Big Data in Manufacturing Market Analysis North America, APAC, Europe, South America, Middle East and Africa - US, Canada, China, UK, Germany - Size and Forecast 2023-2027

Published: Oct 2023 Pages: 170 SKU: IRTNTR76398

Big Data in Manufacturing Industry 2023-2027:

The Big Data in Manufacturing Industry size is estimated to grow at a CAGR of 20.63% between 2022 and 2027. The market size is forecast to increase by USD 10.53 billion. The growth of the market depends on several factors, including the rising adoption of Industry 4.0, the increasing data generation, and the emergence of advanced analytics and AI. Big data refers to extremely large and complex sets of data that cannot be easily managed, processed, or analyzed with traditional data processing tools or methods.

This big data market in the manufacturing sector report extensively covers market segmentation by type (services and solutions), deployment (on-premises, cloud-based, and hybrid), and geography (North America, APAC, Europe, 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 Market In The Manufacturing Sector During the Forecast Period?

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Big Data Market in the Manufacturing Sector Overview

Driver

One of the key factors driving the big data market in the manufacturing sector growth is the rising adoption of Industry 4.0. Some of the main Industry 4.0  initiatives include the deployment of IoT sensors, connected machines, and smart devices across the manufacturing environment. As a result, it leads to the generation of a huge volume of real-time data, which forms the foundation for big data analytics. The main advantage of Industry 4.0 is that it enables the real-time monitoring of manufacturing processes, equipment performance, and product quality.

Moreover, there is an increasing adoption of big data analytics in order to process this data and offer instant insights for decision-making. Predictive maintenance is one of the key elements of Industry 4.0, where equipment failures are predicted by leveraging data analytics and machine learning, and maintenance is proactively scheduled. Hence, such factors are positively impacting the big data in the manufacturing industry. Therefore, it is expected to drive the market growth during the forecast period.

Trends

A key factor shaping the big data market in the manufacturing sector growth is the emergence of AI and machine learning (ML). There is an increasing adoption of AI and ML algorithms to analyze historical equipment data and predict when there is a high chance of failure of machines.  The main advantage of this predictive maintenance is that it enables manufacturers to minimize downtime, lower maintenance costs, and extend equipment lifespan.

Moreover, there is a growing adoption of AI-powered image recognition and ML algorithms to recognize defects and anomalies in real time during the manufacturing process. As a result, it helps to improve product quality and minimize waste. Hence, such factors are positively impacting big data in the manufacturing industry. Therefore, it is expected to drive the market growth during the forecast period.

Restrain

The complexity of big data analytics is one of the key challenges hindering the big data market in the manufacturing sector growth. Big data analytics comprises the processing, analysis, and interpretation of vast and diverse datasets to extract valuable insights. Several manufacturers collect data from various sources such as sensors, machinery, production lines, supply chain systems, and external sources. 

However, the integration and consolidation of these data from various sources can be complex. Furthermore, it is essential to have advanced infrastructure and processing capabilities in order to handle these data. Furthermore, inaccurate or incomplete data can result in incorrect conclusions and decisions. Hence, such factors are negatively impacting the big data in the manufacturing industry. Therefore, it is expected to hinder the market growth during the forecast period.

Big Data Market in the Manufacturing Sector Segmentation By Type

The services segment is estimated to witness significant growth during the forecast period. There is a significant generation of data in the manufacturing sector from various sources including sensors, machines, production lines, and supply chain operations. This availability of data forms the basis of analytics and insights.  The main advantage of big data analytics is that it allows manufacturers to identify cost-saving opportunities, optimize resource allocation, and minimize operational inefficiencies, resulting in improved profitability. 

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The services segment was the largest segment and was valued at USD 2.17 billion in 2017. In addition, there is an increasing adoption of big data analytics by several manufacturers to predict equipment failures and maintenance needs, reducing downtime and minimizing costly unplanned repairs.  Furthermore, the main advantage of using big data analytics is that it enables manufacturers to monitor and control product quality in real-time, minimizing defects, scrap, and rework, which can lead to substantial savings. Factors such as the increasing consumer expectations for product quality, customization, and delivery speed are fuelling the adoption of big data services by manufacturers in order to meet these demands efficiently. Hence, such factors are expected to fuel the growth of this segment which, in turn, will drive the market growth during the forecast period.

Big Data Market in the Manufacturing Sector Segmentation By Deployment

The increasing need for data security will fuel the on-premise segment which will increase the market growth during the forecast period. Some of the main factors that are fuelling the adoption of big data solutions by manufacturers include increasing consumer expectations for product quality, customization, and delivery speed. The main advantage of the on-premise segment is that it provides greater control over data security and compliance with industry regulations, addressing data breaches and privacy concerns. Additionally, the main factor that fuels the adoption of this segment is that it enables manufacturers with direct control over their big data infrastructure, allowing customization, and fine-tuning to align with specific production processes and business requirements. Hence, such factors are expected to fuel the growth of this segment which in turn will drive the market growth during the forecast period.

Regional Overview

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North America is estimated to contribute 45% 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.  One of the main factors that are significantly contributing to the growth of the big data market in the manufacturing sector in North America is that the region is a significant hub for manufacturing innovation and technology adoption. Several manufacturers in North America are encouraging digital transformation to remain competitive. Additionally,  big data analytics play a crucial role in the modernization of operations, optimizing supply chains, and enhancing overall efficiency.

Furthermore, there is a significant generation of data by several manufacturing processes in North America from various sources including  IoT sensors, machinery, production lines, and other sources. As a result, there is an increasing adoption of big data analytics by several manufacturers in order to optimize their supply chains by gaining visibility into inventory, demand forecasts, supplier performance, and logistics, resulting in cost savings and improved efficiency. Hence, such factors are driving the market growth in this region during the forecast period.

In 2020, during the COVID-19 pandemic, the growth of the global big data market in manufacturing witnessed a significant slowdown due to the temporary suspension of manufacturing facilities in North America. However, in 2021, the initiation of large-scale vaccination drives lifted the lockdown and travel restrictions, which led to the restoration of operations in manufacturing units. Such factors are expected to drive the market during the forecast period.

Big Data Market In The Manufacturing Sector Customer Landscape

The big data market in the manufacturing sector 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.

Big Data Market in the Manufacturing Sector Customer Landscape

Who are the Major Big Data Market in Manufacturing Sector 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 market.

ABB Ltd: The company offers big data solutions which is focused mostly on internal structured data and processed occurring cycles in the manufacturing sector.

Cisco Systems Inc: The company offers Cisco big data and analytics solutions that uniquely integrate server, network, and storage resources in the manufacturing sector.

Dell Technologies Inc: The company offers big data services such as Dell EMC Ready solutions for big data in manufacturing sector.

The research report also includes detailed analyses of the competitive landscape of the market and information about 20 market companies, including:

  • Alteryx Inc.
  • Cloudera Inc.
  • Emerson Electric Co.
  • Fujitsu Ltd.
  • Hewlett Packard Enterprise Co.
  • Hitachi Ltd.
  • International Business Machines Corp.
  • Oracle Corp.
  • PTC Inc.
  • Rockwell Automation Inc.
  • Salesforce Inc.
  • SAP SE
  • SAS Institute Inc.
  • Siemens AG
  • Splunk Inc.
  • Teradata Corp.
  • Zensar Technologies Inc.

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

Segment Overview

The big data market in the manufacturing sector 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. 

  • Type Outlook (USD billion, 2017 - 2027)
    • Services
    • Solutions
  • Deployment Outlook (USD billion, 2017 - 2027)
    • On-premises
    • Cloud-based
    • Hybrid
  • Geography Outlook (USD billion, 2017 - 2027)
    • North America
      • The U.S.
      • Canada
    • Europe
      • 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 Market In The Manufacturing Sector Scope

Report Coverage

Details

Page number

170

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 20.63%

Market growth 2023-2027

USD 10.53 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

18.34

Regional analysis

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

Performing market contribution

North America at 45%

Key countries

US, Canada, China, UK, and Germany

Competitive landscape

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

Key companies profiled

ABB Ltd., Alteryx Inc., Cisco Systems Inc., Cloudera Inc., Dell Technologies Inc., Emerson Electric Co., Fujitsu Ltd., Hewlett Packard Enterprise Co., Hitachi Ltd., International Business Machines Corp., Oracle Corp., PTC Inc., Rockwell Automation Inc., Salesforce Inc., SAP SE, SAS Institute Inc., Siemens AG, Splunk Inc., Teradata Corp., and Zensar Technologies 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, and Market condition analysis for the forecast period.

Customization purview

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What are the Key Data Covered in this Big Data Market In The Manufacturing Sector Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the market between 2023 and 2027
  • Precise estimation of the 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 across North America, APAC, Europe, South America, and the Middle East and Africa
  • A thorough analysis of the market’s competitive landscape and detailed information about companies
  • Comprehensive analysis of factors that will challenge the growth of market companies

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by 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 ($ 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 market in manufacturing sector 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on global big data market in manufacturing sector 2017 - 2021 ($ billion)
    • 4.2 Type Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Type 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 Type

    • 6.1 Market segments
      • Exhibit 30: Chart on Type - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Type - Market share 2022-2027 (%)
    • 6.2 Comparison by Type
      • Exhibit 32: Chart on Comparison by Type
      • Exhibit 33: Data Table on Comparison by Type
    • 6.3 Services - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Services - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 35: Data Table on Services - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 36: Chart on Services - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Services - Year-over-year growth 2022-2027 (%)
    • 6.4 Solutions - Market size and forecast 2022-2027
      • Exhibit 38: Chart on Solutions - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 39: Data Table on Solutions - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 40: Chart on Solutions - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on Solutions - Year-over-year growth 2022-2027 (%)
    • 6.5 Market opportunity by Type
      • Exhibit 42: Market opportunity by Type ($ billion)
      • Exhibit 43: Data Table on Market opportunity by Type ($ 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 On-premises - Market size and forecast 2022-2027
      • Exhibit 48: Chart on On-premises - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 49: Data Table on On-premises - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 50: Chart on On-premises - Year-over-year growth 2022-2027 (%)
      • Exhibit 51: Data Table on On-premises - Year-over-year growth 2022-2027 (%)
    • 7.4 Cloud-based - Market size and forecast 2022-2027
      • Exhibit 52: Chart on Cloud-based - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 53: Data Table on Cloud-based - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 54: Chart on Cloud-based - Year-over-year growth 2022-2027 (%)
      • Exhibit 55: Data Table on Cloud-based - Year-over-year growth 2022-2027 (%)
    • 7.5 Hybrid - Market size and forecast 2022-2027
      • Exhibit 56: Chart on Hybrid - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 57: Data Table on Hybrid - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 58: Chart on Hybrid - Year-over-year growth 2022-2027 (%)
      • Exhibit 59: Data Table on Hybrid - Year-over-year growth 2022-2027 (%)
    • 7.6 Market opportunity by Deployment
      • Exhibit 60: Market opportunity by Deployment ($ billion)
      • Exhibit 61: Data Table on Market opportunity by Deployment ($ billion)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 62: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 63: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 64: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 65: Chart on Geographic comparison
      • Exhibit 66: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 67: Chart on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 68: Data Table on North America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 69: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 70: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 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 (%)
    • 9.5 Europe - Market size and forecast 2022-2027
      • Exhibit 75: Chart on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 76: Data Table on Europe - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 77: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 79: Chart on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 80: Data Table on South America - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 81: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 83: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 84: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 85: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 87: Chart on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 88: Data Table on US - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 89: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 91: Chart on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 92: Data Table on China - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 93: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 UK - Market size and forecast 2022-2027
      • Exhibit 95: Chart on UK - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 96: Data Table on UK - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 97: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.11 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 (%)
    • 9.12 Canada - Market size and forecast 2022-2027
      • Exhibit 103: Chart on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 104: Data Table on Canada - Market size and forecast 2022-2027 ($ billion)
      • Exhibit 105: Chart on Canada - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on Canada - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 107: Market opportunity by geography ($ billion)
      • Exhibit 108: 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 109: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 110: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 111: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 112: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 113: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 114: Matrix on vendor position and classification
            • 12.3 ABB Ltd.
              • Exhibit 115: ABB Ltd. - Overview
              • Exhibit 116: ABB Ltd. - Business segments
              • Exhibit 117: ABB Ltd. - Key news
              • Exhibit 118: ABB Ltd. - Key offerings
              • Exhibit 119: ABB Ltd. - Segment focus
            • 12.4 Cisco Systems Inc.
              • Exhibit 120: Cisco Systems Inc. - Overview
              • Exhibit 121: Cisco Systems Inc. - Business segments
              • Exhibit 122: Cisco Systems Inc. - Key news
              • Exhibit 123: Cisco Systems Inc. - Key offerings
              • Exhibit 124: Cisco Systems Inc. - Segment focus
            • 12.5 Dell Technologies Inc.
              • Exhibit 125: Dell Technologies Inc. - Overview
              • Exhibit 126: Dell Technologies Inc. - Business segments
              • Exhibit 127: Dell Technologies Inc. - Key news
              • Exhibit 128: Dell Technologies Inc. - Key offerings
              • Exhibit 129: Dell Technologies Inc. - Segment focus
            • 12.6 Emerson Electric Co.
              • Exhibit 130: Emerson Electric Co. - Overview
              • Exhibit 131: Emerson Electric Co. - Business segments
              • Exhibit 132: Emerson Electric Co. - Key news
              • Exhibit 133: Emerson Electric Co. - Key offerings
              • Exhibit 134: Emerson Electric Co. - Segment focus
            • 12.7 Fujitsu Ltd.
              • Exhibit 135: Fujitsu Ltd. - Overview
              • Exhibit 136: Fujitsu Ltd. - Business segments
              • Exhibit 137: Fujitsu Ltd. - Key news
              • Exhibit 138: Fujitsu Ltd. - Key offerings
              • Exhibit 139: Fujitsu Ltd. - Segment focus
            • 12.8 Hewlett Packard Enterprise Co.
              • Exhibit 140: Hewlett Packard Enterprise Co. - Overview
              • Exhibit 141: Hewlett Packard Enterprise Co. - Business segments
              • Exhibit 142: Hewlett Packard Enterprise Co. - Key news
              • Exhibit 143: Hewlett Packard Enterprise Co. - Key offerings
              • Exhibit 144: Hewlett Packard Enterprise Co. - Segment focus
            • 12.9 Hitachi Ltd.
              • Exhibit 145: Hitachi Ltd. - Overview
              • Exhibit 146: Hitachi Ltd. - Business segments
              • Exhibit 147: Hitachi Ltd. - Key news
              • Exhibit 148: Hitachi Ltd. - Key offerings
              • Exhibit 149: Hitachi Ltd. - Segment focus
            • 12.10 International Business Machines Corp.
              • Exhibit 150: International Business Machines Corp. - Overview
              • Exhibit 151: International Business Machines Corp. - Business segments
              • Exhibit 152: International Business Machines Corp. - Key news
              • Exhibit 153: International Business Machines Corp. - Key offerings
              • Exhibit 154: International Business Machines Corp. - Segment focus
            • 12.11 Oracle Corp.
              • Exhibit 155: Oracle Corp. - Overview
              • Exhibit 156: Oracle Corp. - Business segments
              • Exhibit 157: Oracle Corp. - Key news
              • Exhibit 158: Oracle Corp. - Key offerings
              • Exhibit 159: Oracle Corp. - Segment focus
            • 12.12 Rockwell Automation Inc.
              • Exhibit 160: Rockwell Automation Inc. - Overview
              • Exhibit 161: Rockwell Automation Inc. - Business segments
              • Exhibit 162: Rockwell Automation Inc. - Key news
              • Exhibit 163: Rockwell Automation Inc. - Key offerings
              • Exhibit 164: Rockwell Automation Inc. - Segment focus
            • 12.13 Salesforce Inc.
              • Exhibit 165: Salesforce Inc. - Overview
              • Exhibit 166: Salesforce Inc. - Product / Service
              • Exhibit 167: Salesforce Inc. - Key news
              • Exhibit 168: Salesforce Inc. - Key offerings
            • 12.14 SAP SE
              • Exhibit 169: SAP SE - Overview
              • Exhibit 170: SAP SE - Business segments
              • Exhibit 171: SAP SE - Key news
              • Exhibit 172: SAP SE - Key offerings
              • Exhibit 173: SAP SE - Segment focus
            • 12.15 SAS Institute Inc.
              • Exhibit 174: SAS Institute Inc. - Overview
              • Exhibit 175: SAS Institute Inc. - Product / Service
              • Exhibit 176: SAS Institute Inc. - Key news
              • Exhibit 177: SAS Institute Inc. - Key offerings
            • 12.16 Siemens AG
              • Exhibit 178: Siemens AG - Overview
              • Exhibit 179: Siemens AG - Business segments
              • Exhibit 180: Siemens AG - Key news
              • Exhibit 181: Siemens AG - Key offerings
              • Exhibit 182: Siemens AG - Segment focus
            • 12.17 Zensar Technologies Inc.
              • Exhibit 183: Zensar Technologies Inc. - Overview
              • Exhibit 184: Zensar Technologies Inc. - Business segments
              • Exhibit 185: Zensar Technologies Inc. - Key offerings
              • Exhibit 186: Zensar Technologies Inc. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 187: Inclusions checklist
                • Exhibit 188: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 189: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 190: Research methodology
                • Exhibit 191: Validation techniques employed for market sizing
                • Exhibit 192: Information sources
              • 13.5 List of abbreviations
                • Exhibit 193: 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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