Internet of Things (IoT) Data Management Market - North America, Europe, EMEA, APAC : US, Canada, China, Germany, UK - Forecast 2023-2027

Published: Apr 2023 Pages: 171 SKU: IRTNTR71874

Internet of Things (IoT) Data Management Market – Industry Trends and Forecast 2023

The Internet of Things (IoT) data management market size is estimated to grow at a CAGR of 14.1% between 2022 and 2027. The market size is forecast to increase by USD 69.28 billion. The growth of the market depends on several factors, including growth in industrial automation, large-scale benefits of using IoT devices, and growing demand for smart homes. 

This Internet of Things (IoT) data management market report extensively covers market segmentation by component (solutions and services), deployment (private/hybrid and public), 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 IoT Data Management Market During the Forecast Period?

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IoT Data Management Market: Key Drivers, Trends, Challenges, and Customer Landscape

The growing demand for smart homes is notably driving the market growth, although factors such as low awareness of efficient management of IoT initiatives and investments may impede the market growth. Our researchers analyzed the data with 2022 as the base year and the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

Key IoT Data Management Market Driver

The growing demand for smart homes is notably driving market growth. The idea of a smart home is rapidly gaining traction as consumers seek to increase domestic convenience with the help of technology. This is an evolutionary development in the residential real estate market with the main goal of improving the standard of living by making it more cozy, safe, practical, enjoyable, and sustainable. The average household can connect appliances like heating units, lighting systems, air conditioning units, computers, television sets, entertainment systems, security devices, and camera systems with the help of smart home technologies that use high-tech sensors at a reasonable cost. With the help of a smartphone or tablet, the homeowner can manage these appliances. Additionally, home appliances employ artificial intelligence to precisely predict customer preferences based on past purchases.

The rise in working couples with dual incomes in urban areas around the world is responsible for the rise in demand for smart homes. The financial ability to own a smart home increases when both spouses are employed. The smart home market is primarily prominent in North America and Europe, though it is also gaining traction in APAC's emerging economies (India, China, and Singapore). Furthermore, governments from various regions are also creating urban infrastructure that combines various information and technological solutions.  Thus, such factors will positively impact the growth of the Internet of Things data management market in focus during the forecast period.

Significant IoT Data Management Market Trends

The growing importance of data-driven business outcomes in the industrial sector is an emerging trend in market growth. The introduction of cutting-edge technologies like sensors, RFID, scanners, and digital gauges has caused a massive amount of data to be generated. The amount of data generated keeps growing as more and more industrial IoT devices are connected. Industry managers can use the data produced by these devices to increase productivity by ensuring resource optimization and decreasing downtime. Real-time data analytics has increased the likelihood of using the collected data in new ways.

In order to increase efficiency and throughput, many providers of IoT data management services and solutions are currently planning to launch data-driven goods, services, and solutions for industrial end users. The need for IoT data collection and device management platforms has increased as the importance of data-driven business outcomes in various industries grows. IoT data management platforms' primary duties are data collection and analysis. In the upcoming years, there will be a greater need for IoT data management services and solutions globally due to the growing reliance of industries on the data produced by various processes. Hence, such factors will contribute to the growth of the Internet of Things data management market during the forecast period.

Major IoT Data Management Market Challenge

The low awareness of efficient management of IoT initiatives and investments is a major challenge impeding market growth. Although the use of loT data management solutions and services is expanding, businesses still have a difficult time managing, securing, and maximizing their investments in IoT. The first task that industries take on is the implementation of IoT in industrial facilities. The next step is to provide workers with training on using the IoT platform so they can become more proficient and quick at adjusting to the IoT. IoT capabilities can only be fully utilized with the right training and understanding of IoT systems. Also, employee training on IoT systems necessitates the presence of qualified professionals as well as greater end-user investment.

The majority of end-user industries are reluctant to adopt IoT systems because they lack the skilled workforce needed to handle the associated technicalities. End users are also aware that investing heavily in employee training is necessary. These factors make it difficult for industries to adopt IoT and IoT data collection and device management platforms, which will restrain the expansion of the global Internet of Things data management market during the forecast period.

Key IoT Data Management 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 IoT Data Management Market Customer Landscape

Who are the Major IoT Data Management 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 market.

InfluxData Inc. - The company offers IoT solutions, cloud, security, and data analytics solutions. The key offerings of the company include IoT Data Management called Data management for Industrial IoT or IIoT. 

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

  • Alphabet Inc.
  • Avnet Inc.
  • Cisco Systems Inc.
  • Dell Technologies Inc.
  • EUROTECH Spa
  • Fujitsu Ltd.
  • Hewlett Packard Enterprise Co.
  • International Business Machines Corp.
  • LogFuze Inc.
  • Oracle Corp.
  • PTC Inc.
  • Robert Bosch GmbH
  • Salesforce.com Inc.
  • SAP SE
  • SAS Institute 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 IoT Data Management Market?

The market share growth by the solutions segment will be significant during the forecast period. In terms of market size, the solutions segment, which includes software and hardware solutions, dominated the global market in 2022. This was largely because of growing globalization and the expansion of the geographic reach of IT and retail companies, which results in the production of a lot of data.

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The solutions segment was valued at USD 30.61 billion in 2017 and continued to grow until 2021In order to conduct data collection and analysis and produce actionable insights into business operations, vendors in the global market offer software solutions to organizations in a variety of end-user industries. This software combines data that has been gathered through the use of various technologies from numerous real-time input sources and enriches it so that it can be examined in order to produce insightful conclusions. The software IoT data management segment's growth momentum is accelerating rapidly. The main forces behind this enormous growth are the emergence of SMEs, innovations in data collection technologies, and the inherent cost-effectiveness, flexibility, and integration of software IoT data management solutions in existing systems of organizations. Furthermore, a variety of hardware components, such as sensors and industrial robots, are used to build a system of interconnected devices that provide real-time analytics data. Real-time data collected from numerous devices and sensors are made available by these hardware devices, which are then used to inform decision-making. Smart meters, industrial robots, sensors, and radio-frequency identification (RFID) are a few examples of IoT hardware. Sensors are used most frequently in IoT data management because they are the most important hardware components used alongside machines in a variety of industry verticals. Moreover, in order to improve the ability of industrial machinery to be integrated with IoT, sensors are also gaining popularity. Hence, owing to the steady growth of the segment, the Internet of Things data management market is expected to witness growth during the forecast period.

Which are the Key Regions for the IoT Data Management Market?

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North America is estimated to contribute 39% 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.

For loT data management, North America has always been a lucrative market. As a result of the region's early adoption of cutting-edge technologies in the manufacturing, retail, and BFSI sectors, there is a higher demand for loT data management. The market in the region is also expanding due to the substantial presence and penetration of leading vendors like Microsoft Corp. and Oracle Corp. Moreover, North America is home to some of the most developed economies in the world, which raises the demand for loT data management services like infrastructure, outsourcing, data processing, and Internet services. Additionally, the region is developing new IoT data management due to the integration of cloud-based services, automation tools, and AI with operational and supply chain processes.

The industrial, automotive, and healthcare sectors' explosive growth in addition to their adoption of IoT data management to improve operational efficiency and gain competitive advantages are important factors driving the market in North America. IoT in the manufacturing sector, for instance, offers a range of software and services, such as IoT data management, that allows manufacturing businesses to offer IoT-based solutions like predictive maintenance, supply chain management, and quality management. Thus, the growing deployment of IoT in the region will drive the regional market during the forecast period. 

In 2020, the outbreak of COVID-19 had a significant impact on the regional Internet of Things data management market. Major corporations and business organizations in the area were forced to switch to remote working models as a result of the outbreak. Hence, during the pandemic, businesses began implementing digital and other business management solutions to streamline operations. Therefore, the need for loT data management increased in 2020. Additionally, the growth of remote work increased the frequency of cyberattacks. As a result, vendors of loT data management solutions saw opportunities as malicious attacks increased, which in turn fueled the regional market growth. Furthermore, the major players in the regional market are also growing their operations owing to the increasing demand for such solutions. Hence, such factors drive the growth of the regional Internet of Things data management market substantially during the forecast period.

Segment Overview

The Internet of Things (IoT) data management market 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)
    • Solutions
    • Services
  • Deployment Outlook (USD Billion, 2017 - 2027)
    • Private/Hybrid
    • Public
  • Region Outlook (USD Billion, 2017 - 2027)
    • North America
      • The U.S.
      • Canada
    • Europe
      • U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa
    • South America
      • Chile
      • Brazil
      • Argentina

Parent Market Analysis

Technavio categorizes the global Internet of Things (IoT) data management market as a part of the global application software market within the global IT software market. The global IT software market covers companies that are engaged in developing and producing application and system software. It also includes companies offering database management software.  Our market research report has extensively covered external factors influencing the parent market growth during the forecast period.

IoT Data Management Market Scope

Report Coverage

Details

Page number

171

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 14.1%

Market growth 2023-2027

USD 69.28 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

13.19

Regional analysis

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

Performing market contribution

North America at 39%

Key countries

US, Canada, China, UK, and Germany

Competitive landscape

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

Key companies profiled

Alphabet Inc., Avnet Inc., Cisco Systems Inc., Dell Technologies Inc., EUROTECH Spa, Fujitsu Ltd., Hewlett Packard Enterprise Co., InfluxData Inc., International Business Machines Corp., LogFuze Inc., Oracle Corp., PTC Inc., Robert Bosch GmbH, Salesforce.com Inc., SAP SE, SAS Institute Inc., Siemens AG, Singapore Telecommunications Ltd., Teradata Corp., and Striim International Inc.

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, 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 IoT Data Management Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the Internet of Things (IoT) data management market between 2023 and 2027
  • Precise estimation of the size of the Internet of Things (IoT) data management market size and its contribution to the market in focus on 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 Middle East and Africa
  • Thorough analysis of the market’s competitive landscape and detailed information about vendors
  • Comprehensive analysis of factors that will challenge the growth of Internet of Things (IoT) data management 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 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 ($ 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 IoT data management market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on Global IoT data management market 2017 - 2021 ($ billion)
    • 4.2 Component Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Component Segment 2017 - 2021 ($ billion)
    • 4.3 Deployment Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Deployment 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 Solutions - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Solutions - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 35: Data Table on Solutions - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 36: Chart on Solutions - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Solutions - 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)
      • Exhibit 43: Data Table on Market opportunity by Component ($ billion)

    7 Market Segmentation by Deployment

    • 7.1 Market segments
      • Exhibit 44: Chart on Deployment - Market share 2022-2027 (%)
      • Exhibit 45: Data Table on Deployment - Market share 2022-2027 (%)
    • 7.2 Comparison by Deployment
      • Exhibit 46: Chart on Comparison by Deployment
      • Exhibit 47: Data Table on Comparison by Deployment
    • 7.3 Private/hybrid - Market size and forecast 2022-2027
      • Exhibit 48: Chart on Private/hybrid - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 49: Data Table on Private/hybrid - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 50: Chart on Private/hybrid - Year-over-year growth 2022-2027 (%)
      • Exhibit 51: Data Table on Private/hybrid - Year-over-year growth 2022-2027 (%)
    • 7.4 Public - Market size and forecast 2022-2027
      • Exhibit 52: Chart on Public - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 53: Data Table on Public - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 54: Chart on Public - Year-over-year growth 2022-2027 (%)
      • Exhibit 55: Data Table on Public - Year-over-year growth 2022-2027 (%)
    • 7.5 Market opportunity by Deployment
      • Exhibit 56: Market opportunity by Deployment ($ billion)
      • Exhibit 57: Data Table on Market opportunity by Deployment ($ billion)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 59: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 60: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 61: Chart on Geographic comparison
      • Exhibit 62: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 63: Chart on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 64: Data Table on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 65: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 66: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 67: Chart on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 68: Data Table on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 69: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 71: Chart on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 72: Data Table on APAC - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 73: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 75: Chart on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 76: Data Table on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 77: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 83: Chart on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 84: Data Table on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 85: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 87: Chart on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 88: Data Table on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 89: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 UK - Market size and forecast 2022-2027
      • Exhibit 91: Chart on UK - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 92: Data Table on UK - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 93: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.11 Canada - Market size and forecast 2022-2027
      • Exhibit 95: Chart on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 96: Data Table on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 97: Chart on Canada - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on Canada - Year-over-year growth 2022-2027 (%)
    • 9.12 Germany - Market size and forecast 2022-2027
      • Exhibit 99: Chart on Germany - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 100: Data Table on Germany - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 101: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 103: Market opportunity by geography ($ billion)
      • Exhibit 104: Data Tables on 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 105: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 106: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 107: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 108: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 109: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 110: Matrix on vendor position and classification
            • 12.3 Alphabet Inc.
              • Exhibit 111: Alphabet Inc. - Overview
              • Exhibit 112: Alphabet Inc. - Business segments
              • Exhibit 113: Alphabet Inc. - Key news
              • Exhibit 114: Alphabet Inc. - Key offerings
              • Exhibit 115: Alphabet Inc. - Segment focus
            • 12.4 Cisco Systems Inc.
              • Exhibit 116: Cisco Systems Inc. - Overview
              • Exhibit 117: Cisco Systems Inc. - Business segments
              • Exhibit 118: Cisco Systems Inc. - Key news
              • Exhibit 119: Cisco Systems Inc. - Key offerings
              • Exhibit 120: Cisco Systems Inc. - Segment focus
            • 12.5 Dell Technologies Inc.
              • Exhibit 121: Dell Technologies Inc. - Overview
              • Exhibit 122: Dell Technologies Inc. - Business segments
              • Exhibit 123: Dell Technologies Inc. - Key offerings
              • Exhibit 124: Dell Technologies Inc. - Segment focus
            • 12.6 Fujitsu Ltd.
              • Exhibit 125: Fujitsu Ltd. - Overview
              • Exhibit 126: Fujitsu Ltd. - Business segments
              • Exhibit 127: Fujitsu Ltd. - Key news
              • Exhibit 128: Fujitsu Ltd. - Key offerings
              • Exhibit 129: Fujitsu Ltd. - Segment focus
            • 12.7 Hewlett Packard Enterprise Co.
              • Exhibit 130: Hewlett Packard Enterprise Co. - Overview
              • Exhibit 131: Hewlett Packard Enterprise Co. - Business segments
              • Exhibit 132: Hewlett Packard Enterprise Co. - Key news
              • Exhibit 133: Hewlett Packard Enterprise Co. - Key offerings
              • Exhibit 134: Hewlett Packard Enterprise Co. - Segment focus
            • 12.8 InfluxData Inc.
              • Exhibit 135: InfluxData Inc. - Overview
              • Exhibit 136: InfluxData Inc. - Product / Service
              • Exhibit 137: InfluxData Inc. - Key offerings
            • 12.9 International Business Machines Corp.
              • Exhibit 138: International Business Machines Corp. - Overview
              • Exhibit 139: International Business Machines Corp. - Business segments
              • Exhibit 140: International Business Machines Corp. - Key news
              • Exhibit 141: International Business Machines Corp. - Key offerings
              • Exhibit 142: International Business Machines Corp. - Segment focus
            • 12.10 Oracle Corp.
              • Exhibit 143: Oracle Corp. - Overview
              • Exhibit 144: Oracle Corp. - Business segments
              • Exhibit 145: Oracle Corp. - Key news
              • Exhibit 146: Oracle Corp. - Key offerings
              • Exhibit 147: Oracle Corp. - Segment focus
            • 12.11 PTC Inc.
              • Exhibit 148: PTC Inc. - Overview
              • Exhibit 149: PTC Inc. - Business segments
              • Exhibit 150: PTC Inc. - Key offerings
              • Exhibit 151: PTC Inc. - Segment focus
            • 12.12 Robert Bosch GmbH
              • Exhibit 152: Robert Bosch GmbH - Overview
              • Exhibit 153: Robert Bosch GmbH - Business segments
              • Exhibit 154: Robert Bosch GmbH - Key news
              • Exhibit 155: Robert Bosch GmbH - Key offerings
              • Exhibit 156: Robert Bosch GmbH - Segment focus
            • 12.13 Salesforce.com Inc.
              • Exhibit 157: Salesforce.com Inc. - Overview
              • Exhibit 158: Salesforce.com Inc. - Product / Service
              • Exhibit 159: Salesforce.com Inc. - Key news
              • Exhibit 160: Salesforce.com Inc. - Key offerings
            • 12.14 SAP SE
              • Exhibit 161: SAP SE - Overview
              • Exhibit 162: SAP SE - Business segments
              • Exhibit 163: SAP SE - Key news
              • Exhibit 164: SAP SE - Key offerings
              • Exhibit 165: SAP SE - Segment focus
            • 12.15 SAS Institute Inc.
              • Exhibit 166: SAS Institute Inc. - Overview
              • Exhibit 167: SAS Institute Inc. - Product / Service
              • Exhibit 168: SAS Institute Inc. - Key news
              • Exhibit 169: SAS Institute Inc. - Key offerings
            • 12.16 Singapore Telecommunications Ltd.
              • Exhibit 170: Singapore Telecommunications Ltd. - Overview
              • Exhibit 171: Singapore Telecommunications Ltd. - Business segments
              • Exhibit 172: Singapore Telecommunications Ltd. - Key offerings
              • Exhibit 173: Singapore Telecommunications Ltd. - Segment focus
            • 12.17 Teradata Corp.
              • Exhibit 174: Teradata Corp. - Overview
              • Exhibit 175: Teradata Corp. - Business segments
              • Exhibit 176: Teradata Corp. - Key offerings
              • Exhibit 177: Teradata Corp. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 178: Inclusions checklist
                • Exhibit 179: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 180: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 181: Research methodology
                • Exhibit 182: Validation techniques employed for market sizing
                • Exhibit 183: Information sources
              • 13.5 List of abbreviations
                • Exhibit 184: 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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