Big Data Services Market by Component, End-user and Geography - Forecast and Analysis 2023-2027

Published: Nov 2022 Pages: 175 SKU: IRTNTR44961

The big data services market is estimated to grow at a CAGR of 35.68% between 2022 and 2027 and the size of the market is forecast to increase by USD 153.75 billion. The growth of the market depends on several factors, including the growing amount of data, the increase in the adoption of big data services in industries, and the increased importance of big data in social media marketing.

This report extensively covers market segmentation by component (solution and services), end-user (BFSI, telecom, retail, and others), and geography (North America, Europe, APAC, South America, and Middle East and Africa). 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 Big Data Services Market During the Forecast Period?

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Big Data Services Market: Key Drivers, Trends, Challenges, and Customer Landscape

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 Big Data Services Market Driver

The growing amount of data is one of the key factors driving the growth of the big data as a service market. Enterprise applications are generating large volumes of data, and this will keep continuing throughout the forecast period and beyond. With the growing volume, variety, veracity, and velocity of data, which is referred to as 4Vs, organizations are facing difficulties to analyze and manage large databases efficiently. The increasing volume of data generated in organizations through various channels and sources has compelled organizations to implement big data analytics and save a significant amount of cost for the organizations.

Big data analytics has helped organizations transform unstructured and semi-structured data into structured and meaningful data. Big data analytics retrieved and analyzed data to discover significant weaknesses, develop indicator patterns to identify opportunities and threats and optimize business decisions. Since the demand for big data analytics is growing, there is a need for big services such as big data project-based services and big data outsourcing services to manage big data analytics applications to ensure security, agility, and performance.

Key Big Data Services Market Trends

Big data in blockchain technology is a primary trend for the global data analytics market growth. Blockchain technology is gaining popularity in the financial sector. JPMorgan, Citi, Wells Fargo, US Bancorp, PNC, Fifth Third Bank, and Signature Bank are some of the banks that use blockchain technology. It is replacing the current centralized business model of financial services. Blockchain technology, also called a ledger framework, is a distributed network of digital databases that maintains records and manages transactions. It uses advanced cryptography to keep transactions secure and manage approvals. All transaction details are then registered in the database. Moreover, the big data blockchain technology has databases that are scalable, have query languages, and accurate blockchains. The big data blockchain database is decentralized; hence, the control can be shared with appropriate authorities.

Big data blockchain technology helps in collecting and interpreting huge amounts of information and supports organizations in decision-making processes. This increases operational efficiency and improves security. The technology also overhauls and improves security and highlights where action needs to be taken before and after a hack. However, shifting to a decentralized database network will require educating end-users and operators and integrating it into the current working process.

Key Big Data Services Market Challenge

Adhering to diverse client requirements is a major challenge for global big data as a service market growth. Several industries lack policies or frameworks to store the high volume of data, which leads to difficulties in the effective performance of big data. This, in turn, affects the market penetration of big data service providers as their quality of service deteriorates. Big data service providers need to continuously develop and offer innovative solutions in step with changing customer requirements. This is a complex and cost-consuming process as it involves high degrees of uncertainty, and failure in understanding the requirements of customers leads to potential loss of time and money. Most of the clients expect business results but are wary about spending.

The lack of a forward-looking policy makes it difficult for vendors to calculate and track ROI. This may hinder the value additions from service providers challenging the development of the market. Therefore, it is important for vendors to understand the current market need and accordingly offer tailored solutions to clients for sustainable growth.

Key Big Data Services 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 Big Data Services Market Customer Landscape

Who are the Major Big Data Services Market Vendors?

Vendors are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the big data as a service market.

Accenture - The company offers big data services such as Data led Transformation.

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

  • Alphabet Inc.
  • Alteryx Inc.
  • Amazon.com Inc.
  • Cloudera Inc.
  • Datameer Inc.
  • Dell Technologies Inc.
  • Deloitte Touche Tohmatsu Ltd.
  • Enthought Inc.
  • Hewlett Packard Enterprise Co.
  • Hitachi Vantara LLC
  • International Business Machines Corp.
  • IRI
  • Microsoft Corp.
  • Oracle Corp.
  • PricewaterhouseCoopers LLP
  • Qubole 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 Big Data Services Market?

The market share growth by the Solution segment will be significant during the forecast period. Businesses often use big data and big data analytics to manage their operations more efficiently, with a growing arsenal of consumer data available through different sources. Big data solutions help management in analyzing consumer sentiment regarding their products or services, gaining a deeper visual understanding of the multichannel customer journey, and acting on these insights to improve the customer experience. The phrase Big data refers to the tremendous expansion and availability of structured and unstructured data.

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The solution segment was valued at USD 13.31 billion in 2017 and continue to grow by 2021. The use of Big data solutions allows for the analysis of consumer behaviors across numerous channels in order to discover how, when, where, and why customers are most likely to engage. This not only enables firms to obtain a thorough grasp of their operations but also leads to efficiency improvements, lower costs, increased sales, and better customer service. Thus, surging competition among companies across end-user industries, aided by the growing demand for factors such as convenience and consumer delight, will foster the growth of the global big data as a service market during the forecast period.

Big data as a service is a cloud-based offering that provides enterprises with data platforms and tools to effectively manage, analyze and gain insights from large datasets, with the goal of optimizing their operations and gaining a competitive edge. This service segment is fully managed and automated, making it a cost-effective solution for businesses to build secure and scalable Hadoop-based data lakes capable of handling massive amounts of information processing. The increasing demand for data storage and the critical importance of data security across various end-user sectors are the driving forces behind the need for big data services.

Which are the Key Regions for the Big Data Services Market?

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North America is estimated to contribute 36% 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. Processing big data is one of the essential techniques in understanding the nature of customer demand. Most banks in the US are leveraging big data technologies to gain a competitive edge over their competitors. Financial services companies in the US have been modifying their structure to make use of big data more effectively. Big data services help firms to achieve real-time marketing and integration of e-commerce platforms with payment processing and facilitate the small loans and microloans market in the US. Thus, the increased adoption of big data is expected to elevate the demand for financial services, which, in turn, will drive the growth of the market in North America during the forecast period.

Covid Recovery

This report forecasts the contribution of all the segments to the growth of the market. In addition, we have included the COVID-19 impact and the recovery strategies for each segment. COVID-19 led to an upsurge in the demand for North America. In addition, healthcare facilities and regulatory authorities used data analytics tools to control the spread of COVID-19 by mapping and tracking the number of COVID-19 cases. The near real-time COVID-19 trackers that continuously pull data from sources around North America helped healthcare workers, scientists, epidemiologists, and policymakers to aggregate and synthesize incident data, leveraging the growth of the market in North America. Furthermore, the lifting of lockdowns and the initiation of large-scale vaccination drives across North America, as well as increased funding for the creation of data facilities and 5G network expansions, aided the growth of the regional market in 2021. Furthermore, the adoption of big data services by reopened retailers and the manufacturing industry following the lifting of lockdowns is one of the compelling reasons resulting in the growth of the market in North America. Therefore, the regional big data as a service market is expected to grow during the forecast period.

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. 

  • Component Outlook (USD Billion, 2017 - 2027)
    • Solution
    • Services
  • End-user Outlook (USD Billion, 2017 - 2027)
    • BFSI
    • Telecom
    • Retail
    • Others
  • Region Outlook (USD Billion, 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

Big Data Services Market Scope

Report Coverage

Details

Page number

175

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 35.68%

Market growth 2023-2027

USD 153.75 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

34.23

Regional analysis

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

Performing market contribution

North America at 36%

Key countries

US, Canada, China, Japan, and Germany

Competitive landscape

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

Key companies profiled

Accenture Plc, Alphabet Inc., Alteryx Inc., Amazon.com Inc., Cloudera Inc., Datameer Inc., Dell Technologies Inc., Deloitte Touche Tohmatsu Ltd., Enthought Inc., Hewlett Packard Enterprise Co., Hitachi Vantara LLC, International Business Machines Corp., IRI, Microsoft Corp., Oracle Corp., PricewaterhouseCoopers LLP, Qubole Inc., Salesforce.com Inc., SAP SE, SAS Institute Inc., and Teradata Corp.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for the 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 Big Data Services Market Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the big data as a service market between 2023 and 2027
  • Precise estimation of the size of the big data services market size and its contribution to the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Growth of the market industry across North America, Europe, APAC, South America, and the Middle East and Africa
  • A thorough analysis of the market’s competitive landscape and detailed information about vendors
  • Comprehensive analysis of factors that will challenge the growth of big data services 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 Component
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
    • 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 ($ billion)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ billion)
      • 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 big data services market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on Global big data services market 2017 - 2021 ($ billion)
    • 4.2 Component Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Component Segment 2017 - 2021 ($ billion)
    • 4.3 End-user Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – End-user Segment 2017 - 2021 ($ billion)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ billion)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ billion)

    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 Component

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

    7 Market Segmentation by End-user

    • 7.1 Market segments
      • Exhibit 43: Chart on End-user - Market share 2022-2027 (%)
      • Exhibit 44: Data Table on End-user - Market share 2022-2027 (%)
    • 7.2 Comparison by End-user
      • Exhibit 45: Chart on Comparison by End-user
      • Exhibit 46: Data Table on Comparison by End-user
    • 7.3 BFSI - Market size and forecast 2022-2027
      • Exhibit 47: Chart on BFSI - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 48: Data Table on BFSI - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 49: Chart on BFSI - Year-over-year growth 2022-2027 (%)
      • Exhibit 50: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
    • 7.4 Telecom - Market size and forecast 2022-2027
      • Exhibit 51: Chart on Telecom - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 52: Data Table on Telecom - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 53: Chart on Telecom - Year-over-year growth 2022-2027 (%)
      • Exhibit 54: Data Table on Telecom - Year-over-year growth 2022-2027 (%)
    • 7.5 Retail - Market size and forecast 2022-2027
      • Exhibit 55: Chart on Retail - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 56: Data Table on Retail - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 57: Chart on Retail - Year-over-year growth 2022-2027 (%)
      • Exhibit 58: Data Table on Retail - Year-over-year growth 2022-2027 (%)
    • 7.6 Others - Market size and forecast 2022-2027
      • Exhibit 59: Chart on Others - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 60: Data Table on Others - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 61: Chart on Others - Year-over-year growth 2022-2027 (%)
      • Exhibit 62: Data Table on Others - Year-over-year growth 2022-2027 (%)
    • 7.7 Market opportunity by End-user
      • Exhibit 63: Market opportunity by End-user ($ billion)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 64: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 65: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 66: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 67: Chart on Geographic comparison
      • Exhibit 68: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 69: Chart on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 70: Data Table on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 71: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 72: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 73: Chart on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 74: Data Table on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 75: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 76: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 77: Chart on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 78: Data Table on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 79: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 80: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 81: Chart on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 82: Data Table on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 83: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 84: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 85: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 86: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 87: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 88: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 89: Chart on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 90: Data Table on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 91: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 92: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 93: Chart on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 94: Data Table on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 95: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 96: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 Germany - Market size and forecast 2022-2027
      • Exhibit 97: Chart on Germany - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 98: Data Table on Germany - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 99: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 100: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.11 Canada - Market size and forecast 2022-2027
      • Exhibit 101: Chart on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 102: Data Table on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 103: Chart on Canada - Year-over-year growth 2022-2027 (%)
      • Exhibit 104: Data Table on Canada - Year-over-year growth 2022-2027 (%)
    • 9.12 Japan - Market size and forecast 2022-2027
      • Exhibit 105: Chart on Japan - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 106: Data Table on Japan - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 107: Chart on Japan - Year-over-year growth 2022-2027 (%)
      • Exhibit 108: Data Table on Japan - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 109: Market opportunity by geography ($ billion)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 110: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 111: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 112: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 113: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 114: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 115: Matrix on vendor position and classification
            • 12.3 Accenture Plc
              • Exhibit 116: Accenture Plc - Overview
              • Exhibit 117: Accenture Plc - Business segments
              • Exhibit 118: Accenture Plc - Key news
              • Exhibit 119: Accenture Plc - Key offerings
              • Exhibit 120: Accenture Plc - Segment focus
            • 12.4 Alphabet Inc.
              • Exhibit 121: Alphabet Inc. - Overview
              • Exhibit 122: Alphabet Inc. - Business segments
              • Exhibit 123: Alphabet Inc. - Key news
              • Exhibit 124: Alphabet Inc. - Key offerings
              • Exhibit 125: Alphabet Inc. - Segment focus
            • 12.5 Alteryx Inc.
              • Exhibit 126: Alteryx Inc. - Overview
              • Exhibit 127: Alteryx Inc. - Product / Service
              • Exhibit 128: Alteryx Inc. - Key news
              • Exhibit 129: Alteryx Inc. - Key offerings
            • 12.6 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
            • 12.7 Cloudera Inc.
              • Exhibit 135: Cloudera Inc. - Overview
              • Exhibit 136: Cloudera Inc. - Business segments
              • Exhibit 137: Cloudera Inc. - Key offerings
              • Exhibit 138: Cloudera Inc. - Segment focus
            • 12.8 Dell Technologies Inc.
              • Exhibit 139: Dell Technologies Inc. - Overview
              • Exhibit 140: Dell Technologies Inc. - Business segments
              • Exhibit 141: Dell Technologies Inc. - Key news
              • Exhibit 142: Dell Technologies Inc. - Key offerings
              • Exhibit 143: Dell Technologies Inc. - Segment focus
            • 12.9 Hewlett Packard Enterprise Co.
              • Exhibit 144: Hewlett Packard Enterprise Co. - Overview
              • Exhibit 145: Hewlett Packard Enterprise Co. - Business segments
              • Exhibit 146: Hewlett Packard Enterprise Co. - Key news
              • Exhibit 147: Hewlett Packard Enterprise Co. - Key offerings
              • Exhibit 148: Hewlett Packard Enterprise Co. - Segment focus
            • 12.10 International Business Machines Corp.
              • Exhibit 149: International Business Machines Corp. - Overview
              • Exhibit 150: International Business Machines Corp. - Business segments
              • Exhibit 151: International Business Machines Corp. - Key news
              • Exhibit 152: International Business Machines Corp. - Key offerings
              • Exhibit 153: International Business Machines Corp. - Segment focus
            • 12.11 Microsoft Corp.
              • Exhibit 154: Microsoft Corp. - Overview
              • Exhibit 155: Microsoft Corp. - Business segments
              • Exhibit 156: Microsoft Corp. - Key news
              • Exhibit 157: Microsoft Corp. - Key offerings
              • Exhibit 158: Microsoft Corp. - Segment focus
            • 12.12 Oracle Corp.
              • Exhibit 159: Oracle Corp. - Overview
              • Exhibit 160: Oracle Corp. - Business segments
              • Exhibit 161: Oracle Corp. - Key news
              • Exhibit 162: Oracle Corp. - Key offerings
              • Exhibit 163: Oracle Corp. - Segment focus
            • 12.13 Qubole Inc.
              • Exhibit 164: Qubole Inc. - Overview
              • Exhibit 165: Qubole Inc. - Product / Service
              • Exhibit 166: Qubole Inc. - Key offerings
            • 12.14 Salesforce.com Inc.
              • Exhibit 167: Salesforce.com Inc. - Overview
              • Exhibit 168: Salesforce.com Inc. - Product / Service
              • Exhibit 169: Salesforce.com Inc. - Key news
              • Exhibit 170: Salesforce.com Inc. - Key offerings
            • 12.15 SAP SE
              • Exhibit 171: SAP SE - Overview
              • Exhibit 172: SAP SE - Business segments
              • Exhibit 173: SAP SE - Key news
              • Exhibit 174: SAP SE - Key offerings
              • Exhibit 175: SAP SE - Segment focus
            • 12.16 SAS Institute Inc.
              • Exhibit 176: SAS Institute Inc. - Overview
              • Exhibit 177: SAS Institute Inc. - Product / Service
              • Exhibit 178: SAS Institute Inc. - Key news
              • Exhibit 179: SAS Institute Inc. - Key offerings
            • 12.17 Teradata Corp.
              • Exhibit 180: Teradata Corp. - Overview
              • Exhibit 181: Teradata Corp. - Business segments
              • Exhibit 182: Teradata Corp. - Key offerings
              • Exhibit 183: Teradata Corp. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 184: Inclusions checklist
                • Exhibit 185: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 186: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 187: Research methodology
                • Exhibit 188: Validation techniques employed for market sizing
                • Exhibit 189: Information sources
              • 13.5 List of abbreviations
                • Exhibit 190: 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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              • Detailed vendors report with competitive landscape
              • Covid-19 impact and recovery analysis
              • Data on revenue-generating market segments
              • Details on the market shares of various regions
              • Five-force market analysis