The global data historian market size is expected to grow from USD 1.1 billion in 2020 to USD 1.3 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 5.0% during the forecast period. A data historian solution, also referred to as process historian or operational historian, is a software program that deals with time-series data. A time-series database stores data pieces in the order they were received. In other words, a time series database is optimal for retrieving a piece of data that changes over time. Process historians fall under the category of industrial software due to the critical role they play in the success of analysis and decision-making.
Process historians are complex pieces of software that are used to store and analyze vital processes and industrial data. They record manufacturing data over a specific amount of time from different parts of the industry for the user to analyze. Moreover, data historian solutions help integrate confidential business data obtained from a wide range of external and internal sources under a controlled, auditable environment. These solutions enable organizations to implement a uniform corporate solution for handling the internal review processes, incident reports, and audit findings. Additionally, they help the organizations come up with corrective measures to rectify the inconsistencies that occur. The report's objective is to define, describe, and forecast the data historian market size based on component, application, deployment mode, organization size, end-user, and region.
The emergence of the Industrial Internet of Things (IIoT) is expected to provide substantial growth opportunities to the data historian market during the forecast period, as IIoT enhances the operational efficiency of the pipeline network and reduces costs related to the transportation and maintenance of gas/liquid.
The oil and gas pipeline sector has been impacted due to a weak demand and low oil and gas prices as a result of COVID-19. While the worsening financial situation is resulting in a delay of upcoming pipeline projects, measures to curb the spread of pandemic have impacted operations of existing pipelines. While pipeline and piping systems remain in operation throughout the current COVID-19 pandemic, understandably some repair and maintenance scopes have been delayed. When normal operations resume, it will be even more essential to plan effectively with early engagement from the supply chain and ensure the use of the safest and most efficient tools on the market.
The services segment to grow at a higher CAGR during the forecast period
The data historian services segment has been segmented into 2 types, namely, managed services and professional services. The professional services segment has been further classified into consulting services, and support and maintenance services. These services form an integral part of the software life cycle, which mainly comprises product upgradation, maintenance, training, and consulting. In this digital economic era, enterprises are evolving and demanding new ways to improve their Return on Investment (RoI) and optimize their business. Services boost the growth of organizations and assist them in generating higher revenues. Enterprises are becoming service-oriented to streamline their operations and optimize business resources. Support, which is also a part of the post-sales services, is a major contributor to the data historian market size. Organizations have realized the importance of data historian services and also look for additional services to maintain and improve their production.
The oil and gas segment to have the largest market size during the forecast period
Oil and gas is a multi-billion dollar industry and needs regular optimization of business processes. Technologies today enable the generation and collection of vast amounts of data, which is used for gaining additional insights to decide upon better process and asset performance monitoring to accelerate revenues. Oil and gas explorations require the potential care of machinery and instruments.
Moreover, the exploration areas are usually away from the land, and it is necessary to maintain the relevant equipment. As mentioned above, the oil and gas is a multi-billion-dollar industry, even the smallest breakdown in production equipment leads to heavy losses. Hence, companies operating in this industry greatly rely on the past data to analyze any machine’s condition to avoid future breakdowns by using the predictive maintenance capabilities of the deployed data historian solution.
The environmental auditing segment to grow at a higher CAGR during the forecast period
Pollution is an unavoidable consequence of modern industrial technologies, which are impacting humans’ health and the economic well-being. Environmental auditing can be referred to as the process of analyzing the impact of industries on the environment. It has become necessary to perform environmental audits to make industries aware of the use of better and cleaner technologies. Data historian solutions help in understanding the previous use of the industrial site through the collected historical plant data, which can be further analyzed to identify the glitches and rectify them to build cleaner manufacturing environment. Moreover, these solutions can be used to identify potential cost-savings from waste minimization and other activities.
Among regions, Asia Pacific (APAC) to grow at the highest CAGR during the forecast period
APAC is expected to grow at the highest CAGR during the forecast period. The major countries in APAC are technology-driven and have major opportunities in terms of investments and revenues. These countries include Australia and New Zealand (ANZ), China, Japan, and Singapore. Rapid digitalization in these countries has resulted in the production of bulks of unstructured data. The region has shown an untapped potential in the adoption of enterprise data management solutions, as a result of which, most of the companies are entering the APAC region to enhance their market reach. Therefore, to overcome the challenges arising out of the rapidly growing volumes of high-velocity data, companies are using data historian solutions to store the data on the basis of time series. This is one of the major factors that is accelerating the growth of the data historian market in the APAC region.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the Data historian market.
- By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
- By Designation: C-Level Executives: 50%, Directors: 30%, and Others: 20%
- By Region: North America: 25%, APAC: 30%, Europe: 30%, MEA: 10%, and Latin America: 5%
The report includes the study of key players offering data historian solutions and services. It profiles major vendors in the global data historian market. The major vendors in the global data historian market are GE (US), ABB (Switzerland), Emerson (US), Siemens (Germany), AVEVA (UK), Honeywell International Inc. (US), Rockwell Automation, Inc. (US), OSIsoft (US), ICONICS, Inc. (US), IBM (US), Yokogawa (Japan), PTC, Inc. (US), Inductive Automation (US), Canary Labs (US), Open Automation Software (US), InfluxData (US), Progea (Italy), Kx Systems (US), Sorbotics. LLC (US), Savigent Software (US), Automsoft (Ireland), LiveData Utilities (US), Industrial Video & Control Co. (US), Aspen Technology (US), and COPA-DATA GmbH (Austria).
Research Coverage
The market study covers the data historian market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, application, deployment mode, organization size, end user, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall data historian market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the market's pulse and provides them with information on key market drivers, restraints, challenges, and opportunities.
Table of Contents
1 Introduction
1.1 Introduction to COVID-19
1.2 COVID-19 Health Assessment
Figure 1 COVID-19: Global Propagation
Figure 2 COVID-19 Propagation: Select Countries
1.3 COVID-19 Economic Assessment
Figure 3 Revised Gross Domestic Product Forecasts for Select G20 Countries in 2020
1.3.1 COVID-19 Economic Impact - Scenario Assessment
Figure 4 Factors Impacting Global Economy
Figure 5 Scenarios in Terms of Recovery of Global Economy
1.4 Objectives of the Study
1.5 Market Definition
1.5.1 Inclusions and Exclusions
1.6 Market Scope
1.6.1 Market Segmentation
1.6.2 Regions Covered
1.6.3 Years Considered for the Study
1.7 Currency Considered
Table 1 United States Dollar Exchange Rate, 2017-2019
1.8 Stakeholders
1.9 Summary of Changes
2 Research Methodology
2.1 Research Data
Figure 6 Data Historian Market: Research Design
2.1.1 Secondary Data
2.1.2 Primary Data
Table 2 Primary Interviews
2.1.2.1 Breakup of Primary Profiles
2.1.2.2 Key Industry Insights
2.2 Market Breakup and Data Triangulation
Figure 7 Data Triangulation
2.3 Market Size Estimation
Figure 8 Data Historian Market: Top-Down and Bottom-Up Approaches
2.3.1 Top-Down Approach
2.3.2 Bottom-Up Approach
Figure 9 Market Size Estimation Methodology ̶ Approach 1 (Supply Side): Revenue of Solutions/Services of Market
Figure 10 Market Size Estimation Methodology ̶ Approach 2 Bottom-Up (Supply Side): Collective Revenue of All Solutions/Services of Data Historian Market
Figure 11 Market Size Estimation Methodology - Approach 3 - Bottom-Up (Demand Side): Share of Data Historian Through Overall Data Historian Spending
2.4 Market Forecast
Table 3 Factor Analysis
2.5 Company Evaluation Matrix Methodology
Figure 12 Company Evaluation Matrix: Criteria Weightage
2.6 Assumptions for the Study
2.7 Limitations of the Study
3 Executive Summary
Table 4 Data Historian Market Size and Growth Rate, 2016-2019 (USD Million, Y-O-Y %)
Table 5 Market Size and Growth Rate, 2019-2025 (USD Million, Y-O-Y %)
Figure 13 Market Snapshot, by Component
Figure 14 Market Snapshot, by Application
Figure 15 Market Snapshot, by Service
Figure 16 Market Snapshot, by Professional Service
Figure 17 Market Snapshot, by Deployment Mode
Figure 18 Market Snapshot, by Organization Size
Figure 19 Market Snapshot, by End-user
Figure 20 Market Snapshot, by Region
4 Premium Insights
4.1 Attractive Opportunities in Data Historian Market
Figure 21 Real-Time Conditioning Monitoring for Taking Prompt Actions to Drive Market Growth During Forecast Period
4.2 Market: Top Three Applications
Figure 22 Environmental Auditing Segment to Grow at Highest CAGR During Forecast Period
4.3 Market, by Region
Figure 23 North America to Hold Largest Market Share in 2020
4.4 Market, Top Two Applications and End-users
Figure 24 Asset Performance Management, and Oil and Gas to Account for Large Shares of Data Historian Market in 2020
5 Market Overview and Industry Trends
5.1 Introduction
5.2 Market Dynamics
Figure 25 Drivers, Restraints, Opportunities, and Challenges: Data Historian Market
5.2.1 Drivers
5.2.1.1 Increasing Demand for Consolidated Data for Process and Performance Improvement
5.2.1.2 Rising Industrial Big Data
5.2.1.3 Growing Investments in Analytics
5.2.2 Restraints
5.2.2.1 High Deployment Costs
5.2.2.2 Legal Concerns and Data Privacy Issues
5.2.3 Opportunities
5.2.3.1 Growing Need for Industrial 360 Hypervision
5.2.3.2 COVID-19 Pandemic Increases Need for Remote Monitoring and Management of Assets and Business Processes
5.2.4 Challenges
5.2.4.1 Growing Impact of Iiot
5.2.5 Cumulative Growth Analysis
5.3 Data Historian Market: COVID-19 Impact
Figure 26 Market to Witness Decline in Growth in 2020
5.4 Case Study Analysis
5.4.1 Use Case 1: Enhanced Visibility of Data Resulted in Greater Productivity
5.4.2 Use Case 2: Moving Data from Programmable Logic Controller (Plc) to Open Databases for Historical Logging and Analysis
5.4.3 Use Case 3: Data Mining and Data Aggregation Needs
5.5 Data Historian: Evolution
5.6 Regulations
5.6.1 EU General Data Protection Regulation (GDPR)
5.6.2 Cloud Standard Customer Council (CSCC)
6 Data Historian Market, by Component
6.1 Introduction
6.1.1 Components: Market Drivers
6.1.2 Components: COVID-19 Impact
Figure 27 Services Segment to Grow at Higher CAGR During Forecast Period
Table 6 Market Size, by Component, 2016-2019 (USD Million)
Table 7 Market Size, by Component, 2019-2025 (USD Million)
6.2 Software/Tools
6.3 Services
Figure 28 Managed Services Segment is Expected to Grow at a Higher CAGR During the Forecast Period
Table 8 Market Size, by Service, 2016-2019 (USD Million)
Table 9 Market Size, by Service, 2019-2025 (USD Million)
6.3.1 Professional Services
Figure 29 Consulting Services Segment is Expected to Grow at a Higher CAGR During the Forecast Period
Table 10 Professional Services: Data Historian Market Size, by Type, 2016-2019 (USD Million)
Table 11 Professional Services: Market Size, by Type, 2019-2025 (USD Million)
6.3.1.1 Consulting
6.3.1.2 Support and Maintenance
6.3.2 Managed Services
7 Data Historian Market, by Application
7.1 Introduction
7.1.1 Applications: Market Drivers
7.1.2 Applications: COVID-19 Impact
Figure 30 Environmental Auditing Segment to Grow at Higher CAGR During Forecast Period
Table 12 Market Size, by Application, 2016-2019 (USD Million)
Table 13 Market Size, by Application, 2019-2025 (USD Million)
7.2 Production Tracking
7.3 Environmental Auditing
7.4 Asset Performance Management
7.5 Governance, Risk, and Compliance Management
7.6 Predictive Maintenance
7.7 Others
8 Data Historian Market, by Deployment Mode
8.1 Introduction
8.1.1 Deployment Modes: Market Drivers
8.1.2 Deployment Modes: COVID-19 Impact
Figure 31 Cloud Segment to Register Higher CAGR During Forecast Period
Table 14 Market Size, by Deployment Mode, 2016-2019 (USD Million)
Table 15 Market Size, by Deployment Mode, 2019-2025 (USD Million)
8.2 On-Premises
8.3 Cloud
9 Data Historian Market, by Organization Size
9.1 Introduction
9.1.1 Organization Size: Market Drivers
9.1.2 Organization Size: COVID-19 Impact
Figure 32 Small and Medium-Sized Enterprises Segment to Grow at Higher CAGR During Forecast Period
Table 16 Market Size, by Organization Size, 2016-2019 (USD Million)
Table 17 Market Size, by Organization Size, 2019-2025 (USD Million)
9.2 Small and Medium-Sized Enterprises
9.3 Large Enterprises
10 Data Historian Market, by End-user
10.1 Introduction
10.1.1 End-users: Market Drivers
10.1.2 End-users: COVID-19 Impact
Figure 33 Chemicals and Petrochemicals Segment to Register Highest CAGR During Forecast Period
Table 18 Market Size, by End-user, 2016-2019 (USD Million)
Table 19 Market Size, by End-user, 2019-2025 (USD Million)
10.2 Oil and Gas
10.3 Marine
10.4 Chemicals and Petrochemicals
10.5 Paper and Pulp
10.6 Metals and Mining
10.7 Power and Utilities
10.8 Others
11 Data Historian Market, by Region
11.1 Introduction
Figure 34 Australia and New Zealand to Account for Highest CAGR During Forecast Period
Figure 35 Asia-Pacific to Account for Highest CAGR During Forecast Period
Table 20 Market Size, by Region, 2016-2019 (USD Million)
Table 21 Market Size, by Region, 2019-2025 (USD Million)
11.2 North America
11.2.1 North America: Market Drivers
11.2.2 North America: COVID-19 Impact
Figure 36 North America: Market Snapshot
Table 22 North America: Data Historian Market Size, by Component, 2016-2019 (USD Million)
Table 23 North America: Market Size, by Component, 2019-2025 (USD Million)
Table 24 North America: Market Size, by Service, 2016-2019 (USD Million)
Table 25 North America: Market Size, by Service, 2019-2025 (USD Million)
Table 26 North America: Market Size, by Professional Service, 2016-2019 (USD Million)
Table 27 North America: Market Size, by Professional Service, 2019-2025 (USD Million)
Table 28 North America: Market Size, by Application, 2016-2019 (USD Million)
Table 29 North America: Market Size, by Application, 2019-2025 (USD Million)
Table 30 North America: Market Size, by Deployment Mode, 2016-2019 (USD Million)
Table 31 North America: Data Historian Market Size, by Deployment Mode, 2019-2025 (USD Million)
Table 32 North America: Market Size, by Organization Size, 2016-2019 (USD Million)
Table 33 North America: Market Size, by Organization Size, 2019-2025 (USD Million)
Table 34 North America: Market Size, by End-user, 2016-2019 (USD Million)
Table 35 North America: Market Size, by End-user, 2019-2025 (USD Million)
Table 36 North America: Market Size, by Country, 2016-2019 (USD Million)
Table 37 North America: Market Size, by Country, 2019-2025 (USD Million)
11.2.3 United States
11.2.4 Canada
11.3 Europe
11.3.1 Europe: Market Drivers
11.3.2 Europe: COVID-19 Impact
Table 38 Europe: Data Historian Market Size, by Component, 2016-2019 (USD Million)
Table 39 Europe: Market Size, by Component, 2019-2025 (USD Million)
Table 40 Europe: Market Size, by Service, 2016-2019 (USD Million)
Table 41 Europe: Market Size, by Service, 2019-2025 (USD Million)
Table 42 Europe: Market Size, by Professional Service, 2016-2019 (USD Million)
Table 43 Europe: Market Size, by Professional Service, 2019-2025 (USD Million)
Table 44 Europe: Market Size, by Application, 2016-2019 (USD Million)
Table 45 Europe: Market Size, by Application, 2019-2025 (USD Million)
Table 46 Europe: Market Size, by Deployment Mode, 2016-2019 (USD Million)
Table 47 Europe: Data Historian Market Size, by Deployment Mode, 2019-2025 (USD Million)
Table 48 Europe: Market Size, by Organization Size, 2016-2019 (USD Million)
Table 49 Europe: Market Size, by Organization Size, 2019-2025 (USD Million)
Table 50 Europe: Market Size, by End-user, 2016-2019 (USD Million)
Table 51 Europe: Market Size, by End-user, 2019-2025 (USD Million)
Table 52 Europe: Market Size, by Country, 2016-2019 (USD Million)
Table 53 Europe: Market Size, by Country, 2019-2025 (USD Million)
11.3.3 United Kingdom
11.3.4 Germany
11.3.5 France
11.3.6 Rest of Europe
11.4 Asia-Pacific
11.4.1 Asia-Pacific: Market Drivers
11.4.2 Asia-Pacific: COVID-19 Impact
Figure 37 Asia-Pacific: Market Snapshot
Table 54 Asia-Pacific: Data Historian Market Size, by Component, 2016-2019 (USD Million)
Table 55 Asia-Pacific: Market Size, by Component, 2019-2025 (USD Million)
Table 56 Asia-Pacific: Market Size, by Service, 2016-2019 (USD Million)
Table 57 Asia-Pacific: Market Size, by Service, 2019-2025 (USD Million)
Table 58 Asia-Pacific: Market Size, by Professional Service, 2016-2019 (USD Million)
Table 59 Asia-Pacific: Market Size, by Professional Service, 2019-2025 (USD Million)
Table 60 Asia-Pacific: Market Size, by Application, 2016-2019 (USD Million)
Table 61 Asia-Pacific: Data Historian Market Size, by Application, 2019-2025 (USD Million)
Table 62 Asia-Pacific: Market Size, by Deployment Mode, 2016-2019 (USD Million)
Table 63 Asia-Pacific: Market Size, by Deployment Mode, 2019-2025 (USD Million)
Table 64 Asia-Pacific: Market Size, by Organization Size, 2016-2019 (USD Million)
Table 65 Asia-Pacific: Market Size, by Organization Size, 2019-2025 (USD Million)
Table 66 Asia-Pacific: Market Size, by End-user, 2016-2019 (USD Million)
Table 67 Asia-Pacific: Market Size, by End-user, 2019-2025 (USD Million)
Table 68 Asia-Pacific: Market Size, by Country, 2016-2019 (USD Million)
Table 69 Asia-Pacific: Market Size, by Country, 2019-2025 (USD Million)
11.4.3 China
11.4.4 Japan
11.4.5 Anz
11.4.6 Rest of Asia-Pacific
11.5 Middle East and Africa
11.5.1 Middle East and Africa: Market Drivers
11.5.2 Middle East and Africa: COVID-19 Impact
Table 70 Middle East and Africa: Data Historian Market Size, by Component, 2016-2019 (USD Million)
Table 71 Middle East and Africa: Market Size, by Component, 2019-2025 (USD Million)
Table 72 Middle East and Africa: Market Size, by Service, 2016-2019 (USD Million)
Table 73 Middle East and Africa: Market Size, by Service, 2019-2025 (USD Million)
Table 74 Middle East and Africa: Market Size, by Professional Service, 2016-2019 (USD Million)
Table 75 Middle East and Africa: Market Size, by Professional Service, 2019-2025 (USD Million)
Table 76 Middle East and Africa: Market Size, by Application, 2016-2019 (USD Million)
Table 77 Middle East and Africa: Market Size, by Application, 2019-2025 (USD Million)
Table 78 Middle East and Africa: Data Historian Market Size, by Deployment Mode, 2016-2019 (USD Million)
Table 79 Middle East and Africa: Market Size, by Deployment Mode, 2019-2025 (USD Million)
Table 80 Middle East and Africa: Market Size, by Organization Size, 2016-2019 (USD Million)
Table 81 Middle East and Africa: Market Size, by Organization Size, 2019-2025 (USD Million)
Table 82 Middle East and Africa: Market Size, by End-user, 2016-2019 (USD Million)
Table 83 Middle East and Africa: Market Size, by End-user, 2019-2025 (USD Million)
Table 84 Middle East and Africa: Market Size, by Country, 2016-2019 (USD Million)
Table 85 Middle East and Africa: Market Size, by Country, 2020-2025 (USD Million)
11.5.3 Middle East
11.5.4 Africa
11.6 Latin America
11.6.1 Latin America: Market Drivers
11.6.2 Latin America: COVID-19 Impact
Table 86 Latin America: Data Historian Market Size, by Component, 2016-2019 (USD Million)
Table 87 Latin America: Market Size, by Component, 2019-2025 (USD Million)
Table 88 Latin America: Market Size, by Service, 2016-2019 (USD Million)
Table 89 Latin America: Market Size, by Service, 2019-2025 (USD Million)
Table 90 Latin America: Market Size, by Professional Service, 2016-2019 (USD Million)
Table 91 Latin America: Market Size, by Professional Service, 2019-2025 (USD Million)
Table 92 Latin America: Market Size, by Application, 2016-2019 (USD Million)
Table 93 Latin America: Market Size, by Application, 2019-2025 (USD Million)
Table 94 Latin America: Data Historian Market Size, by Deployment Mode, 2016-2019 (USD Million)
Table 95 Latin America: Market Size, by Deployment Mode, 2019-2025 (USD Million)
Table 96 Latin America: Market Size, by Organization Size, 2016-2019 (USD Million)
Table 97 Latin America: Market Size, by Organization Size, 2019-2025 (USD Million)
Table 98 Latin America: Market Size, by End-user, 2016-2019 (USD Million)
Table 99 Latin America: Market Size, by End-user, 2019-2025 (USD Million)
Table 100 Latin America: Market Size, by Country, 2016-2019 (USD Million)
Table 101 Latin America: Market Size, by Country, 2019-2025 (USD Million)
11.6.2.1 Brazil
11.6.2.2 Mexico
11.6.2.3 Rest of Latin America
12 Competitive Landscape
12.1 Overview
12.2 Market Evaluation Framework
Figure 38 Market Evaluation Framework
12.3 Market Share, 2020
Figure 39 Abb Led Data Historian Market in 2020
12.4 Key Market Developments
12.4.1 New Product Launches and Product Enhancements
Table 102 New Product Launches and Product Enhancements, 2018-2020
12.4.2 Business Expansions
Table 103 Business Expansions, 2018-2020
12.4.3 Mergers and Acquisitions
Table 104 Mergers and Acquisitions, 2018-2020
12.4.4 Partnerships, Agreements, and Collaborations
Table 105 Partnerships, Agreements, and Collaborations, 2019-2020
12.5 Company Evaluation Matrix, 2020
12.5.1 Star
12.5.2 Emerging Leader
12.5.3 Pervasive
12.5.4 Participant
Figure 40 Data Historian Market (Global), Company Evaluation Matrix, 2020
13 Company Profiles
13.1 Introduction
13.2 ABB
Figure 41 ABB: Company Snapshot
Figure 42 ABB: SWOT Analysis
13.3 IBM
Figure 43 IBM: Company Snapshot
Figure 44 IBM: SWOT Analysis
13.4 Honeywell
Figure 45 Honeywell: Company Snapshot
Figure 46 Honeywell: SWOT Analysis
13.5 Siemens
Figure 47 Siemens: Company Snapshot
Figure 48 Siemens: SWOT Analysis
13.6 Aveva
Figure 49 Aveva: Company Snapshot
Figure 50 Aveva: SWOT Analysis
13.7 GE
Figure 51 GE: Company Snapshot
Figure 52 GE: SWOT Analysis
13.8 Yokogawa
Figure 53 Yokogawa: Company Snapshot
Figure 54 Yokogawa: SWOT Analysis
13.9 Aspen Technology
Figure 55 Aspen Technology: Company Snapshot
13.10 Emerson
Figure 56 Emerson: Company Snapshot
13.11 Rockwell Automation
Figure 57 Rockwell Automation: Company Snapshot
13.12 Ptc
Figure 58 Ptc: Company Snapshot
13.13 Automsoft
13.14 Iconics
13.15 Osisoft
13.16 Canary Labs
13.17 Copa-Data
13.18 Inductive Automation
13.19 Industrial Video & Control
13.20 Influxdata
13.21 Kx Systems
13.22 Livedata Utilities
13.23 Open Automation Software
13.24 Progea
13.25 Savigent Software
13.26 Sorba
14 Appendix
14.1 Adjacent and Related Markets
14.1.1 Introduction
14.1.2 IoT Data Management Market- Global Forecast to 2022
14.1.2.1 Market Definition
14.1.2.2 IoT Data Management Market, by Component
Table 106 IoT Data Management Market Size, by Component, 2015-2022 (USD Million)
14.1.2.3 IoT Data Management Market, by Solution
Table 107 IoT Data Management Market Size, by Solution, 2015-2022 (USD Million)
14.1.2.4 IoT Data Management Market, by Service
Table 108 IoT Data Management Market Size, by Service, 2015-2022 (USD Million)
14.1.2.5 IoT Data Management Market, by Deployment Type
Table 109 IoT Data Management Market Size, by Deployment Type, 2015-2022 (USD Million)
14.1.2.6 IoT Data Management Market, by Organization Size
Table 110 IoT Data Management Market Size, by Organization Size, 2015-2022 (USD Million)
14.1.2.7 IoT Data Management Market, by Application Area
Table 111 IoT Data Management Market Size, by Application Area, 2015-2022 (USD Million)
14.1.2.8 IoT Data Management Market, by Region
Table 112 IoT Data Management Market Size, by Region, 2015-2022 (USD Million)
14.1.2.8.1 North America
Table 113 North America: IoT Data Management Market Size, by Component, 2015-2022 (USD Million)
Table 114 North America: IoT Data Management Market Size, by Solution, 2015-2022 (USD Million)
Table 115 North America: IoT Data Management Market Size, by Service, 2015-2022 (USD Million)
Table 116 North America: IoT Data Management Market Size, by Deployment Type, 2015-2022 (USD Million)
Table 117 North America: IoT Data Management Market Size, by Organization Size, 2015-2022 (USD Million)
Table 118 North America: IoT Data Management Market Size, by Application Area, 2015-2022 (USD Million)
14.1.2.8.2 Europe
Table 119 Europe: IoT Data Management Market Size, by Component, 2015-2022 (USD Million)
Table 120 Europe: IoT Data Management Market Size, by Solution, 2015-2022 (USD Million)
Table 121 Europe: IoT Data Management Market Size, by Service, 2015-2022 (USD Million)
Table 122 Europe: IoT Data Management Market Size, by Deployment Type, 2015-2022 (USD Million)
Table 123 Europe: IoT Data Management Market Size, by Organization Size, 2015-2022 (USD Million)
Table 124 Europe: IoT Data Management Market Size, by Application Area, 2015-2022 (USD Million)
14.1.2.8.3 Asia-Pacific
Table 125 Asia-Pacific: IoT Data Management Market Size, by Component, 2015-2022 (USD Million)
Table 126 Asia-Pacific: IoT Data Management Market Size, by Solution, 2015-2022 (USD Million)
Table 127 Asia-Pacific: IoT Data Management Market Size, by Service, 2015-2022 (USD Million)
Table 128 Asia-Pacific: IoT Data Management Market Size, by Deployment Type, 2015-2022 (USD Million)
Table 129 Asia-Pacific: IoT Data Management Market Size, by Organization Size, 2015-2022 (USD Million)
Table 130 Asia-Pacific: IoT Data Management Market Size, by Application Area, 2015-2022 (USD Million)
14.1.2.8.4 Middle East and Africa
Table 131 Middle East and Africa: IoT Data Management Market Size, by Component, 2015-2022 (USD Million)
Table 132 Middle East and Africa: IoT Data Management Market Size, by Solution, 2015-2022 (USD Million)
Table 133 Middle East and Africa: IoT Data Management Market Size, by Service, 2015-2022 (USD Million)
Table 134 Middle East and Africa: IoT Data Management Market Size, by Deployment Type, 2015-2022 (USD Million)
Table 135 Middle East and Africa: IoT Data Management Market Size, by Organization Size, 2015-2022 (USD Million)
Table 136 Middle East and Africa: IoT Data Management Market Size, by Application Area, 2015-2022 (USD Million)
14.1.2.8.5 Latin America
Table 137 Latin America: IoT Data Management Market Size, by Component, 2015-2022 (USD Million)
Table 138 Latin America: IoT Data Management Market Size, by Solution, 2015-2022 (USD Million)
Table 139 Latin America: IoT Data Management Market Size, by Service, 2015-2022 (USD Million)
Table 140 Latin America: IoT Data Management Market Size, by Deployment Type, 2015-2022 (USD Million)
Table 141 Latin America: IoT Data Management Market Size, by Organization Size, 2015-2022 (USD Million)
Table 142 Latin America: IoT Data Management Market Size, by Application Area, 2015-2022 (USD Million)
14.1.3 IoT in Manufacturing Market- Global Forecast to 2022
14.1.3.1 Market Definition
14.1.3.2 Market Overview
14.1.3.3 IoT in Manufacturing Market, by Component
Table 143 IoT in Manufacturing Market Size, by Asset Type, USD Million, 2015-2022 (USD Million)
14.1.3.4 IoT in Manufacturing Market, by Solution
Table 144 IoT in Manufacturing Market Size, by Solution, 2015-2022 (USD Million)
14.1.3.5 IoT in Manufacturing Market, by Platform
Table 145 IoT in Manufacturing Market Size, by Platform, 2015-2022 (USD Million)
14.1.3.6 IoT in Manufacturing Market, by Service
Table 146 IoT in Manufacturing Market Size, by Service, 2015-2022 (USD Million)
Table 147 Managed Services: IoT in Manufacturing Market Size, by Type, 2015-2022 (USD Million)
Table 148 Professional Services: IoT in Manufacturing Market Size, by Type, 2015-2022 (USD Million)
14.1.3.7 IoT in Manufacturing Market, by Application
Table 149 IoT in Manufacturing Market Size, by Application, 2015-2022 (USD Million)
14.1.3.8 IoT in Manufacturing Market, by Vertical
Table 150 IoT in Manufacturing Market Size, by Vertical, 2015-2022 (USD Million)
14.1.3.9 IoT in Manufacturing Market, by Region
Table 151 IoT in Manufacturing Market Size, by Region, 2015-2022 (USD Million)
14.1.3.9.1 North America
Table 152 North America: IoT in Manufacturing Market Size, by Component, 2015-2022 (USD Million)
Table 153 North America: IoT in Manufacturing Market Size, by Solution, 2015-2022 (USD Million)
Table 154 North America: IoT in Manufacturing Market Size, by Platform, 2015-2022 (USD Million)
Table 155 North America: IoT in Manufacturing Market Size, by Service, 2015-2022 (USD Million)
Table 156 North America: IoT in Manufacturing Market Size, by Professional Service, 2015-2022 (USD Million)
Table 157 North America: IoT in Manufacturing Market Size, by Managed Service, 2015-2022 (USD Million)
Table 158 North America: IoT in Manufacturing Market Size, by Application, 2015-2022 (USD Million)
Table 159 North America: IoT in Manufacturing Market Size, by Vertical, 2015-2022 (USD Million)
14.1.3.9.2 Europe
Table 160 Europe: IoT in Manufacturing Market Size, by Component, 2015-2022 (USD Million)
Table 161 Europe: IoT in Manufacturing Market Size, by Solution, 2015-2022 (USD Million)
Table 162 Europe: IoT in Manufacturing Market Size, by Platform, 2015-2022 (USD Million)
Table 163 Europe: IoT in Manufacturing Market Size, by Service, 2015-2022 (USD Million)
Table 164 Europe: IoT in Manufacturing Market Size, by Professional Service, 2015-2022 (USD Million)
Table 165 Europe: IoT in Manufacturing Market Size, by Managed Service, 2015-2022 (USD Million)
Table 166 Europe: IoT in Manufacturing Market Size, by Application, 2015-2022 (USD Million)
Table 167 Europe: IoT in Manufacturing Market Size, by Vertical, 2015-2022 (USD Million)
14.1.3.9.3 Asia-Pacific
Table 168 Asia-Pacific: IoT in Manufacturing Market Size, by Component, 2015-2022 (USD Million)
Table 169 Asia-Pacific: IoT in Manufacturing Market Size, by Solution, 2015-2022 (USD Million)
Table 170 Asia-Pacific: IoT in Manufacturing Market Size, by Platform, 2015-2022 (USD Million)
Table 171 Asia-Pacific: IoT in Manufacturing Market Size, by Service, 2015-2022 (USD Million)
Table 172 Asia-Pacific: IoT in Manufacturing Market Size, by Professional Service, 2015-2022 (USD Million)
Table 173 Asia-Pacific: IoT in Manufacturing Market Size, by Managed Service, 2015-2022 (USD Million)
Table 174 Asia-Pacific: IoT in Manufacturing Market Size, by Application, 2015-2022 (USD Million)
Table 175 Asia-Pacific: IoT in Manufacturing Market Size, by Vertical, 2015-2022 (USD Million)
14.1.3.9.4 Middle East and Africa
Table 176 Middle East and Africa: IoT in Manufacturing Market Size, by Component, 2015-2022 (USD Million)
Table 177 Middle East and Africa: IoT in Manufacturing Market Size, by Solution, 2015-2022 (USD Million)
Table 178 Middle East and Africa: IoT in Manufacturing Market Size, by Platform, 2015-2022 (USD Million)
Table 179 Middle East and Africa: IoT in Manufacturing Market Size, by Service, 2015-2022 (USD Million)
Table 180 Middle East and Africa: IoT in Manufacturing Market Size, by Professional Service, 2015-2022 (USD Million)
Table 181 Middle East and Africa: IoT in Manufacturing Market Size, by Managed Service, 2015-2022 (USD Million)
Table 182 Middle East and Africa: IoT in Manufacturing Market Size, by Application, 2015-2022 (USD Million)
Table 183 Middle East and Africa: IoT in Manufacturing Market Size, by Vertical, 2015-2022 (USD Million)
14.1.3.9.5 Latin America
Table 184 Latin America: IoT in Manufacturing Market Size, by Component, 2015-2022 (USD Million)
Table 185 Latin America: IoT in Manufacturing Market Size, by Solution, 2015-2022 (USD Million)
Table 186 Latin America: IoT in Manufacturing Market Size, by Platform, 2015-2022 (USD Million)
Table 187 Latin America: IoT in Manufacturing Market Size, by Service, 2015-2022 (USD Million)
Table 188 Latin America: IoT in Manufacturing Market Size, by Professional Service, 2015-2022 (USD Million)
Table 189 Latin America: IoT in Manufacturing Market Size, by Managed Service, 2015-2022 (USD Million)
Table 190 Latin America: IoT in Manufacturing Market Size, by Application, 2015-2022 (USD Million)
Table 191 Latin America: IoT in Manufacturing Market Size, by Vertical, 2015-2022 (USD Million)
14.2 Industry Experts
14.3 Discussion Guide
14.4 Knowledge Store: Subscription Portal
14.5 Available Customizations
Companies Mentioned
- ABB
- Aspen Technology
- Automsoft
- Aveva
- Canary Labs
- Copa-Data
- Emerson
- GE
- Honeywell
- IBM
- Iconics
- Inductive Automation
- Industrial Video & Control
- Influxdata
- KX Systems
- Livedata Utilities
- Open Automation Software
- Osisoft
- Progea
- PTC
- Rockwell Automation
- Savigent Software
- Siemens
- Sorba
- Yokogawa
Methodology
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