Enterprise Data Warehouse (EDW) Market Analysis North America, Europe, EMEA, APAC : US, Canada, China, Germany, UK - Size and Forecast 2023-2027

Published: Feb 2023 Pages: 167 SKU: IRTNTR71464

Enterprise Data Warehouse Market Forecast 2023-2027 

The enterprise data warehouse market is estimated to increase by USD 18,645.51 million and grow at a CAGR of 20.7% between 2022 and 2027. The growth of the EDW market depends on several factors, including the information explosion across industries, the increased adoption of cloud-based EDWs, and the rising enterprise mobility and the need to improve efficiency.

It also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the report includes historic market data from 2017 to 2021.

What will be the size of the Enterprise Data Warehouse Market During the Forecast Period?

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Key Drivers, Trends, Challenges, and Customer Landscape

The innovative features and user interfaces are notably driving the market growth, although factors such as information security concerns may impede the market growth. Our researchers analyzed the data with 2022 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

Key Market Driver

Data explosion across industries is a key factor driving the growth of the market share. The volume of information generated by industries is increasing across the world. The global volume is approximately 2.50 zettabytes, and 2.10 exabytes are generated every day. For example, 100 terabytes are uploaded on Facebook daily. Walmart handles more than one million transactions per hour and stores them in its database. Most organizations capture and store financial and non-financial transactions. The digitization of organizations increases the complexity and diversity of these sets. The use of advanced and diverse machines and devices in business processes also makes them diverse and complex.

The use of advanced technologies, such as IoT, in industries is also increasing the volume of information. Further, the world's most recognized streaming platform, Netflix, has nearly 93 million active users per month. The pipeline of Netflix collects more than 500 billion user events per day. This comprises several things, such as error logs, video viewing activities, performance reports, and others. The storage of this needs a storage space of around 1.3 Petabytes per day. The use of enterprise warehouse solutions in all the above-mentioned applications helps to improve the processing and analysis. Therefore, information explosion across industries will drive the growth of the global EDW market.

Significant Market Trends

Native machine data generation is the primary trend in the global market growth. The volume of information generated is increasing across the world. The rising adoption of echo state networks (ESN), ML, and IoT is increasing the volume of information generated by organizations. By using artificial intelligence (AI) and ML, smart systems can learn and accomplish tasks without the need to be programmed for every task. Advanced devices and sensors will eventually create native machines for their own machine-to-machine (M2M) communication and collaboration.

However, legacy systems cannot manage such a process. With the introduction of advanced sensors and IoT, is expected to become more accessible and usable in the future. Hence, enterprise warehouse software solutions are expected to witness a transformation. They are expected to be redesigned and remodeled to incorporate the consumption of native machines to improve analytics and process efficiency and support critical business systems.

Major Market Challenge

Data security concerns are a major challenge to the growth of the global market. Over the years, storage solutions have become more secure currently after taking necessary precautions to safeguard user information. Despite this, there are still chances that such solutions can be affected. Distributed denial-of-service (DDoS) attacks, breaches, unsecured application programming interfaces (APIs), information loss, and account hijacking are the main security-related threats faced by the global EDW market. Backup account credentials can be easily hijacked by phishing, cross-site scripting, or social engineering techniques.

This can lead to breaches and loss. In these center environments, these management software and security appliances are used to manage the security of stored information as well as to monitor any potential threats. Cyberattacks on enterprises are increasing, and, therefore, vendors are working with enterprises to establish service-level agreements (SLAs) during storage implementation. Therefore, security concerns are expected to adversely affect the global EDW market during the forecast period.

Key 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

Who are the Major Enterprise Data Warehouse Market Companies?

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 EDW market.

Alphabet Inc.: The company offers enterprise data warehouses such as BigQuery.

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

  • Accur8 Software
  • Amazon.com Inc.
  • Amitech Solutions Inc.
  • AtScale Inc.
  • CitiusTech Inc.
  • Cloudera Inc.
  • Fusion Consulting AG
  • HCL Technologies Ltd.
  • Health Catalyst Inc.
  • International Business Machines Corp.
  • Micro Focus International Plc
  • Microsoft Corp.
  • Oracle Corp.
  • SAP SE
  • Snowflake Inc.

Qualitative and quantitative analysis of vendors 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 vendors as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize vendors as dominant, leading, strong, tentative, and weak.

What is the Fastest-Growing Segment in the Market?

The market share growth by the information and analytical processing segment will be significant during the forecast period. A data warehouse facilitates the processing of the information it contains analytically. Basic online analytical processing (OLAP) operations, such as slice-and-dice, drill-down, drill-up, and pivoting, can be used to evaluate the information. Typically, it makes use of both summarized and comprehensive historics. The multidimensional information analysis of the information from the warehouse is the main advantage of online analytical processing over information processing. Therefore, the low-cost construct of information processing and multidimensional analysis is likely to drive the information and analytical processing segment of the global enterprise warehouse market during the forecast period.

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The information and analytical processing segment were valued at USD 3,054.48 million in 2017 and continue to grow by 2021. In 2022, the information processing and analytical processing segment dominated the global market, primarily due to the increasing globalization and the growth of the IT, BFSI, education, healthcare, and retail sectors. Data stored in a warehouse can be processed there. Querying, basic statistical analysis, and reporting using crosstabs, tables, charts, or graphs are all methods for processing the data. The construction of inexpensive web-based accessing tools that are then integrated with web browsers is a current trend in data warehouse information processing.  Such factors will increase segment growth during the forecast period.

Which are the Key Regions for the Market?

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North America is estimated to contribute 33% to the growth of the global EDW market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. Several industries, especially in the US and Canada, are early adopters of advanced technologies. Hence, the volume of data generated is high, which necessitates the use of enterprise data warehouse solutions. The technological maturity of several industries and the presence of many key vendors drive the growth of the market in North America. Manufacturing, telecommunications, infrastructure development, BFSI, and retail activities are growing at a rapid pace in the region. Several companies from such industries are adopting solutions to analyze the increasing volume of data generated. Hence, vendors offer specific products that cater to the needs of such industries. 

Segment Overview

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

  • Product Type Outlook (USD Million, 2017 - 2027)
    • Information and analytical processing
    • Data mining
  • Deployment Outlook (USD Million, 2017 - 2027)
    • Cloud-based
    • On-premise
  • 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
      • Brazil
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Market Analyst Overview

The market is experiencing growth due to the increasing importance of data-driven decision-making in business intelligence and enterprise management. EDWs provide a centralized repository for diverse systems, ensuring a cohesive and consistent dataset for accurate analysis.

Cloud data warehouses are gaining popularity, offering benefits like scalability, automatic updates, and advanced security measures. Virtual data warehousing is also emerging as a key solution, allowing for the integration of existing and prospective customer information for strategic insights. EDWs cater to various segments, including Small & Medium-sized Enterprises (SMEs) and the healthcare sector. In healthcare, EDWs enable predictive analysis, helping to identify disease outbreaks and patient trends. Overall, EDWs enhance operational efficiencies, resource allocation, and business performance by providing analytics and reporting capabilities based on customer preferences and business goals.

Enterprise Data Warehouse Market Scope

Report Coverage

Details

Page number

167

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 20.7%

Market growth 2023-2027

USD 18,645.51 million

Market structure

Fragmented

YoY growth 2022-2023(%)

20.6

Regional analysis

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

Performing market contribution

North America at 33%

Key countries

US, China, India, UK, and Germany

Competitive landscape

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

Key companies profiled

Accur8 Software, Alphabet Inc., Amazon.com Inc., Amitech Solutions Inc., AtScale Inc., CitiusTech Inc., Cloudera Inc., Fusion Consulting AG, HCL Technologies Ltd., Health Catalyst Inc., International Business Machines Corp., Micro Focus International Plc, Microsoft Corp., Oracle Corp., SAP SE, Snowflake Inc., Solver Inc., Tata Sons Pvt. Ltd., Teradata Corp., and Veeva Systems Inc.

Market dynamics

Parent market analysis, 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 forecast period.

Customization purview

If our 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 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 vendors
  • Comprehensive market analysis and report on the factors that will challenge the market research and growth of market vendors

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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 Product Type
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Deployment
    • 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 enterprise data warehouse market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on Global enterprise data warehouse market 2017 - 2021 ($ million)
    • 4.2 Product type Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Product type Segment 2017 - 2021 ($ million)
    • 4.3 Deployment Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Deployment 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 Product Type

    • 6.1 Market segments
      • Exhibit 30: Chart on Product Type - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Product Type - Market share 2022-2027 (%)
    • 6.2 Comparison by Product Type
      • Exhibit 32: Chart on Comparison by Product Type
      • Exhibit 33: Data Table on Comparison by Product Type
    • 6.3 Information and analytical processing - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Information and analytical processing - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on Information and analytical processing - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on Information and analytical processing - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Information and analytical processing - Year-over-year growth 2022-2027 (%)
    • 6.4 Data mining - Market size and forecast 2022-2027
      • Exhibit 38: Chart on Data mining - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on Data mining - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on Data mining - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on Data mining - Year-over-year growth 2022-2027 (%)
    • 6.5 Market opportunity by Product Type
      • Exhibit 42: Market opportunity by Product Type ($ million)

    7 Market Segmentation by Deployment

    • 7.1 Market segments
      • Exhibit 43: Chart on Deployment - Market share 2022-2027 (%)
      • Exhibit 44: Data Table on Deployment - Market share 2022-2027 (%)
    • 7.2 Comparison by Deployment
      • Exhibit 45: Chart on Comparison by Deployment
      • Exhibit 46: Data Table on Comparison by Deployment
    • 7.3 Cloud based - Market size and forecast 2022-2027
      • Exhibit 47: Chart on Cloud based - Market size and forecast 2022-2027 ($ million)
      • Exhibit 48: Data Table on Cloud based - Market size and forecast 2022-2027 ($ million)
      • Exhibit 49: Chart on Cloud based - Year-over-year growth 2022-2027 (%)
      • Exhibit 50: Data Table on Cloud based - Year-over-year growth 2022-2027 (%)
    • 7.4 On-premise - Market size and forecast 2022-2027
      • Exhibit 51: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
      • Exhibit 52: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
      • Exhibit 53: Chart on On-premise - Year-over-year growth 2022-2027 (%)
      • Exhibit 54: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
    • 7.5 Market opportunity by Deployment
      • Exhibit 55: Market opportunity by Deployment ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 56: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 57: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 58: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 59: Chart on Geographic comparison
      • Exhibit 60: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 61: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 62: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 63: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 64: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 65: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 66: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 67: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 68: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 69: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 70: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 71: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 72: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 73: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 74: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 75: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 76: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.7 South America - Market size and forecast 2022-2027
      • Exhibit 77: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 78: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 79: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 80: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 81: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 82: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 83: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 84: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 85: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 86: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 87: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 88: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 UK - Market size and forecast 2022-2027
      • Exhibit 89: Chart on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 90: Data Table on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 91: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 92: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.11 India - Market size and forecast 2022-2027
      • Exhibit 93: Chart on India - Market size and forecast 2022-2027 ($ million)
      • Exhibit 94: Data Table on India - Market size and forecast 2022-2027 ($ million)
      • Exhibit 95: Chart on India - Year-over-year growth 2022-2027 (%)
      • Exhibit 96: Data Table on India - Year-over-year growth 2022-2027 (%)
    • 9.12 Germany - Market size and forecast 2022-2027
      • Exhibit 97: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 98: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 99: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 100: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 101: 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 102: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 103: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 104: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 105: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 106: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 107: Matrix on vendor position and classification
            • 12.3 Alphabet Inc.
              • Exhibit 108: Alphabet Inc. - Overview
              • Exhibit 109: Alphabet Inc. - Business segments
              • Exhibit 110: Alphabet Inc. - Key news
              • Exhibit 111: Alphabet Inc. - Key offerings
              • Exhibit 112: Alphabet Inc. - Segment focus
            • 12.4 Amazon.com Inc.
              • Exhibit 113: Amazon.com Inc. - Overview
              • Exhibit 114: Amazon.com Inc. - Business segments
              • Exhibit 115: Amazon.com Inc. - Key news
              • Exhibit 116: Amazon.com Inc. - Key offerings
              • Exhibit 117: Amazon.com Inc. - Segment focus
            • 12.5 CitiusTech Inc.
              • Exhibit 118: CitiusTech Inc. - Overview
              • Exhibit 119: CitiusTech Inc. - Product / Service
              • Exhibit 120: CitiusTech Inc. - Key offerings
            • 12.6 Cloudera Inc.
              • Exhibit 121: Cloudera Inc. - Overview
              • Exhibit 122: Cloudera Inc. - Business segments
              • Exhibit 123: Cloudera Inc. - Key offerings
              • Exhibit 124: Cloudera Inc. - Segment focus
            • 12.7 Fusion Consulting AG
              • Exhibit 125: Fusion Consulting AG - Overview
              • Exhibit 126: Fusion Consulting AG - Product / Service
              • Exhibit 127: Fusion Consulting AG - Key offerings
            • 12.8 HCL Technologies Ltd.
              • Exhibit 128: HCL Technologies Ltd. - Overview
              • Exhibit 129: HCL Technologies Ltd. - Business segments
              • Exhibit 130: HCL Technologies Ltd. - Key news
              • Exhibit 131: HCL Technologies Ltd. - Key offerings
              • Exhibit 132: HCL Technologies Ltd. - Segment focus
            • 12.9 International Business Machines Corp.
              • Exhibit 133: International Business Machines Corp. - Overview
              • Exhibit 134: International Business Machines Corp. - Business segments
              • Exhibit 135: International Business Machines Corp. - Key offerings
              • Exhibit 136: International Business Machines Corp. - Segment focus
            • 12.10 Micro Focus International Plc
              • Exhibit 137: Micro Focus International Plc - Overview
              • Exhibit 138: Micro Focus International Plc - Product / Service
              • Exhibit 139: Micro Focus International Plc - Key news
              • Exhibit 140: Micro Focus International Plc - Key offerings
            • 12.11 Microsoft Corp.
              • Exhibit 141: Microsoft Corp. - Overview
              • Exhibit 142: Microsoft Corp. - Business segments
              • Exhibit 143: Microsoft Corp. - Key news
              • Exhibit 144: Microsoft Corp. - Key offerings
              • Exhibit 145: Microsoft Corp. - Segment focus
            • 12.12 Oracle Corp.
              • Exhibit 146: Oracle Corp. - Overview
              • Exhibit 147: Oracle Corp. - Business segments
              • Exhibit 148: Oracle Corp. - Key news
              • Exhibit 149: Oracle Corp. - Key offerings
              • Exhibit 150: Oracle Corp. - Segment focus
            • 12.13 SAP SE
              • Exhibit 151: SAP SE - Overview
              • Exhibit 152: SAP SE - Business segments
              • Exhibit 153: SAP SE - Key news
              • Exhibit 154: SAP SE - Key offerings
              • Exhibit 155: SAP SE - Segment focus
            • 12.14 Snowflake Inc.
              • Exhibit 156: Snowflake Inc. - Overview
              • Exhibit 157: Snowflake Inc. - Product / Service
              • Exhibit 158: Snowflake Inc. - Key offerings
            • 12.15 Tata Sons Pvt. Ltd.
              • Exhibit 159: Tata Sons Pvt. Ltd. - Overview
              • Exhibit 160: Tata Sons Pvt. Ltd. - Business segments
              • Exhibit 161: Tata Sons Pvt. Ltd. - Key offerings
              • Exhibit 162: Tata Sons Pvt. Ltd. - Segment focus
            • 12.16 Teradata Corp.
              • Exhibit 163: Teradata Corp. - Overview
              • Exhibit 164: Teradata Corp. - Business segments
              • Exhibit 165: Teradata Corp. - Key offerings
              • Exhibit 166: Teradata Corp. - Segment focus
            • 12.17 Veeva Systems Inc.
              • Exhibit 167: Veeva Systems Inc. - Overview
              • Exhibit 168: Veeva Systems Inc. - Business segments
              • Exhibit 169: Veeva Systems Inc. - Key offerings
              • Exhibit 170: Veeva Systems Inc. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 171: Inclusions checklist
                • Exhibit 172: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 173: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 174: Research methodology
                • Exhibit 175: Validation techniques employed for market sizing
                • Exhibit 176: Information sources
              • 13.5 List of abbreviations
                • Exhibit 177: List of abbreviations
              • Engineering and Research and Development Services

                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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