表紙
市場調查報告書
商品編碼
975550

資料保存的全球市場 (∼2025年): 各用途 (生產追蹤、環境審核、資產效能管理、GRC管理)、零組件 (軟體/工具、服務)、部署模式、組織規模、終端用戶、地區

Data Historian Market by Application (Production Tracking, Environmental Auditing, Asset Performance Management, and GRC Management), Component (Software/Tools, Services), Deployment Mode, Organization Size, End User, & Region - Global Forecast to 2025

出版日期: | 出版商: MarketsandMarkets | 英文 239 Pages | 訂單完成後即時交付

價格
  • 全貌
  • 簡介
  • 目錄
簡介

全球資料保存的市場規模在預測期間內預計以5.0%的年複合成長率發展,從2020年的11億美元,成長到2025年13億美元的規模。

各最終用途產業中,預計石油、天然氣部門在預測期間內顯示最大的佔有率。

本報告提供全球資料保存的市場調查,市場定義和概要,新型冠狀病毒感染疾病 (COVID-19) 以及其他的市場影響因素分析,案例研究,市場規模的變化、預測,零組件、用途、部署模式、組織規模、終端用戶產業、地區/主要國家等各種區分的明細,競爭環境,主要企業簡介等資訊彙整。

第1章 簡介

第2章 調查手法

第3章 摘要整理

第4章 重要考察

第5章 市場概要、產業趨勢

  • 市場動態
    • 促進因素
    • 阻礙因素
    • 市場機會
    • 課題
  • COVID-19的影響
  • 案例研究
  • 發展的過程
  • 法律規章

第6章 市場分析、預測:各零件

  • 軟體/工具
  • 服務
    • 專業服務
    • 管理服務

第7章 市場分析、預測:各用途

  • 生產追蹤
  • 環境審核
  • 資產效能管理
  • 治理、風險、合規性管理
  • 預知保全
  • 其他

第8章 市場分析、預測:各部署模式

  • 內部部署
  • 雲端

第9章 市場分析、預測:各組織規模

  • 中小企業
  • 大企業

第10章 市場分析、預測:各終端用戶

  • 石油、天然氣
  • 船舶
  • 化學、石油化學
  • 紙、紙漿
  • 金屬、礦業
  • 電力、公共事業
  • 其他

第11章 市場分析、預測:各地區、主要國家

  • 北美
  • 歐洲
  • 亞太地區
  • 中東、非洲
  • 南美

第12章 競爭情形

  • 概要
  • 市場評估架構
  • 市場佔有率
  • 主要的展開
  • 企業評估矩陣

第13章 企業簡介

  • ABB
  • IBM
  • HONEYWELL
  • SIEMENS
  • AVEVA
  • GE
  • YOKOGAWA
  • ASPEN TECHNOLOGY
  • EMERSON
  • ROCKWELL AUTOMATION
  • PTC
  • AUTOMSOFT
  • ICONICS
  • OSISOFT
  • CANARY LABS
  • COPA-DATA
  • INDUCTIVE AUTOMATION
  • INDUSTRIAL VIDEO & CONTROL
  • INFLUXDATA
  • KX SYSTEMS
  • LIVEDATA UTILITIES
  • OPEN AUTOMATION SOFTWARE
  • PROGEA
  • SAVIGENT SOFTWARE
  • SORBA

第14章 附錄

目錄
Product Code: TC 6512

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 pipelines sector have been impacted due to a weak demand and low oil and gas prices as a result of COVID-19. While worsening financial situation is resulting in delay of upcoming pipeline projects, measures to curb the spread of pandemic has 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 the 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 DATA HISTORIAN 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 DATA HISTORIAN MARKET SIZE AND GROWTH RATE, 2019-2025 (USD MILLION, Y-O-Y %)
    • FIGURE 13 DATA HISTORIAN MARKET SNAPSHOT, BY COMPONENT
    • FIGURE 14 DATA HISTORIAN MARKET SNAPSHOT, BY APPLICATION
    • FIGURE 15 DATA HISTORIAN MARKET SNAPSHOT, BY SERVICE
    • FIGURE 16 DATA HISTORIAN MARKET SNAPSHOT, BY PROFESSIONAL SERVICE
    • FIGURE 17 DATA HISTORIAN MARKET SNAPSHOT, BY DEPLOYMENT MODE
    • FIGURE 18 DATA HISTORIAN MARKET SNAPSHOT, BY ORGANIZATION SIZE
    • FIGURE 19 DATA HISTORIAN MARKET SNAPSHOT, BY END USER
    • FIGURE 20 DATA HISTORIAN 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 DATA HISTORIAN MARKET: TOP THREE APPLICATIONS
    • FIGURE 22 ENVIRONMENTAL AUDITING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • 4.3 DATA HISTORIAN MARKET, BY REGION
    • FIGURE 23 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2020
  • 4.4 DATA HISTORIAN 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 DATA HISTORIAN 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: DATA HISTORIAN MARKET DRIVERS
    • 6.1.2 COMPONENTS: COVID-19 IMPACT
    • FIGURE 27 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 6 DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2016-2019 (USD MILLION)
    • TABLE 7 DATA HISTORIAN 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 DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016-2019 (USD MILLION)
    • TABLE 9 DATA HISTORIAN 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: DATA HISTORIAN 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: DATA HISTORIAN MARKET DRIVERS
    • 7.1.2 APPLICATIONS: COVID-19 IMPACT
    • FIGURE 30 ENVIRONMENTAL AUDITING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 12 DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 13 DATA HISTORIAN 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: DATA HISTORIAN MARKET DRIVERS
    • 8.1.2 DEPLOYMENT MODES: COVID-19 IMPACT
    • FIGURE 31 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 14 DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2016-2019 (USD MILLION)
    • TABLE 15 DATA HISTORIAN 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: DATA HISTORIAN 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 DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION)
    • TABLE 17 DATA HISTORIAN 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: DATA HISTORIAN 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 DATA HISTORIAN MARKET SIZE, BY END USER, 2016-2019 (USD MILLION)
    • TABLE 19 DATA HISTORIAN 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 DATA HISTORIAN MARKET SIZE, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 21 DATA HISTORIAN MARKET SIZE, BY REGION, 2019-2025 (USD MILLION)
  • 11.2 NORTH AMERICA
    • 11.2.1 NORTH AMERICA: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
    • TABLE 24 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016-2019 (USD MILLION)
    • TABLE 25 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2019-2025 (USD MILLION)
    • TABLE 26 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2019 (USD MILLION)
    • TABLE 27 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019-2025 (USD MILLION)
    • TABLE 28 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 29 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2019-2025 (USD MILLION)
    • TABLE 30 NORTH AMERICA: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION)
    • TABLE 33 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
    • TABLE 34 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2016-2019 (USD MILLION)
    • TABLE 35 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2019-2025 (USD MILLION)
    • TABLE 36 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 37 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
    • 11.2.3 UNITED STATES
    • 11.2.4 CANADA
  • 11.3 EUROPE
    • 11.3.1 EUROPE: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
    • TABLE 40 EUROPE: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016-2019 (USD MILLION)
    • TABLE 41 EUROPE: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2019-2025 (USD MILLION)
    • TABLE 42 EUROPE: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2019 (USD MILLION)
    • TABLE 43 EUROPE: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019-2025 (USD MILLION)
    • TABLE 44 EUROPE: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 45 EUROPE: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2019-2025 (USD MILLION)
    • TABLE 46 EUROPE: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION)
    • TABLE 49 EUROPE: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
    • TABLE 50 EUROPE: DATA HISTORIAN MARKET SIZE, BY END USER, 2016-2019 (USD MILLION)
    • TABLE 51 EUROPE: DATA HISTORIAN MARKET SIZE, BY END USER, 2019-2025 (USD MILLION)
    • TABLE 52 EUROPE: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 53 EUROPE: DATA HISTORIAN 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: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
    • TABLE 56 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016-2019 (USD MILLION)
    • TABLE 57 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2019-2025 (USD MILLION)
    • TABLE 58 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2019 (USD MILLION)
    • TABLE 59 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019-2025 (USD MILLION)
    • TABLE 60 ASIA PACIFIC: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2016-2019 (USD MILLION)
    • TABLE 63 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2019-2025 (USD MILLION)
    • TABLE 64 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION)
    • TABLE 65 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
    • TABLE 66 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY END USER, 2016-2019 (USD MILLION)
    • TABLE 67 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY END USER, 2019-2025 (USD MILLION)
    • TABLE 68 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 69 ASIA PACIFIC: DATA HISTORIAN 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: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
    • TABLE 72 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016-2019 (USD MILLION)
    • TABLE 73 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2019-2025 (USD MILLION)
    • TABLE 74 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2019 (USD MILLION)
    • TABLE 75 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019-2025 (USD MILLION)
    • TABLE 76 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 77 MIDDLE EAST AND AFRICA: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2019-2025 (USD MILLION)
    • TABLE 80 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION)
    • TABLE 81 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
    • TABLE 82 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2016-2019 (USD MILLION)
    • TABLE 83 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2019-2025 (USD MILLION)
    • TABLE 84 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 85 MIDDLE EAST AND AFRICA: DATA HISTORIAN 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: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
    • TABLE 88 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016-2019 (USD MILLION)
    • TABLE 89 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2019-2025 (USD MILLION)
    • TABLE 90 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2019 (USD MILLION)
    • TABLE 91 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019-2025 (USD MILLION)
    • TABLE 92 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 93 LATIN AMERICA: DATA HISTORIAN 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: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2019-2025 (USD MILLION)
    • TABLE 96 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION)
    • TABLE 97 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
    • TABLE 98 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2016-2019 (USD MILLION)
    • TABLE 99 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2019-2025 (USD MILLION)
    • TABLE 100 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 101 LATIN AMERICA: DATA HISTORIAN 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

(Business and Financial Overview, Solutions and Service Offered, Recent Developments, SWOT Analysis, and MNM View)**

  • 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

*Details on Business and Financial Overview, Solutions and Service Offered, Recent Developments, SWOT Analysis, and MNM View might not be captured in case of unlisted companies.

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: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.5 AVAILABLE CUSTOMIZATIONS
  • 14.6 RELATED REPORTS
  • 14.7 AUTHOR DETAILS