics Market by Technology, 2024 - 2031, USD Million
  • TABLE 618 Rest of LAMEA IT Operations Analytics Market by Deployment Type, 2020 - 2023, USD Million
  • TABLE 619 Rest of LAMEA IT Operations Analytics Market by Deployment Type, 2024 - 2031, USD Million
  • TABLE 620 Rest of LAMEA IT Operations Analytics Market by Application, 2020 - 2023, USD Million
  • TABLE 621 Rest of LAMEA IT Operations Analytics Market by Application, 2024 - 2031, USD Million
  • TABLE 622 Rest of LAMEA IT Operations Analytics Market by End Use, 2020 - 2023, USD Million
  • TABLE 623 Rest of LAMEA IT Operations Analytics Market by End Use, 2024 - 2031, USD Million
  • TABLE 624 Key Information - IBM Corporation
  • TABLE 625 Key Information - Oracle Corporation
  • TABLE 626 Key Information - SAP SE
  • TABLE 627 Key Information - Microsoft Corporation
  • TABLE 628 Key Information - SAS Institute, Inc.
  • TABLE 629 Key Information - NTT Data Corporation
  • TABLE 630 Key Information - Tibco Software, Inc.
  • TABLE 631 Key Information - Salesforce, Inc.
  • TABLE 632 Key Information - Alteryx, Inc.
  • TABLE 633 Key Information - Fair Isaac Corporation
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