Latest Update: Impact of current COVID-19 situation has been considered in this report while making the analysis.
Global Artificial Intelligence (AI) in Cybersecurity Market by Type (Endpoint Security, Network Security, Application Security, Cloud Security), By Application (Identity & Access Management, Risk & Compliance Management, Data Loss Prevention, Unified Threat Management, Security & Vulnerability Management, Antivirus/Antimalware, Fraud Detection/Anti-Fraud, Intrusion Detection/Prevention System, Threat Intelligence, Others) And By Region (North America, Latin America, Europe, Asia Pacific and Middle East & Africa), Forecast From 2022 To 2030-report

Global Artificial Intelligence (AI) in Cybersecurity Market by Type (Endpoint Security, Network Security, Application Security, Cloud Security), By Application (Identity & Access Management, Risk & Compliance Management, Data Loss Prevention, Unified Threat Management, Security & Vulnerability Management, Antivirus/Antimalware, Fraud Detection/Anti-Fraud, Intrusion Detection/Prevention System, Threat Intelligence, Others) And By Region (North America, Latin America, Europe, Asia Pacific and Middle East & Africa), Forecast From 2022 To 2030

Report ID: 173616 3300 IT & Telecom 377 237 Pages 4.8 (41)
                                          

The global artificial intelligence (AI) in cybersecurity market is expected to grow from USD 3.5 billion in 2018 to USD 12.2 billion by 2030, at a CAGR of 18.6% during the forecast period. The major factors driving the growth of this market are the increasing number of cyberattacks and data breaches, which are leading organizations to adopt AI-based solutions for cybersecurity purposes; and the growing need for automation in security operations centers (SOCs). The endpoint security segment is expected to lead the global AI in cybersecurity market during the forecast period, due to its ability to detect malware and other threats that traditional antivirus software cannot detect. The network security segment is expected to grow at a higher CAGR than other segments during the forecast period due to its ability to protect networks from cyberattacks such as DDoS attacks, phishing scams, spamming campaigns, etc, which can be detected using AI-based solutions. -The use of AI in cybersecurity will help organizations reduce the number of human errors that occur during security operations. -The use of AI in cybersecurity will also help organizations reduce the time it takes to respond to cyberattacks.

Industry Growth Insights published a new data on “Artificial Intelligence (AI) in Cybersecurity Market”. The research report is titled “Artificial Intelligence (AI) in Cybersecurity Market research by Types (Endpoint Security, Network Security, Application Security, Cloud Security), By Applications (Identity & Access Management, Risk & Compliance Management, Data Loss Prevention, Unified Threat Management, Security & Vulnerability Management, Antivirus/Antimalware, Fraud Detection/Anti-Fraud, Intrusion Detection/Prevention System, Threat Intelligence, Others), By Players/Companies Darktrace, Cylance, Securonix, IBM, NVIDIA Corporation, Intel Corporation, Xilinx, Samsung Electronics, Micron Technology, Amazon Web Services, Vectra AI, ThreatMetrix, Sift Science, Acalvio Technologies, SparkCognition, Palo Alto Networks, Symantec Corporation, Skycure, BAE Systems, Check Point Software Technologies, Fortinet, Cisco Systems, FireEye, RSA Security”.

Scope Of The Report

Report Attributes

Report Details

Report Title

Artificial Intelligence (AI) in Cybersecurity Market Research Report

By Type

Endpoint Security, Network Security, Application Security, Cloud Security

By Application

Identity & Access Management, Risk & Compliance Management, Data Loss Prevention, Unified Threat Management, Security & Vulnerability Management, Antivirus/Antimalware, Fraud Detection/Anti-Fraud, Intrusion Detection/Prevention System, Threat Intelligence, Others

By Companies

Darktrace, Cylance, Securonix, IBM, NVIDIA Corporation, Intel Corporation, Xilinx, Samsung Electronics, Micron Technology, Amazon Web Services, Vectra AI, ThreatMetrix, Sift Science, Acalvio Technologies, SparkCognition, Palo Alto Networks, Symantec Corporation, Skycure, BAE Systems, Check Point Software Technologies, Fortinet, Cisco Systems, FireEye, RSA Security

Regions Covered

North America, Europe, APAC, Latin America, MEA

Base Year

2021

Historical Year

2019 to 2020 (Data from 2010 can be provided as per availability)

Forecast Year

2030

Number of Pages

237

Number of Tables & Figures

166

Customization Available

Yes, the report can be customized as per your need.


Global Artificial Intelligence (AI) in Cybersecurity Industry Outlook


Global Artificial Intelligence (AI) in Cybersecurity Market Report Segments:

The global Artificial Intelligence (AI) in Cybersecurity market is segmented on the basis of:

Types

Endpoint Security, Network Security, Application Security, Cloud Security

The product segment provides information about the market share of each product and the respective CAGR during the forecast period. It lays out information about the product pricing parameters, trends, and profits that provides in-depth insights of the market. Furthermore, it discusses latest product developments & innovation in the market.

Applications

Identity & Access Management, Risk & Compliance Management, Data Loss Prevention, Unified Threat Management, Security & Vulnerability Management, Antivirus/Antimalware, Fraud Detection/Anti-Fraud, Intrusion Detection/Prevention System, Threat Intelligence, Others

The application segment fragments various applications of the product and provides information on the market share and growth rate of each application segment. It discusses the potential future applications of the products and driving and restraining factors of each application segment.

Some of the companies that are profiled in this report are:

  1. Darktrace
  2. Cylance
  3. Securonix
  4. IBM
  5. NVIDIA Corporation
  6. Intel Corporation
  7. Xilinx
  8. Samsung Electronics
  9. Micron Technology
  10. Amazon Web Services
  11. Vectra AI
  12. ThreatMetrix
  13. Sift Science
  14. Acalvio Technologies
  15. SparkCognition
  16. Palo Alto Networks
  17. Symantec Corporation
  18. Skycure
  19. BAE Systems
  20. Check Point Software Technologies
  21. Fortinet
  22. Cisco Systems
  23. FireEye
  24. RSA Security

Global Artificial Intelligence (AI) in Cybersecurity Market Overview


Highlights of The Artificial Intelligence (AI) in Cybersecurity Market Report:

  1. The market structure and projections for the coming years.
  2. Drivers, restraints, opportunities, and current trends of market.
  3. Historical data and forecast.
  4. Estimations for the forecast period 2030.
  5. Developments and trends in the market.
  6. By Type:

    1. Endpoint Security
    2. Network Security
    3. Application Security
    4. Cloud Security
  1. By Application:

    1. Identity & Access Management
    2. Risk & Compliance Management
    3. Data Loss Prevention
    4. Unified Threat Management
    5. Security & Vulnerability Management
    6. Antivirus/Antimalware
    7. Fraud Detection/Anti-Fraud
    8. Intrusion Detection/Prevention System
    9. Threat Intelligence
    10. Others
  1. Market scenario by region, sub-region, and country.
  2. Market share of the market players, company profiles, product specifications, SWOT analysis, and competitive landscape.
  3. Analysis regarding upstream raw materials, downstream demand, and current market dynamics.
  4. Government Policies, Macro & Micro economic factors are also included in the report.

We have studied the Artificial Intelligence (AI) in Cybersecurity Market in 360 degrees via. both primary & secondary research methodologies. This helped us in building an understanding of the current market dynamics, supply-demand gap, pricing trends, product preferences, consumer patterns & so on. The findings were further validated through primary research with industry experts & opinion leaders across countries. The data is further compiled & validated through various market estimation & data validation methodologies. Further, we also have our in-house data forecasting model to predict market growth up to 2030.

Regional Analysis

  • North America
  • Europe
  • Asia Pacific
  • Middle East & Africa
  • Latin America

Note: A country of choice can be added in the report at no extra cost. If more than one country needs to be added, the research quote will vary accordingly.

The geographical analysis part of the report provides information about the product sales in terms of volume and revenue in regions. It lays out potential opportunities for the new entrants, emerging players, and major players in the region. The regional analysis is done after considering the socio-economic factors and government regulations of the countries in the regions.

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Global Artificial Intelligence (AI) in Cybersecurity Market Statistics

8 Reasons to Buy This Report

  1. Includes a Chapter on the Impact of COVID-19 Pandemic On the Market
  2. Report Prepared After Conducting Interviews with Industry Experts & Top Designates of the Companies in the Market
  3. Implemented Robust Methodology to Prepare the Report
  4. Includes Graphs, Statistics, Flowcharts, and Infographics to Save Time
  5. Industry Growth Insights Provides 24/5 Assistance Regarding the Doubts in the Report
  6. Provides Information About the Top-winning Strategies Implemented by Industry Players.
  7. In-depth Insights On the Market Drivers, Restraints, Opportunities, and Threats
  8. Customization of the Report Available

Frequently Asked Questions?


Artificial intelligence (AI) is a subset of machine learning that uses computer programs to simulate or emulate human cognitive abilities, including decision making, problem solving and natural communication. Cybersecurity AI can be used to automate the identification and assessment of threats, as well as the deployment of countermeasures.

Some of the major players in the artificial intelligence (ai) in cybersecurity market are Darktrace, Cylance, Securonix, IBM, NVIDIA Corporation, Intel Corporation, Xilinx, Samsung Electronics, Micron Technology, Amazon Web Services, Vectra AI, ThreatMetrix, Sift Science, Acalvio Technologies, SparkCognition, Palo Alto Networks, Symantec Corporation, Skycure, BAE Systems, Check Point Software Technologies, Fortinet, Cisco Systems, FireEye, RSA Security.

The artificial intelligence (ai) in cybersecurity market is expected to grow at a compound annual growth rate of 18.6%.

                                            
1. Executive Summary

2. Assumptions and Acronyms Used

3. Research Methodology

4. Artificial Intelligence (AI) in Cybersecurity Market Overview
   4.1. Introduction
      4.1.1. Market Taxonomy
      4.1.2. Market Definition
   4.2. Macro-Economic Factors
      4.2.1. Industry Outlook
   4.3. Artificial Intelligence (AI) in Cybersecurity Market Dynamics
      4.3.1. Market Drivers
      4.3.2. Market Restraints
      4.3.3. Opportunity
      4.3.4. Market Trends
   4.4. Artificial Intelligence (AI) in Cybersecurity Market - Supply Chain
   4.5. Global Artificial Intelligence (AI) in Cybersecurity Market Forecast
      4.5.1. Artificial Intelligence (AI) in Cybersecurity Market Size (US$ Mn) and Y-o-Y Growth
      4.5.2. Artificial Intelligence (AI) in Cybersecurity Market Size (000’ Units) and Y-o-Y Growth
      4.5.3. Artificial Intelligence (AI) in Cybersecurity Market Absolute $ Opportunity

5. Global Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast by Type
   5.1. Market Trends
   5.2. Introduction
      5.2.1. Basis Point Share (BPS) Analysis by Type
      5.2.2. Y-o-Y Growth Projections by Type
   5.3. Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Type
      5.3.1. Endpoint Security
      5.3.2. Network SecuritySecurity
      5.3.4. Cloud Security
   5.4. Absolute $ Opportunity Assessment by Type
   5.5. Market Attractiveness/Growth Potential Analysis by Type

6. Global Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast by Application
   6.1. Market Trends
   6.2. Introduction
      6.2.1. Basis Point Share (BPS) Analysis by Application
      6.2.2. Y-o-Y Growth Projections by Application
   6.3. Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Application
      6.3.1. Identity & Access Management
      6.3.2. Risk & Compliance Management
      6.3.3. Data Loss Prevention
      6.3.4. Unified Threat Management
      6.3.5. Security & Vulnerability Management
      6.3.6. Antivirus/Antimalware
      6.3.7. Fraud Detection/Anti-Fraud
      6.3.8. Intrusion Detection/Prevention System
      6.3.9. Threat Intelligence
      6.3.10. Others
   6.4. Absolute $ Opportunity Assessment by Application
   6.5. Market Attractiveness/Growth Potential Analysis by Application

7. Global Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast by Sales Channel
   7.1. Market Trends
   7.2. Introduction
      7.2.1. Basis Point Share (BPS) Analysis by Sales Channel 
      7.2.2. Y-o-Y Growth Projections by Sales Channel
   7.3. Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Sales Channel 
      7.3.1. Manufacturer/Distributor/Service Provider
      7.3.2. Aftermarket
   7.4. Absolute $ Opportunity Assessment by Sales Channel
   7.5. Market Attractiveness/Growth Potential Analysis by Sales Channel

8. Global Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast by Region
   8.1. Market Trends
   8.2. Introduction
      8.2.1. Basis Point Share (BPS) Analysis by Region
      8.2.2. Y-o-Y Growth Projections by Region
   8.3. Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Region
      8.3.1. North America
      8.3.2. Latin America
      8.3.3. Europe
      8.3.4. Asia Pacific
      8.3.5. Middle East and Africa (MEA)
   8.4. Absolute $ Opportunity Assessment by Region
   8.5. Market Attractiveness/Growth Potential Analysis by Region
   8.6. Global Artificial Intelligence (AI) in Cybersecurity Demand Share Forecast, 2019-2026

9. North America Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast
   9.1. Introduction
      9.1.1. Basis Point Share (BPS) Analysis by Country
      9.1.2. Y-o-Y Growth Projections by Country
   9.2. North America Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Country
      9.2.1. U.S.
      9.2.2. Canada
   9.3. Absolute $ Opportunity Assessment by Country
   9.4. North America Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Application
      9.4.1. Identity & Access Management
      9.4.2. Risk & Compliance Management
      9.4.3. Data Loss Prevention
      9.4.4. Unified Threat Management
      9.4.5. Security & Vulnerability Management
      9.4.6. Antivirus/Antimalware
      9.4.7. Fraud Detection/Anti-Fraud
      9.4.8. Intrusion Detection/Prevention System
      9.4.9. Threat Intelligence
      9.4.10. Others
   9.5. Basis Point Share (BPS) Analysis by Application
   9.6. Y-o-Y Growth Projections by Application
   9.7. North America Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Type
      9.7.1. Endpoint Security
      9.7.2. Network SecuritySecurity
      9.7.4. Cloud Security
   9.8. Basis Point Share (BPS) Analysis by Type
   9.9. Y-o-Y Growth Projections by Type
   9.10. Market Attractiveness/Growth Potential Analysis
      9.10.1. By Country
      9.10.2. By Product Type
      9.10.3. By Application
      9.10.4. By Sales Channel
   9.11. North America Artificial Intelligence (AI) in Cybersecurity Demand Share Forecast, 2019-2026

10. Latin America Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast
   10.1. Introduction
      10.1.1. Basis Point Share (BPS) Analysis by Country
      10.1.2. Y-o-Y Growth Projections by Country
      10.1.3. Latin America Average Pricing Analysis
   10.2. Latin America Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Country
      10.2.1. Brazil
      10.2.2. Mexico
      10.2.3. Rest of Latin America
   10.3. Absolute $ Opportunity Assessment by Country
   10.4. Latin America Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Application
      10.4.1. Identity & Access Management
      10.4.2. Risk & Compliance Management
      10.4.3. Data Loss Prevention
      10.4.4. Unified Threat Management
      10.4.5. Security & Vulnerability Management
      10.4.6. Antivirus/Antimalware
      10.4.7. Fraud Detection/Anti-Fraud
      10.4.8. Intrusion Detection/Prevention System
      10.4.9. Threat Intelligence
      10.4.10. Others
   10.5. Basis Point Share (BPS) Analysis by Application
   10.6. Y-o-Y Growth Projections by Application
   10.7. Latin America Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Type
      10.7.1. Endpoint Security
      10.7.2. Network Security
Security
      10.7.4. Cloud Security
   10.8. Basis Point Share (BPS) Analysis by Type
   10.9. Y-o-Y Growth Projections by Type
   10.10. Market Attractiveness/Growth Potential Analysis
      10.10.1. By Country
      10.10.2. By Product Type
      10.10.3. By Application
      10.10.4. By Sales Channel
   10.11. Latin America Artificial Intelligence (AI) in Cybersecurity Demand Share Forecast, 2019-2026

11. Europe Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast
   11.1. Introduction
      11.1.1. Basis Point Share (BPS) Analysis by Country
      11.1.2. Y-o-Y Growth Projections by Country
      11.1.3. Europe Average Pricing Analysis
   11.2. Europe Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Country
      11.2.1. Germany
      11.2.2. France
      11.2.3. Italy
      11.2.4. U.K.
      11.2.5. Spain
      11.2.6. Russia
      11.2.7. Rest of Europe
   11.3. Absolute $ Opportunity Assessment by Country
   11.4. Europe Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Application
      11.4.1. Identity & Access Management
      11.4.2. Risk & Compliance Management
      11.4.3. Data Loss Prevention
      11.4.4. Unified Threat Management
      11.4.5. Security & Vulnerability Management
      11.4.6. Antivirus/Antimalware
      11.4.7. Fraud Detection/Anti-Fraud
      11.4.8. Intrusion Detection/Prevention System
      11.4.9. Threat Intelligence
      11.4.10. Others
   11.5. Basis Point Share (BPS) Analysis by Application
   11.6. Y-o-Y Growth Projections by Application
   11.7. Europe Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Type
      11.7.1. Endpoint Security
      11.7.2. Network Security
Security
      11.7.4. Cloud Security
   11.8. Basis Point Share (BPS) Analysis by Type
   11.9. Y-o-Y Growth Projections by Type
   11.10. Market Attractiveness/Growth Potential Analysis
      11.10.1. By Country
      11.10.2. By Product Type
      11.10.3. By Application
      11.10.4. By Sales Channel
   11.11. Europe Artificial Intelligence (AI) in Cybersecurity Demand Share, 2019-2026

12. Asia Pacific Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast
   12.1. Introduction
      12.1.1. Basis Point Share (BPS) Analysis by Country
      12.1.2. Y-o-Y Growth Projections by Country
      12.1.3. Asia Pacific Average Pricing Analysis
   12.2. Asia Pacific Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Country
      12.2.1. China
      12.2.2. Japan
      12.2.3. South Korea
      12.2.4. India
      12.2.5. Australia
      12.2.6. Rest of Asia Pacific (APAC)
   12.3. Absolute $ Opportunity Assessment by Country
   12.4. Asia Pacific Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Application
      12.4.1. Identity & Access Management
      12.4.2. Risk & Compliance Management
      12.4.3. Data Loss Prevention
      12.4.4. Unified Threat Management
      12.4.5. Security & Vulnerability Management
      12.4.6. Antivirus/Antimalware
      12.4.7. Fraud Detection/Anti-Fraud
      12.4.8. Intrusion Detection/Prevention System
      12.4.9. Threat Intelligence
      12.4.10. Others
   12.5. Basis Point Share (BPS) Analysis by Application
   12.6. Y-o-Y Growth Projections by Application
   12.7. Asia Pacific Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Type
      12.7.1. Endpoint Security
      12.7.2. Network Security
Security
      12.7.4. Cloud Security
   12.8. Basis Point Share (BPS) Analysis by Type
   12.9. Y-o-Y Growth Projections by Type
   12.10. Market Attractiveness/Growth Potential Analysis
      12.10.1. By Country
      12.10.2. By Product Type
      12.10.3. By Application
      12.10.4. By Sales Channel
   12.11. Asia Pacific Artificial Intelligence (AI) in Cybersecurity Demand Share, 2019-2026

13. Middle East & Africa Artificial Intelligence (AI) in Cybersecurity Market Analysis and Forecast
   13.1. Introduction
      13.1.1. Basis Point Share (BPS) Analysis by Country
      13.1.2. Y-o-Y Growth Projections by Country
      13.1.3. Asia Pacific Average Pricing Analysis
   13.2. Middle East & Africa Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Country
      13.2.1. Saudi Arabia
      13.2.2. South Africa
      13.2.3. UAE
      13.2.4. Rest of Middle East & Africa (MEA)
   13.3. Absolute $ Opportunity Assessment by Country
   13.4. Middle East & Africa Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Application
      13.4.1. Identity & Access Management
      13.4.2. Risk & Compliance Management
      13.4.3. Data Loss Prevention
      13.4.4. Unified Threat Management
      13.4.5. Security & Vulnerability Management
      13.4.6. Antivirus/Antimalware
      13.4.7. Fraud Detection/Anti-Fraud
      13.4.8. Intrusion Detection/Prevention System
      13.4.9. Threat Intelligence
      13.4.10. Others
   13.5. Basis Point Share (BPS) Analysis by Application
   13.6. Y-o-Y Growth Projections by Application
   13.7. Middle East & Africa Artificial Intelligence (AI) in Cybersecurity Market Size and Volume Forecast by Type
      13.7.1. Endpoint Security
      13.7.2. Network Security
Security
      13.7.4. Cloud Security
   13.8. Basis Point Share (BPS) Analysis by Type
   13.9. Y-o-Y Growth Projections by Type
   13.10. Market Attractiveness/Growth Potential Analysis
      13.10.1. By Country
      13.10.2. By Product Type
      13.10.3. By Application
      13.10.4. By Sales Channel
   13.11. Middle East & Africa Artificial Intelligence (AI) in Cybersecurity Demand Share, 2019-2026

14. Competition Landscape
   14.1. Global Artificial Intelligence (AI) in Cybersecurity Market: Market Share Analysis
   14.2. Artificial Intelligence (AI) in Cybersecurity Distributors and Customers
   14.3. Artificial Intelligence (AI) in Cybersecurity Market: Competitive Dashboard
   14.4. Company Profiles (Details – Overview, Financials, Developments, Strategy) 
      14.4.1. Darktrace
         14.4.1.1. Overview
         14.4.1.2. Financials
         14.4.1.3. Developments
         14.4.1.4. Strategic Outlook
      14.4.2. Cylance
         14.4.2.1. Overview
         14.4.2.2. Financials
         14.4.2.3. Developments
         14.4.2.4. Strategic Outlook
      14.4.3. Securonix
         14.4.3.1. Overview
         14.4.3.2. Financials
         14.4.3.3. Developments
         14.4.3.4. Strategic Outlook
      14.4.4. IBM
         14.4.4.1. Overview
         14.4.4.2. Financials
         14.4.4.3. Developments
         14.4.4.4. Strategic Outlook
      14.4.5. NVIDIA Corporation
         14.4.5.1. Overview
         14.4.5.2. Financials
         14.4.5.3. Developments
         14.4.5.4. Strategic Outlook
      14.4.6. Intel Corporation
         14.4.6.1. Overview
         14.4.6.2. Financials
         14.4.6.3. Developments
         14.4.6.4. Strategic Outlook
      14.4.7. Xilinx
         14.4.7.1. Overview
         14.4.7.2. Financials
         14.4.7.3. Developments
         14.4.7.4. Strategic Outlook
      14.4.8. Samsung Electronics
         14.4.8.1. Overview
         14.4.8.2. Financials
         14.4.8.3. Developments
         14.4.8.4. Strategic Outlook
      14.4.9. Micron Technology
         14.4.9.1. Overview
         14.4.9.2. Financials
         14.4.9.3. Developments
         14.4.9.4. Strategic Outlook
      14.4.10. Amazon Web Services
         14.4.10.1. Overview
         14.4.10.2. Financials
         14.4.10.3. Developments
         14.4.10.4. Strategic Outlook
      14.4.11. Vectra AI
         14.4.11.1. Overview
         14.4.11.2. Financials
         14.4.11.3. Developments
         14.4.11.4. Strategic Outlook
      14.4.12. ThreatMetrix
         14.4.12.1. Overview
         14.4.12.2. Financials
         14.4.12.3. Developments
         14.4.12.4. Strategic Outlook
      14.4.13. Sift Science
         14.4.13.1. Overview
         14.4.13.2. Financials
         14.4.13.3. Developments
         14.4.13.4. Strategic Outlook
      14.4.14. Acalvio Technologies
         14.4.14.1. Overview
         14.4.14.2. Financials
         14.4.14.3. Developments
         14.4.14.4. Strategic Outlook
  &n

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