DevOps Platform Market by End-user, Component and Geography - Forecast and Analysis 2023-2027

Published: Dec 2022 Pages: 177 SKU: IRTNTR70802

DevOps Platform Market Forecast 2023-2027

The DevOps Platform Market size is estimated to grow by USD 25,113.89 million between 2022 and 2027 accelerating at a CAGR of 24.5% during the forecast period. million The growth of the market depends on several factors, including reduced delivery time, the increased need for a standardized platform, cost reduction, and superior service. companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market. Accenture - The company offers DevOps platform that includes preconfigured tools, test environments, automation blueprints, leading practices, and security features.

DevOps Platform Market Size 

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Market Overview

Key Driver

The reduced delivery time is the key factor driving the global market growth. Most IT departments are under pressure as customers demand faster service delivery. These days, the demand for faster software upgrades is commonplace. Additionally, frequent hacking attacks have made software patches common to fix bugs in major software architectures. Therefore, if a company does not provide timely updates and upgrades, it will inevitably lead to the loss of customers. Therefore, most executives are focused on developing faster service delivery models. This has led to the emergence of DevOps third-party providers that coordinate and integrate the goals of traditional application developers, QA, and operations teams for faster time to market.

DevOps tools help in increasing the effectiveness of operating conditions of an IT environment. Redundant tasks such as running codes for quality checks several times are almost eliminated with the use of DevOps. The process also helps in the useful employment of manpower for core processes rather than on repetitive tasks. Such factors will increase the market growth during the forecast period.

Significant Trends

Increased adoption of Infrastructure as code (IAC) is the primary trend in the global market growth. IAC uses programming and coding techniques to automate IT infrastructure for operations teams in the software development process. With the help of programmable IT infrastructure, the operations team can automate the provisioning of IT resources and manage its IT infrastructure during the software development process. Software developers and operations teams use DevOps tools to collaborate and manage their IT infrastructure.

The rapid adoption of virtualization technology is automating the IT infrastructure that includes data centers, networks, and servers for resource provisioning. IAC reduces cycle time, complexities, and errors in the software development process to build software products rapidly. Software development firms are implementing next-generation technologies to automate the software development processes. However, the operational process has not been automated in many firms, as operational teams are using manual processes to manage the IT infrastructure. Therefore, organizations are implementing DevOps tools to shift from manual configuration of IT infrastructure to programmable IT infrastructure.

Major Challenge

The technical glitches during DevOps application deployment are a major challenge to the global development of operations platform market growth. These platforms are gaining popularity and are proving to be a key pillar of next-generation IT with the growth of the cloud industry. Organizations focus on building robust software and systems that can perform better and last longer. Once an application has been deployed to the market and commercialized, a major DevOps pain point is determining how the application will perform in a live environment. Software functionality in the live environment differs from software functionality in the internal environment.

These situations are known to be risky and can deteriorate vendor-customer relationships. Typically, a product is developed using cross-platforms, and the same might not be effective in a live situation. Therefore, the fear of uncertainty on the developed application running in the production or live environment hampers the ability to justify its usefulness, which will hinder the market growth during the forecast period.

Who are the Major DevOps Platform Market Players?

The report also includes detailed analyses of the competitive landscape of the market and information about 15 market companies, including:

  • Alphabet Inc.
  • Amazon.com Inc.
  • Atlassian Corp. Plc
  • Broadcom Inc.
  • Cigniti Technologies Ltd.
  • Cisco Systems Inc.
  • CloudBees Inc.
  • Dell Technologies Inc.
  • Digital.ai Software Inc.
  • HashiCorp Inc.
  • Hewlett Packard Enterprise Co.
  • Infosys Ltd.
  • International Business Machines Corp.
  • Microsoft Corp.
  • Open Text Corp.

Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.

What is the Fastest-Growing Segments in the Market?

The market share growth by the IT segment will be significant during the forecast period. The IT industry is embracing DevOps solutions for the development and release of multiple software in a short span of time. The need for software quality improvement and enhanced customer services is also increasing with the adoption of the solutions across IT industry verticals. Owing to the increasing benefits of continuous validation (CV), the IT industry has widely adopted CV for DevOps at various levels, such as executives, managers, and practitioners.

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The IT segment was valued at USD 1,029.08 million in 2017 and continued to grow by 2021. Industries are automating their operational processes. This is encouraging IT companies to implement next-generation IT solutions. Budget constraints in the IT industry are prompting C-suite executives and IT managers to reduce the cost of software development through innovative IT solutions. The extensive development of IT software and adoption of cloud platforms, owing to transforming business processes across the globe, will propel the growth of this market segment through the forecast period.

Which are the Key Regions for the Market?

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North America is estimated to contribute 34% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. Being an early adopter of technologies across industries, North America is an attractive region for the market. The high technology maturity in North America has significantly contributed to the deployment in the region. Technology adoption in numerous industry verticals is significantly high for IT modernization. The adoption of DevOps tools is increasing in the BFSI sector in the region to obtain digital banking solutions. The Bank of America implemented the DevOps solution for the automation and faster deployment of applications. This approach was to help the bank in improving its operational efficiency and enhance customer services. Such factors will increase the market growth during the forecast period.

Market Customer Landscape

The report includes the adoption lifecycle of the market, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their growth strategies.

Global Market Customer Landscape

Segment Overview

The report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2017 to 2027. 

  • End-user Outlook (USD Million, 2017 - 2027)
    • IT
    • BFSI
    • Telecommunication
    • Retail
    • Others
  • Component Outlook (USD Million, 2017 - 2027)
    • Solutions
    • Software
  • Region Outlook (USD Million, 2017 - 2027)
    • North America
      • The U.S.
      • Canada
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Argentina
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Market Analyst Overview

The Market is witnessing rapid growth driven by the increasing adoption of DevOps practices across industries. With the emergence of MLOps and AIOps, engineering professionals are leveraging artificial intelligence (AI) to optimize software delivery processes. DevOps teams, comprising both technical and non-technical professionals, benefit from intuitive visual interfaces that streamline collaboration and enhance productivity throughout the software development lifecycle (SDLC). As cybersecurity threats escalate, DevSecOps practices are gaining prominence, integrating security measures seamlessly into DevOps workflows. Cloud automation tools, such as Microsoft Azure DevOps, facilitate efficient deployment and management of applications. Appdome's mobile app defense and AI-enhanced DevOps products further bolster security measures, complementing third-party software tools to ensure robust and resilient DevOps environments capable of withstanding cyber attacks and delivering high-quality software solutions.

DevOps Platform Market Scope

Report Coverage

Details

Page number

177

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 24.5%

Market growth 2023-2027

USD 25,113.89 million

Market structure

Fragmented

YoY growth 2022-2023(%)

24.2

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 34%

Key countries

US, China, India, France, and Germany

Competitive landscape

 Leading companies, Market Positioning of companies, Competitive Strategies, and Industry Risks

Key companies profiled

Accenture Plc, Alphabet Inc., Amazon.com Inc., Atlassian Corp. Plc, Broadcom Inc., Cigniti Technologies Ltd., Cisco Systems Inc., CloudBees Inc., Dell Technologies Inc., Digital.ai Software Inc., HashiCorp Inc., Hewlett Packard Enterprise Co., Infosys Ltd., International Business Machines Corp., Microsoft Corp., Open Text Corp., Oracle Corp., Progress Software Corp., Rackspace Technology Inc., and Red Hat Inc.

Market dynamics

Parent market analysis, market growth and trends, Market forecasting, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for the forecast period.

Customization purview

If our market report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the market growth and forecasting of the market between 2023 and 2027
  • Precise estimation of the size of the market size and its contribution to the parent market
  • Accurate predictions about upcoming market trends and analysis and changes in consumer behavior
  • Growth of the market industry across Europe, North America, APAC, South America, and Middle East and Africa
  • Thorough market growth analysis of the market’s competitive landscape and detailed information about companies
  • Comprehensive market analysis and report on the factors that will challenge the market research and growth of market companies

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by End-user
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Component
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global devOps platform market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on Global devOps platform market 2017 - 2021 ($ million)
    • 4.2 End-user Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – End-user Segment 2017 - 2021 ($ million)
    • 4.3 Component Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Component Segment 2017 - 2021 ($ million)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by End-user

    • 6.1 Market segments
      • Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
    • 6.2 Comparison by End-user
      • Exhibit 32: Chart on Comparison by End-user
      • Exhibit 33: Data Table on Comparison by End-user
    • 6.3 IT - Market size and forecast 2022-2027
      • Exhibit 34: Chart on IT - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on IT - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on IT - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on IT - Year-over-year growth 2022-2027 (%)
    • 6.4 BFSI - Market size and forecast 2022-2027
      • Exhibit 38: Chart on BFSI - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on BFSI - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
    • 6.5 Telecommunication - Market size and forecast 2022-2027
      • Exhibit 42: Chart on Telecommunication - Market size and forecast 2022-2027 ($ million)
      • Exhibit 43: Data Table on Telecommunication - Market size and forecast 2022-2027 ($ million)
      • Exhibit 44: Chart on Telecommunication - Year-over-year growth 2022-2027 (%)
      • Exhibit 45: Data Table on Telecommunication - Year-over-year growth 2022-2027 (%)
    • 6.6 Retail - Market size and forecast 2022-2027
      • Exhibit 46: Chart on Retail - Market size and forecast 2022-2027 ($ million)
      • Exhibit 47: Data Table on Retail - Market size and forecast 2022-2027 ($ million)
      • Exhibit 48: Chart on Retail - Year-over-year growth 2022-2027 (%)
      • Exhibit 49: Data Table on Retail - Year-over-year growth 2022-2027 (%)
    • 6.7 Others - Market size and forecast 2022-2027
      • Exhibit 50: Chart on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 51: Data Table on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 52: Chart on Others - Year-over-year growth 2022-2027 (%)
      • Exhibit 53: Data Table on Others - Year-over-year growth 2022-2027 (%)
    • 6.8 Market opportunity by End-user
      • Exhibit 54: Market opportunity by End-user ($ million)

    7 Market Segmentation by Component

    • 7.1 Market segments
      • Exhibit 55: Chart on Component - Market share 2022-2027 (%)
      • Exhibit 56: Data Table on Component - Market share 2022-2027 (%)
    • 7.2 Comparison by Component
      • Exhibit 57: Chart on Comparison by Component
      • Exhibit 58: Data Table on Comparison by Component
    • 7.3 Solutions - Market size and forecast 2022-2027
      • Exhibit 59: Chart on Solutions - Market size and forecast 2022-2027 ($ million)
      • Exhibit 60: Data Table on Solutions - Market size and forecast 2022-2027 ($ million)
      • Exhibit 61: Chart on Solutions - Year-over-year growth 2022-2027 (%)
      • Exhibit 62: Data Table on Solutions - Year-over-year growth 2022-2027 (%)
    • 7.4 Software - Market size and forecast 2022-2027
      • Exhibit 63: Chart on Software - Market size and forecast 2022-2027 ($ million)
      • Exhibit 64: Data Table on Software - Market size and forecast 2022-2027 ($ million)
      • Exhibit 65: Chart on Software - Year-over-year growth 2022-2027 (%)
      • Exhibit 66: Data Table on Software - Year-over-year growth 2022-2027 (%)
    • 7.5 Market opportunity by Component
      • Exhibit 67: Market opportunity by Component ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 68: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 69: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 70: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 71: Chart on Geographic comparison
      • Exhibit 72: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 73: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 74: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 75: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 76: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 77: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 78: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 79: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 80: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 81: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 82: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 83: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 84: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 85: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 86: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 87: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 88: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 89: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 90: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 91: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 92: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 93: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 94: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 95: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 96: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 97: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 98: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 99: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 100: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 France - Market size and forecast 2022-2027
      • Exhibit 101: Chart on France - Market size and forecast 2022-2027 ($ million)
      • Exhibit 102: Data Table on France - Market size and forecast 2022-2027 ($ million)
      • Exhibit 103: Chart on France - Year-over-year growth 2022-2027 (%)
      • Exhibit 104: Data Table on France - Year-over-year growth 2022-2027 (%)
    • 9.11 Germany - Market size and forecast 2022-2027
      • Exhibit 105: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 106: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 107: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 108: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.12 India - Market size and forecast 2022-2027
      • Exhibit 109: Chart on India - Market size and forecast 2022-2027 ($ million)
      • Exhibit 110: Data Table on India - Market size and forecast 2022-2027 ($ million)
      • Exhibit 111: Chart on India - Year-over-year growth 2022-2027 (%)
      • Exhibit 112: Data Table on India - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 113: Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 114: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 115: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 116: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 117: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 118: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 119: Matrix on vendor position and classification
            • 12.3 Accenture Plc
              • Exhibit 120: Accenture Plc - Overview
              • Exhibit 121: Accenture Plc - Business segments
              • Exhibit 122: Accenture Plc - Key news
              • Exhibit 123: Accenture Plc - Key offerings
              • Exhibit 124: Accenture Plc - Segment focus
            • 12.4 Alphabet Inc.
              • Exhibit 125: Alphabet Inc. - Overview
              • Exhibit 126: Alphabet Inc. - Business segments
              • Exhibit 127: Alphabet Inc. - Key news
              • Exhibit 128: Alphabet Inc. - Key offerings
              • Exhibit 129: Alphabet Inc. - Segment focus
            • 12.5 Amazon.com Inc.
              • Exhibit 130: Amazon.com Inc. - Overview
              • Exhibit 131: Amazon.com Inc. - Business segments
              • Exhibit 132: Amazon.com Inc. - Key news
              • Exhibit 133: Amazon.com Inc. - Key offerings
              • Exhibit 134: Amazon.com Inc. - Segment focus
            • 12.6 Atlassian Corp. Plc
              • Exhibit 135: Atlassian Corp. Plc - Overview
              • Exhibit 136: Atlassian Corp. Plc - Product / Service
              • Exhibit 137: Atlassian Corp. Plc - Key offerings
            • 12.7 Broadcom Inc.
              • Exhibit 138: Broadcom Inc. - Overview
              • Exhibit 139: Broadcom Inc. - Business segments
              • Exhibit 140: Broadcom Inc. - Key news
              • Exhibit 141: Broadcom Inc. - Key offerings
              • Exhibit 142: Broadcom Inc. - Segment focus
            • 12.8 Cigniti Technologies Ltd.
              • Exhibit 143: Cigniti Technologies Ltd. - Overview
              • Exhibit 144: Cigniti Technologies Ltd. - Product / Service
              • Exhibit 145: Cigniti Technologies Ltd. - Key offerings
            • 12.9 Cisco Systems Inc.
              • Exhibit 146: Cisco Systems Inc. - Overview
              • Exhibit 147: Cisco Systems Inc. - Business segments
              • Exhibit 148: Cisco Systems Inc. - Key news
              • Exhibit 149: Cisco Systems Inc. - Key offerings
              • Exhibit 150: Cisco Systems Inc. - Segment focus
            • 12.10 Dell Technologies Inc.
              • Exhibit 151: Dell Technologies Inc. - Overview
              • Exhibit 152: Dell Technologies Inc. - Business segments
              • Exhibit 153: Dell Technologies Inc. - Key news
              • Exhibit 154: Dell Technologies Inc. - Key offerings
              • Exhibit 155: Dell Technologies Inc. - Segment focus
            • 12.11 Digital.ai Software Inc.
              • Exhibit 156: Digital.ai Software Inc. - Overview
              • Exhibit 157: Digital.ai Software Inc. - Product / Service
              • Exhibit 158: Digital.ai Software Inc. - Key offerings
            • 12.12 Infosys Ltd.
              • Exhibit 159: Infosys Ltd. - Overview
              • Exhibit 160: Infosys Ltd. - Business segments
              • Exhibit 161: Infosys Ltd. - Key news
              • Exhibit 162: Infosys Ltd. - Key offerings
              • Exhibit 163: Infosys Ltd. - Segment focus
            • 12.13 International Business Machines Corp.
              • Exhibit 164: International Business Machines Corp. - Overview
              • Exhibit 165: International Business Machines Corp. - Business segments
              • Exhibit 166: International Business Machines Corp. - Key news
              • Exhibit 167: International Business Machines Corp. - Key offerings
              • Exhibit 168: International Business Machines Corp. - Segment focus
            • 12.14 Microsoft Corp.
              • Exhibit 169: Microsoft Corp. - Overview
              • Exhibit 170: Microsoft Corp. - Business segments
              • Exhibit 171: Microsoft Corp. - Key news
              • Exhibit 172: Microsoft Corp. - Key offerings
              • Exhibit 173: Microsoft Corp. - Segment focus
            • 12.15 Open Text Corp.
              • Exhibit 174: Open Text Corp. - Overview
              • Exhibit 175: Open Text Corp. - Product / Service
              • Exhibit 176: Open Text Corp. - Key news
              • Exhibit 177: Open Text Corp. - Key offerings
            • 12.16 Oracle Corp.
              • Exhibit 178: Oracle Corp. - Overview
              • Exhibit 179: Oracle Corp. - Business segments
              • Exhibit 180: Oracle Corp. - Key news
              • Exhibit 181: Oracle Corp. - Key offerings
              • Exhibit 182: Oracle Corp. - Segment focus
            • 12.17 Red Hat Inc.
              • Exhibit 183: Red Hat Inc. - Overview
              • Exhibit 184: Red Hat Inc. - Product / Service
              • Exhibit 185: Red Hat Inc. - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 186: Inclusions checklist
                • Exhibit 187: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 188: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 189: Research methodology
                • Exhibit 190: Validation techniques employed for market sizing
                • Exhibit 191: Information sources
              • 13.5 List of abbreviations
                • Exhibit 192: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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