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市場調査レポート

予知保全の世界市場 (~2025年):ソリューション・サービス

Predictive Maintenance Market by Component (Solutions and Services), Deployment Mode, Organization Size, Vertical (Government and Defense, Manufacturing, Energy and Utilities, Transportation and Logistics), and Region - Global Forecast to 2025

発行 MarketsandMarkets 商品コード 951808
出版日 ページ情報 英文 273 Pages
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本日の銀行送金レート: 1USD=106.59円で換算しております。
予知保全の世界市場 (~2025年):ソリューション・サービス Predictive Maintenance Market by Component (Solutions and Services), Deployment Mode, Organization Size, Vertical (Government and Defense, Manufacturing, Energy and Utilities, Transportation and Logistics), and Region - Global Forecast to 2025
出版日: 2020年07月20日 ページ情報: 英文 273 Pages
概要

世界の予知保全の市場は予測期間中25.2%のCAGRで推移し、2020年の40億米ドルから、2025年には123億米ドルの規模に成長すると予測されています。新興技術の利用の増加が同市場の成長を推進しています。一方で、スキルを有する人材の不足が市場のさらなる成長の妨げとなっています。エンドユーザー別で見ると、自動化電力利用アナリティクスへの需要が高まっていることから、エネルギー・公益事業部門が予測期間中、最大のCAGRで成長すると予測されています。また、地域別では、中国や日本などの技術企業による投資の増加、政府によるイニシアチブの増加などから、アジア太平洋地域が同期間中、最大のCAGRを示す見通しです。

当レポートでは、世界の予知保全の市場を調査し、市場の定義と概要、COVID-19およびその他の市場影響因子の分析、関連法規制、利用事例、市場規模の推移・予測、コンポーネント・導入モード・組織規模・産業・地域/主要国など各種区分別の内訳、競合環境、主要企業のプロファイルなどをまとめています。

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

第5章 市場概要・産業動向

  • 市場力学
    • 促進要因
    • 抑制要因
    • 市場機会
    • 課題
    • 累積成長分析
  • 利用事例
  • 法規制の影響

第6章 COVID-19の影響

第7章 市場分析・予測:コンポーネント別

  • COVID-19の影響
  • ソリューション
    • 統合型
    • スタンドアロン
  • サービス
    • プロフェッショナルサービス
    • マネージドサービス

第8章 市場分析・予測:導入モード別

  • COVID-19の影響
  • クラウド
    • パブリッククラウド
    • プライベートクラウド
    • ハイブリッドクラウド
  • オンプレミス

第9章 市場分析・予測:組織規模別

  • COVID-19の影響
  • 大規模企業
  • 中小規模企業

第10章 市場分析・予測:産業別

  • COVID-19の影響
  • 政府・防衛
  • 製造
  • エネルギー・ユーティリティ
  • 輸送・物流
  • ヘルスケア・ライフサイエンス
  • その他

第11章 市場分析・予測:地域・主要国別

  • 北米
  • 欧州
  • アジア太平洋
  • 中東・アフリカ
  • ラテンアメリカ

第12章 競合情勢

  • 概要
  • 競合リーダーシップマッピング
  • 製品ポートフォリオの強み
  • 事業戦略の優秀性

第13章 企業プロファイル

  • イントロダクション
  • IBM
  • MICROSOFT
  • SAP
  • GE
  • SCHNEIDER ELECTRIC
  • HITACHI
  • PTC
  • SOFTWARE AG
  • SAS INSTITUTE
  • TIBCO SOFTWARE
  • C3.AI
  • UPTAKE
  • SOFTWEB SOLUTIONS
  • ASYSTOM
  • ECOLIBRIUM ENERGY
  • FIIX SOFTWARE
  • OPEX GROUP
  • DINGO
  • SIGMA INDUSTRIAL PRECISION
  • GOOGLE
  • ORACLE
  • HPE
  • AWS
  • MICRO FOCUS
  • SPLUNK
  • ALTAIR
  • RAPIDMINER
  • SEEBO

第14章 隣接市場・関連市場

第15章 付録

目次
Product Code: TC 4154

"The increasing demand for effective management of data generated from IoT devices to gain valuable insights and reducing maintenance cost and downtime is set to drive the predictive maintenance market"

The global predictive maintenance market size is projected to grow from USD 4.0 billion in 2020 to USD 12.3 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 25.2% during the forecast period. The major growth drivers of the predictive maintenance market include the increasing use of emerging technologies to gain valuable insights. Lack of skilled workforce may restrain the growth of the predictive maintenance market. The objective of the report is to define, describe, and forecast the predictive maintenance market size based on component, organization size, deployment mode, vertical, and region.

COVID-19 would have an impact on all the elements of the technology sector. Predictive maintenance companies are witnessing a slowdown due to the global lockdown and lack of workforce. The market is expected to pick up in the next 2-3 quarters as there would be increased need to remotely monitor and manage assets. Lockdown restrictions are troubling predictive maintenance solutions and service providers as they are not able to travel to client facilities to perform asset health analysis, service providers cannot offer their services. Consequently, many manufacturers who rely on these services to maintain the health of process critical assets are helpless and thus face high risk of costly downtime during these unprecedented times. To address this problem, predictive maintenance service providers need to adapt quickly. Smart sensors are a readily available tool that can provide a remote view into client assets which in turn eliminates the immediate need to travel to a facility. This could be an effective solution for solutions and service providers that would help them maintain some level of visibility into the assets they are servicing while maintaining the social distance needed to prevent the spread of COVID-19.

The services segment to grow at a higher CAGR during the forecast period

The predictive maintenance market is segmented on the basis of components, such as solutions and services. The services segment is expected to grow at a rapid pace during the forecast period. An efficient predictive maintenance service help organization develop a connected environment by integrating predictive maintenance solution with their existing IT infrastructure.

The energy and utilities segment to grow at the highest CAGR during the forecast period

The predictive maintenance market by vertical has been segmented into government and defense, manufacturing, energy and utilities, transportation and logistics, health and lifesciences and others (agriculture, telecom, media, and retail). The energy and utilities segment to grow at the highest CAGR during the forecast period, due to the growing demand for automated of power-usage analytics applications.

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 increasing investments by the tech companies in major APAC countries, such as China, andJapan, increasing government regulations and initiatives are expected to drive the growth of the market in APAC.

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 predictive maintenance market.

  • By Company: Tier I: 15%, Tier II: 42%, and Tier III: 43%
  • By Designation: C-Level Executives: 62%, Directors: 20%, and Others: 18%
  • By Region: North America: 40%, APAC: 20%, Europe: 30%, MEA: 5%, and Latin America: 5%

The report includes the study of key players offering predictive maintenance software and services. It profiles major vendors in the global predictive maintenance market. The major vendors in the global predictive maintenance market include IBM (US), Microsoft (US), SAP (Germany), Hitachi (Japan), PTC (US), GE (US), Schneider Electric (France), Software AG (Germany), SAS (US), TIBCO (US), C3 IoT (US), Uptake (US), Softweb Solutions (US), Asystom (France), Ecolibrium Energy (India), Fiix (Canada), OPEX Group (UK), Dingo (Australia), Sigma Industrial Precision (Spain), Google (US), Oracle(US), HPE (US), AWS (US), Micro Focus (UK), Splunk (US), Altair (US), RapidMiner (US), and Seebo (Israel).

Research Coverage:

The market study covers the predictive maintenance market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment modes, organization size, verticals, and regions. 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 predictive maintenance market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to better position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market 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: THE GLOBAL PROPAGATION
    • FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
  • 1.3 COVID-19 ECONOMIC ASSESSMENT
    • FIGURE 3 REVISED GDP FORECASTS FOR SELECT G20 COUNTRIES IN 2020
    • 1.3.1 COVID-19 ECONOMIC IMPACT-SCENARIO ASSESSMENT
    • FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY
    • FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE 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, 2015-2017
  • 1.8 STAKEHOLDERS
  • 1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 6 GLOBAL PREDICTIVE MAINTENANCE MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
      • 2.1.2.1 Breakup of primary profiles
      • 2.1.2.2 Key industry insights
  • 2.2 MARKET BREAKUP AND DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE PREDICTIVE MAINTENANCE MARKET
    • FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE PREDICTIVE MAINTENANCE MARKET
    • FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF PREDICTIVE MAINTENANCE THROUGH THE OVERALL PREDICTIVE MAINTENANCE SPENDING
    • FIGURE 10 PREDICTIVE MAINTENANCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
    • 2.3.1 TOP-DOWN APPROACH
    • 2.3.2 BOTTOM-UP APPROACH
  • 2.4 MARKET FORECAST
    • TABLE 2 FACTOR ANALYSIS
  • 2.5 ASSUMPTIONS FOR THE STUDY
  • 2.6 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY

    • TABLE 3 PREDICTIVE MAINTENANCE MARKET SIZE AND GROWTH RATE, 2014-2019 (USD MILLION, Y-O-Y %)
    • TABLE 4 PREDICTIVE MAINTENANCE MARKET SIZE AND GROWTH RATE, 2019-2025 (USD MILLION, Y-O-Y %)
    • FIGURE 11 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT
    • FIGURE 12 PREDICTIVE MAINTENANCE MARKET SHARE, BY SOLUTION, 2020
    • FIGURE 13 PREDICTIVE MAINTENANCE MARKET, BY SERVICE
    • FIGURE 14 PREDICTIVE MAINTENANCE MARKET SHARE, BY PROFESSIONAL SERVICE, 2020
    • FIGURE 15 PREDICTIVE MAINTENANCE MARKET SNAPSHOT, BY DEPLOYMENT MODE, 2020
    • FIGURE 16 PREDICTIVE MAINTENANCE MARKET SNAPSHOT, BY CLOUD TYPE, 2020
    • FIGURE 17 PREDICTIVE MAINTENANCE MARKET SHARE, BY ORGANIZATION SIZE, 2020
    • FIGURE 18 PREDICTIVE MAINTENANCE MARKET SNAPSHOT, BY VERTICAL, 2020
    • FIGURE 19 PREDICTIVE MAINTENANCE MARKET SNAPSHOT, BY REGION

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE PREDICTIVE MAINTENANCE MARKET
    • FIGURE 20 REAL-TIME CONDITIONING MONITORING TO TAKE PROMPT ACTION TO DRIVE THE MARKET DURING THE FORECAST PERIOD
  • 4.2 PREDICTIVE MAINTENANCE MARKET: TOP THREE VERTICALS
    • FIGURE 21 ENERGY AND UTILITIES VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
  • 4.3 PREDICTIVE MAINTENANCE MARKET: BY REGION
    • FIGURE 22 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2019
  • 4.4 PREDICTIVE MAINTENANCE MARKET IN NORTH AMERICA, BY COMPONENT AND TOP 3 VERTICAL
    • FIGURE 23 SOLUTIONS COMPONENT AND GOVERNMENT AND DEFENSE VERTICAL TO DOMINATE IN NORTH AMERICA IN 2020

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: PREDICTIVE MAINTENANCE MARKET
    • 5.2.1 DRIVERS
      • 5.2.1.1 Increasing use of emerging technologies to gain valuable insights
      • 5.2.1.2 Growing need to reduce maintenance cost and downtime
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Lack of skilled workforce
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Real-time condition monitoring to assist in taking prompt actions
      • 5.2.3.2 COVID-19 pandemic increasing the need for remote monitoring and management of assets and business processes
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Companies' concern over data security and privacy issues
      • 5.2.4.2 Frequent maintenance and upgradation requirement to keep systems updated
    • 5.2.5 CUMULATIVE GROWTH ANALYSIS
  • 5.3 USE CASES
    • 5.3.1 USE CASE: SCENARIO 1
    • 5.3.2 USE CASE: SCENARIO 2
    • 5.3.3 USE CASE: SCENARIO 3
    • 5.3.4 USE CASE: SCENARIO 4
    • 5.3.5 USE CASE: SCENARIO 5
  • 5.4 REGULATORY IMPLICATIONS
    • 5.4.1 INTRODUCTION
    • 5.4.2 GENERAL DATA PROTECTION REGULATION
    • 5.4.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
    • 5.4.4 FEDERAL TRADE COMMISSION
    • 5.4.5 FEDERAL COMMUNICATIONS COMMISSION
    • 5.4.6 ISO/IEC STANDARDS
      • 5.4.6.1 ISO 55000 STANDARDS
      • 5.4.6.2 ISO 13374 on condition monitoring and diagnostics of machines
      • 5.4.6.3 ISO/ICE JTC 1
      • 5.4.6.4 ISO/IEC JTC 1/SC 42
      • 5.4.6.5 ISO/IEC JTC1/SC3 1
      • 5.4.6.6 ISO/IEC JTC1/SC2 7
    • 5.4.7 INDUSTRIAL INTERNET CONSORTIUM REFERENCE ARCHITECTURE
    • 5.4.8 CEN/ISO
      • 5.4.8.1 CEN/CENELEC
    • 5.4.9 NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY
    • 5.4.10 EPRIVACY
    • 5.4.11 ANSI TAPPI TIP 0305-34:2008
    • 5.4.12 MIMOSA

6 PREDICTIVE MAINTENANCE MARKET: COVID-19 IMPACT

    • FIGURE 25 PREDICTIVE MAINTENANCE MARKET TO WITNESS A MINOR DECLINE BETWEEN 2020 AND 2021

7 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

  • 7.1 INTRODUCTION
  • 7.2 COMPONENT: COVID-19 IMPACT
    • FIGURE 26 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 5 PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 6 PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
  • 7.3 SOLUTIONS
    • 7.3.1 SOLUTIONS: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • FIGURE 27 STANDALONE SOLUTIONS SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 7 PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY TYPE, 2014-2019 (USD MILLION)
    • TABLE 8 PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 9 PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 10 PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
    • 7.3.2 INTEGRATED
    • TABLE 11 PREDICTIVE MAINTENANCE INTEGRATED SOLUTIONS MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 12 PREDICTIVE MAINTENANCE INTEGRATED SOLUTIONS MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
    • 7.3.3 STANDALONE
    • TABLE 13 PREDICTIVE MAINTENANCE STANDALONE SOLUTIONS MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 14 PREDICTIVE MAINTENANCE STANDALONE SOLUTIONS MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
  • 7.4 SERVICES
    • 7.4.1 SERVICES: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • FIGURE 28 MANAGED SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 15 PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY TYPE, 2014-2019 (USD MILLION)
    • TABLE 16 PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 17 PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 18 PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
    • 7.4.2 PROFESSIONAL SERVICES
    • FIGURE 29 SUPPORT AND MAINTENANCE TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 19 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2014-2019 (USD MILLION)
    • TABLE 20 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 21 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 22 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
      • 7.4.2.1 System Integration
    • TABLE 23 PREDICTIVE MAINTENANCE SYSTEM INTEGRATION SERVICES MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 24 PREDICTIVE MAINTENANCE SYSTEM INTEGRATION SERVICES MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
      • 7.4.2.2 Support and Maintenance
    • TABLE 25 PREDICTIVE MAINTENANCE SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 26 PREDICTIVE MAINTENANCE SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
      • 7.4.2.3 Consulting
    • TABLE 27 PREDICTIVE MAINTENANCE CONSULTING SERVICES MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 28 PREDICTIVE MAINTENANCE CONSULTING SERVICES MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
    • 7.4.3 MANAGED SERVICES
    • TABLE 29 PREDICTIVE MAINTENANCE MANAGED SERVICES MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 30 PREDICTIVE MAINTENANCE MANAGED SERVICES MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)

8 PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE

  • 8.1 INTRODUCTION
  • 8.2 DEPLOYMENT MODE: COVID-19 IMPACT
    • FIGURE 30 CLOUD DEPLOYMENT TO WITNESS A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 31 PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 32 PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
  • 8.3 CLOUD
    • 8.3.1 CLOUD: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • FIGURE 31 HYBRID CLOUD TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 33 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY TYPE, 2014-2019 (USD MILLION)
    • TABLE 34 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 35 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 36 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
    • 8.3.2 PUBLIC CLOUD
    • TABLE 37 PREDICTIVE MAINTENANCE PUBLIC CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 38 PREDICTIVE MAINTENANCE PUBLIC CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
    • 8.3.3 PRIVATE CLOUD
    • TABLE 39 PREDICTIVE MAINTENANCE PRIVATE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 40 PREDICTIVE MAINTENANCE PRIVATE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
    • 8.3.4 HYBRID CLOUD
    • TABLE 41 PREDICTIVE MAINTENANCE HYBRID CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 42 PREDICTIVE MAINTENANCE HYBRID CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
  • 8.4 ON-PREMISES
    • 8.4.1 ON-PREMISES: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 43 PREDICTIVE MAINTENANCE ON-PREMISE DEPLOYMENT MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 44 PREDICTIVE MAINTENANCE ON-PREMISE DEPLOYMENT MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)

9 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE

  • 9.1 INTRODUCTION
  • 9.2 ORGANIZATION SIZE: COVID-19 IMPACT
    • FIGURE 32 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 45 PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 46 PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE MODE, 2020-2025 (USD MILLION)
  • 9.3 LARGE ENTERPRISES
    • 9.3.1 LARGE ENTERPRISES: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 47 PREDICTIVE MAINTENANCE MARKET SIZE IN LARGE ENTERPRISES, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 48 PREDICTIVE MAINTENANCE MARKET SIZE IN LARGE ENTERPRISES, BY REGION, 2020-2025 (USD MILLION)
  • 9.4 SMALL AND MEDIUM-SIZED ENTERPRISES
    • 9.4.1 SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 49 PREDICTIVE MAINTENANCE MARKET SIZE IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 50 PREDICTIVE MAINTENANCE MARKET SIZE IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2020-2025 (USD MILLION)

10 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL

  • 10.1 INTRODUCTION
  • 10.2 VERTICAL: COVID-19 IMPACT
    • FIGURE 33 ENERGY AND UTILITIES VERTICAL TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 51 PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 52 PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020-2025 (USD MILLION)
  • 10.3 GOVERNMENT AND DEFENSE
    • 10.3.1 GOVERNMENT AND DEFENSE: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 53 PREDICTIVE MAINTENANCE MARKET SIZE IN GOVERNMENT AND DEFENSE VERTICAL, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 54 PREDICTIVE MAINTENANCE MARKET SIZE IN GOVERNMENT AND DEFENSE VERTICAL, BY REGION, 2020-2025 (USD MILLION)
  • 10.4 MANUFACTURING
    • 10.4.1 MANUFACTURING: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 55 PREDICTIVE MAINTENANCE MARKET SIZE IN MANUFACTURING VERTICAL, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 56 PREDICTIVE MAINTENANCE MARKET SIZE IN MANUFACTURING VERTICAL, BY REGION, 2020-2025 (USD MILLION)
  • 10.5 ENERGY AND UTILITIES
    • 10.5.1 ENERGY AND UTILITIES: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 57 PREDICTIVE MAINTENANCE MARKET SIZE IN ENERGY AND UTILITIES VERTICAL, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 58 PREDICTIVE MAINTENANCE MARKET SIZE IN ENERGY AND UTILITIES VERTICAL, BY REGION, 2020-2025 (USD MILLION)
  • 10.6 TRANSPORTATION AND LOGISTICS
    • 10.6.1 TRANSPORTATION AND LOGISTICS: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 59 PREDICTIVE MAINTENANCE MARKET SIZE IN TRANSPORTATION AND LOGISTICS VERTICAL, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 60 PREDICTIVE MAINTENANCE MARKET SIZE IN TRANSPORTATION AND LOGISTICS VERTICAL, BY REGION, 2020-2025 (USD MILLION)
  • 10.7 HEALTHCARE AND LIFE SCIENCES
    • 10.7.1 HEALTHCARE AND LIFE SCIENCES: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • TABLE 61 PREDICTIVE MAINTENANCE MARKET SIZE IN HEALTHCARE AND LIFE SCIENCES VERTICAL, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 62 PREDICTIVE MAINTENANCE MARKET SIZE IN HEALTHCARE AND LIFE SCIENCES VERTICAL, BY REGION, 2020-2025 (USD MILLION)
  • 10.8 OTHERS
    • TABLE 63 PREDICTIVE MAINTENANCE MARKET SIZE IN OTHER VERTICALS, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 64 PREDICTIVE MAINTENANCE MARKET SIZE IN OTHER VERTICALS, BY REGION, 2020-2025 (USD MILLION)

11 PREDICTIVE MAINTENANCE MARKET, BY REGION

  • 11.1 INTRODUCTION
    • FIGURE 34 JAPAN TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • FIGURE 35 ASIA PACIFIC TO EXPERIENCE THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 65 PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 66 PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2020-2025 (USD MILLION)
  • 11.2 NORTH AMERICA
    • 11.2.1 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • 11.2.2 NORTH AMERICA: COVID-19 EFFECT
    • FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 67 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 68 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 69 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2014-2019 (USD MILLION)
    • TABLE 70 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2020-2025 (USD MILLION)
    • TABLE 71 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014-2019 (USD MILLION)
    • TABLE 72 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020-2025 (USD MILLION)
    • TABLE 73 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2014-2019 (USD MILLION)
    • TABLE 74 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2020-2025 (USD MILLION)
    • TABLE 75 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 76 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 77 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014-2019 (USD MILLION)
    • TABLE 78 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020-2025 (USD MILLION)
    • TABLE 79 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 80 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • TABLE 81 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 82 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020-2025 (USD MILLION)
    • TABLE 83 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 84 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020-2025 (USD MILLION)
    • 11.2.3 UNITED STATES
    • TABLE 85 UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 86 UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 87 UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 88 UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 89 UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 90 UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.2.4 CANADA
    • TABLE 91 CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 92 CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 93 CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 94 CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 95 CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 96 CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
  • 11.3 EUROPE
    • 11.3.1 EUROPE: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • 11.3.2 EUROPE: COVID-19 EFFECT
    • TABLE 97 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 98 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 99 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014-2019 (USD MILLION)
    • TABLE 100 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020-2025 (USD MILLION)
    • TABLE 101 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014-2019 (USD MILLION)
    • TABLE 102 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020-2025 (USD MILLION)
    • TABLE 103 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014-2019 (USD MILLION)
    • TABLE 104 EUROPE PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2020-2025 (USD MILLION)
    • TABLE 105 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 106 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 107 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014-2019 (USD MILLION)
    • TABLE 108 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020-2025 (USD MILLION)
    • TABLE 109 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 110 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • TABLE 111 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 112 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020-2025 (USD MILLION)
    • TABLE 113 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 114 EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020-2025 (USD MILLION)
    • 11.3.3 UNITED KINGDOM
    • TABLE 115 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 116 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 117 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 118 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 119 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 120 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.3.4 GERMANY
    • TABLE 121 GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 122 GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 123 GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 124 GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 125 GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 126 GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.3.5 FRANCE
    • TABLE 127 FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 128 FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 129 FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 130 FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 131 FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 132 FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.3.6 ITALY
    • TABLE 133 ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 134 ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 135 ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 136 ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 137 ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 138 ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.3.7 REST OF EUROPE
    • TABLE 139 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 140 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 141 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 142 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 143 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 144 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
  • 11.4 ASIA PACIFIC
    • 11.4.1 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • 11.4.2 ASIA PACIFIC: COVID-19 EFFECT
    • FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT
    • TABLE 145 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 146 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 147 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014-2019 (USD MILLION)
    • TABLE 148 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020-2025 (USD MILLION)
    • TABLE 149 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014-2019 (USD MILLION)
    • TABLE 150 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020-2025 (USD MILLION)
    • TABLE 151 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014-2019 (USD MILLION)
    • TABLE 152 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2020-2025 (USD MILLION)
    • TABLE 153 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 154 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 155 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014-2019 (USD MILLION)
    • TABLE 156 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020-2025 (USD MILLION)
    • TABLE 157 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 158 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • TABLE 159 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 160 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020-2025 (USD MILLION)
    • TABLE 161 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 162 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020-2025 (USD MILLION)
    • 11.4.3 CHINA
    • TABLE 163 CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 164 CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 165 CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 166 CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 167 CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 168 CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION) 165
    • 11.4.4 JAPAN
    • TABLE 169 JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 170 JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 171 JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 172 JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 173 JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 174 JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.4.5 INDIA
    • TABLE 175 INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 176 INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 177 INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 178 INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 179 INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 180 INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.4.6 REST OF ASIA PACIFIC
    • TABLE 181 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 182 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 183 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 184 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 185 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 186 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
  • 11.5 MIDDLE EAST & AFRICA
    • 11.5.1 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • 11.5.2 MIDDLE EAST AND AFRICA: COVID-19 EFFECT
    • TABLE 187 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 188 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 189 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014-2019 (USD MILLION)
    • TABLE 190 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020-2025 (USD MILLION)
    • TABLE 191 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014-2019 (USD MILLION)
    • TABLE 192 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020-2025 (USD MILLION)
    • TABLE 193 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014-2019 (USD MILLION)
    • TABLE 194 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2020-2025 (USD MILLION)
    • TABLE 195 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 196 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 197 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014-2019 (USD MILLION)
    • TABLE 198 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020-2025 (USD MILLION)
    • TABLE 199 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 200 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • TABLE 201 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 202 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020-2025 (USD MILLION)
    • TABLE 203 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 204 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020-2025 (USD MILLION)
    • 11.5.3 ISRAEL
    • TABLE 205 ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 206 ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 207 ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 208 ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 209 ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 210 ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.5.4 UNITED ARAB EMIRATES
    • TABLE 211 UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 212 UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 213 UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 214 UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 215 UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 216 UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.5.5 REST OF MIDDLE EAST AFRICA
    • TABLE 217 REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 218 REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 219 REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 220 REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 221 REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 222 REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
  • 11.6 LATIN AMERICA
    • 11.6.1 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET DRIVERS
    • 11.6.2 LATIN AMERICA: COVID-19 EFFECT
    • TABLE 223 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 224 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 225 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014-2019 (USD MILLION)
    • TABLE 226 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020-2025 (USD MILLION)
    • TABLE 227 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014-2019 (USD MILLION)
    • TABLE 228 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020-2025 (USD MILLION)
    • TABLE 229 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014-2019 (USD MILLION)
    • TABLE 230 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2020-2025 (USD MILLION)
    • TABLE 231 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 232 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 233 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014-2019 (USD MILLION)
    • TABLE 234 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020-2025 (USD MILLION)
    • TABLE 235 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 236 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • TABLE 237 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 238 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020-2025 (USD MILLION)
    • TABLE 239 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 240 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020-2025 (USD MILLION)
    • 11.6.3 BRAZIL
    • TABLE 241 BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 242 BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 243 BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 244 BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 245 BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 246 BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.6.4 MEXICO
    • TABLE 247 MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 248 MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 249 MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 250 MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 251 MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 252 MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)
    • 11.6.5 REST OF LATIN AMERICA
    • TABLE 253 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 254 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020-2025 (USD MILLION)
    • TABLE 255 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014-2019 (USD MILLION)
    • TABLE 256 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2025 (USD MILLION)
    • TABLE 257 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 258 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2025 (USD MILLION)

12 COMPETITIVE LANDSCAPE

  • 12.1 OVERVIEW
  • 12.2 COMPETITIVE LEADERSHIP MAPPING
    • 12.2.1 VISIONARIES
    • 12.2.2 INNOVATORS
    • 12.2.3 DYNAMIC DIFFERENTIATORS
    • 12.2.4 EMERGING COMPANIES
    • FIGURE 38 PREDICTIVE MAINTENANCE MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2018
  • 12.3 STRENGTH OF PRODUCT PORTFOLIO
    • FIGURE 39 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN PREDICTIVE MAINTENANCE MARKET
  • 12.4 BUSINESS STRATEGY EXCELLENCE
    • FIGURE 40 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN PREDICTIVE MAINTENANCE MARKET
    • FIGURE 41 KEY PLAYERS OF THE PREDICTIVE MAINTENANCE MARKET, 2018
  • 12.5 COMPETITIVE LEADERSHIP MAPPING (START-UPS)
    • 12.5.1 PROGRESSIVE COMPANIES
    • 12.5.2 RESPONSIVE COMPANIES
    • 12.5.3 DYNAMIC COMPANIES
    • 12.5.4 STARTING BLOCKS
    • FIGURE 42 PREDICTIVE MAINTENANCE MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, FOR STARTUPS, 2018
  • 12.6 STRENGTH OF PRODUCT PORTFOLIO (STARTUPS)
    • FIGURE 43 STRENGTH OF PRODUCT PORTFOLIO (START-UPS) OF TOP PLAYERS IN PREDICTIVE MAINTENANCE MARKET
  • 12.7 BUSINESS STRATEGY EXCELLENCE (START-UPS)
    • FIGURE 44 BUSINESS STRATEGY EXCELLENCE (START-UPS) OF TOP PLAYERS IN PREDICTIVE MAINTENANCE MARKET

13 COMPANY PROFILES

  • 13.1 INTRODUCTION

(Business Overview, Products Offered, Recent Developments, SWOT Analysis, and MNM View)**

  • 13.2 IBM
    • FIGURE 45 IBM: COMPANY SNAPSHOT
    • FIGURE 46 SWOT ANALYSIS: IBM
  • 13.3 MICROSOFT
    • FIGURE 47 MICROSOFT: COMPANY SNAPSHOT
    • FIGURE 48 SWOT ANALYSIS: MICROSOFT
  • 13.4 SAP
    • FIGURE 49 SAP: COMPANY SNAPSHOT
    • FIGURE 50 SWOT ANALYSIS: SAP
  • 13.5 GE
    • FIGURE 51 GE: COMPANY SNAPSHOT
    • FIGURE 52 SWOT ANALYSIS: GE
  • 13.6 SCHNEIDER ELECTRIC
    • FIGURE 53 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT
    • FIGURE 54 SWOT ANALYSIS: SCHNEIDER ELECTRIC
  • 13.7 HITACHI
    • FIGURE 55 HITACHI: COMPANY SNAPSHOT
  • 13.8 PTC
    • FIGURE 56 PTC: COMPANY SNAPSHOT
  • 13.9 SOFTWARE AG
    • FIGURE 57 SOFTWARE AG: COMPANY SNAPSHOT
  • 13.10 SAS INSTITUTE
    • FIGURE 58 SAS INSTITUTE: COMPANY SNAPSHOT
  • 13.11 TIBCO SOFTWARE
  • 13.12 C3.AI
  • 13.13 UPTAKE
  • 13.14 SOFTWEB SOLUTIONS
  • 13.15 ASYSTOM
  • 13.16 ECOLIBRIUM ENERGY
  • 13.17 FIIX SOFTWARE
  • 13.18 OPEX GROUP
  • 13.19 DINGO
  • 13.20 SIGMA INDUSTRIAL PRECISION
  • 13.21 GOOGLE
  • 13.22 ORACLE
  • 13.23 HPE
  • 13.24 AWS
  • 13.25 MICRO FOCUS
  • 13.26 SPLUNK
  • 13.27 ALTAIR
  • 13.28 RAPIDMINER
  • 13.29 SEEBO

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

14 ADJACENT AND RELATED MARKETS

  • 14.1 INTRODUCTION
  • 14.2 AI IN IOT MARKET
    • 14.2.1 INTRODUCTION
    • TABLE 259 AI IN IOT MARKET SIZE, BY REGION, 2017-2024 (USD MILLION)
    • TABLE 260 AI IN IOT MARKET SIZE, BY VERTICAL, 2017-2024 (USD MILLION)
    • TABLE 261 AI IN IOT MARKET SIZE, BY COMPONENT, 2017-2024 (USD MILLION)
    • TABLE 262 AI IN IOT MARKET SIZE, TECHNOLOGY, 2017-2024 (USD MILLION)
    • TABLE 263 MANUFACTURING MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION)
    • TABLE 264 ENERGY AND UTILITIES MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION)
    • TABLE 265 TRANSPORTATION AND MOBILITY MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION)
    • TABLE 266 BANKING, FINANCIAL SERVICES, AND INSURANCE MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION)
    • TABLE 267 GOVERNMENT AND DEFENSE MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION)
    • TABLE 268 RETAIL MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION)
    • TABLE 269 HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2017-2024 (USD MILLION)
    • TABLE 270 NORTH AMERICA: AI IN IOT MARKET SIZE, BY VERTICAL, 2017-2024 (USD MILLION)
    • TABLE 271 EUROPE: AI IN IOT MARKET SIZE, BY VERTICAL, 2017-2024 (USD MILLION)
    • TABLE 272 ASIA PACIFIC: AI IN IOT MARKET SIZE, BY VERTICAL, 2017-2024 (USD MILLION)
    • TABLE 273 MIDDLE EAST AND AFRICA: AI IN IOT MARKET SIZE, BY VERTICAL, 2017-2024 (USD MILLION)
    • TABLE 274 LATIN AMERICA: AI IN IOT MARKET SIZE, BY VERTICAL, 2017-2024 (USD MILLION)
  • 14.3 EDGE AI SOFTWARE MARKET
    • 14.3.1 INTRODUCTION
    • TABLE 275 EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • TABLE 276 EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016-2023 (USD MILLION)
    • TABLE 277 EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2016-2023 (USD MILLION)
    • TABLE 278 EDGE AI SOFTWARE SOLUTIONS MARKET SIZE, BY TYPE, 2016-2023 (USD MILLION)
    • TABLE 279 EDGE AI SOFTWARE SERVICES MARKET SIZE, BY TYPE, 2016-2023 (USD MILLION)
    • TABLE 280 EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016-2023 (USD MILLION)
    • TABLE 281 EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
    • TABLE 282 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016-2023 (USD MILLION)
    • TABLE 283 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
    • TABLE 284 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016-2023 (USD MILLION)
    • TABLE 285 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
    • TABLE 286 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016-2023 (USD MILLION)
    • TABLE 287 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
    • TABLE 288 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016-2023 (USD MILLION)
    • TABLE 289 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
    • TABLE 290 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016-2023 (USD MILLION)
    • TABLE 291 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
  • 14.4 ENERGY AND UTILITIES ANALYTICS MARKET
    • 14.4.1 INTRODUCTION
    • TABLE 292 ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY REGION, 2018-2025 (USD MILLION)
    • TABLE 293 ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2025 (USD MILLION)
    • TABLE 294 ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2025 (USD MILLION)
    • TABLE 295 SOLUTIONS: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY TYPE, 2018-2025 (USD MILLION)
    • TABLE 296 ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY SERVICE, 2018-2025 (USD MILLION)
    • TABLE 297 PROFESSIONAL SERVICE MARKET SIZE, BY TYPE, 2018-2025 (USD MILLION)
    • TABLE 298 ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2025 (USD MILLION)
    • TABLE 299 ENERGY AND UTILITIES CLOUD ANALYTICS MARKET SIZE, BY TYPE, 2018-2025 (USD MILLION)
    • TABLE 300 ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2025 (USD MILLION)
    • TABLE 301 ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2025 (USD MILLION)
    • TABLE 302 ENERGY ANALYTICS MARKET SIZE, BY TYPE, 2018-2025 (USD MILLION)
    • TABLE 303 UTILITIES ANALYTICS MARKET SIZE, BY TYPE, 2018-2025 (USD MILLION)
    • TABLE 304 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2025 (USD MILLION)
    • TABLE 305 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2025 (USD MILLION)
    • TABLE 306 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2025 (USD MILLION)
    • TABLE 307 MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2025 (USD MILLION)
    • TABLE 308 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2025 (USD MILLION)
  • 14.5 IOT ANALYTICS MARKET
    • 14.5.1 INTRODUCTION
    • TABLE 309 IOT ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION)
    • TABLE 310 IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015-2022 (USD MILLION)
    • TABLE 311 IOT ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD MILLION)
    • TABLE 312 IOT ANALYTICS MARKET SIZE, BY SOFTWARE, 2015-2022 (USD MILLION)
    • TABLE 313 SERVICES: IOT ANALYTICS MARKET SIZE, BY TYPE, 2015-2022 (USD MILLION)
    • TABLE 314 PROFESSIONAL SERVICES: IOT ANALYTICS MARKET SIZE, BY TYPE, 2015-2022 (USD MILLION)
    • TABLE 315 IOT ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2015-2022 (USD MILLION)
    • TABLE 316 IOT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION)
    • TABLE 317 IOT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION)
    • TABLE 318 IOT ANALYTICS MARKET SIZE, BY APPLICATION, 2015-2022 (USD MILLION)
    • TABLE 319 NORTH AMERICA: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015-2022 (USD MILLION)
    • TABLE 320 EUROPE: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015-2022 (USD MILLION)
    • TABLE 321 ASIA PACIFIC: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015-2022 (USD MILLION)
    • TABLE 322 MIDDLE EAST AND AFRICA: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015-2022 (USD MILLION)
    • TABLE 323 LATIN AMERICA: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015-2022 (USD MILLION)

15 APPENDIX

  • 15.1 INDUSTRY EXCERPTS
  • 15.2 DISCUSSION GUIDE
  • 15.3 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 15.4 AVAILABLE CUSTOMIZATIONS
  • 15.5 RELATED REPORTS
  • 15.6 AUTHOR DETAILS 286