Predictive Maintenance Market

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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

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Report Code: TC 4154 Apr, 2021, by marketsandmarkets.com

[276 Pages Report] The global predictive maintenance market size is expected 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 market include the increasing use of emerging technologies to gain valuable insights, and the growing need to reduce maintenance cost and downtime.

Predictive Maintenance Market

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COVID-19 Impact on Global Predictive Maintenance Market

COVID-19 would have an impact on all the elements of the technology sector. Global ICT spending is estimated to decline by 4%–5% by the end of 2020. The hardware business is predicted to have the most impact on the IT industry. Due to the slowdown of hardware supply and reduced manufacturing capacity, the IT infrastructure growth has slowed down. Businesses providing solutions and services are also expected to slow down for a short span of time. However, the adoption of collaborative applications, analytics, security solutions, and AI is set to increase in the remaining part of the year.

In a short time, the COVID-19 outbreak has affected markets and customers' behavior and has a substantial impact on economies and societies. With offices, educational institutions, and manufacturing facilities shutting down for an indefinite period; major sports and events being postponed; and work-from-home and social distancing policies in effect, businesses are increasingly looking for technologies to assist them through these difficult times. Analytics professionals, business intelligence professionals, and professionals providing expertise in more advanced analytics such as AI and ML have been called for their expertise to help executives make business decisions on how to respond to the new business challenges caused by the COVID-19 outbreak.

Market Dynamics

Driver:  Growing need to reduce maintenance cost and downtime

Companies are leveraging AI and ML technologies to achieve incredible precision, accuracy, and speed over traditional business intelligence tools to analyze IoT data. With the advent of predictive maintenance, enterprises can make operational predictions up to 20 times faster and with greater accuracy than threshold-based monitoring systems. In various verticals, such as industrial manufacturing or offshore oil and gas, unplanned downtime arising from equipment breakdown can cost money. AI-based IoT solutions offer enterprises predictive maintenance applications to predict equipment failure ahead of time. As industrial customers become increasingly aware of the growing maintenance costs and downtime caused by unexpected machinery failures, predictive maintenance solutions are gaining even more traction. Predictive maintenance-based solutions help enterprises identify patterns in constant streams of data to predict equipment failure.  

Restraint: Lack of skilled workforce

Trained workers are required to handle the latest software systems to deploy AI-based IoT technologies and skillsets. Hence, the existing workers are required to be trained on how to operate new and upgraded systems. Moreover, industries are dynamic toward adopting new technologies; however, they are facing a shortage of highly skilled workforce and proficient workers. As most of the global vendors are organizing predictive maintenance projects, the demand for a highly skilled workforce is increasing. Companies need to acquire expertise in areas, such as cybersecurity, networking, and applications. Moreover, they seek to use IoT data for predicting outcomes, preventing failures, optimizing operations, developing new products, providing advanced analytics competency, which includes AI and ML, these technologies would play a critical role in the overall reduction of operational cost. Moreover, with enterprises integrating AI in IoT, there would be a growing need for operational intelligence-oriented data analyst teams to handle huge amounts of data generated from IoT devices.

Opportunity: Real-time condition monitoring to assist in taking prompt actions

Improved asset management is increasingly needed across almost every vertical. Solution providers equipped with AI and ML can collect and turn the vast amount of customer-related data into meaningful insights, as IoT generates a huge amount of data from connected devices. AI can also be integrated with the IoT devices to optimize various aspects of service delivery, such as predictive maintenance and quality assessment, without the need for any human intervention. The real-time inputs from sensors, actuators, and other control parameters would not only predict embryonic asset failures, but also help companies monitor in real-time and take prompt actions.

Challenge: Companies’ concern over data security and privacy issues

The predictive maintenance market has huge growth potential; however, maintaining data security and privacy is a key challenge that market players may face in the coming years. Data generated by these devices is also expected to increase in volumes, as the number of connected devices is growing. Companies can misuse the data to determine their rivals' business strategies and production schedules automatically and to hack and take control of machines. The reason for the upsurge in security and privacy issues is the unavailability of resources to implement AI techniques on IoT devices. The security challenges in IoT include insufficient authentication and authorization, uncertain network services, lack of transport encryption, poor security configuration problems, and weak physical security

Among verticals, the energy and utilities segment to grow at the highest CAGR during the forecast period

Predictive maintenance market is segmented based on verticals. The verticals include government and defense, manufacturing, transportation and logistics, energy and utilities, healthcare and life sciences, and others (agriculture, telecom, media, and retail). The energy and utilities segment is the fastest-growing segment in the predictive maintenance market due to the growing demand for power-usage analytics applications. The ability of standalone solutions to identify asset monitoring problems in advance and perform repairs that minimizes disruption to energy production would drive the growth of predictive maintenance market.

Deployment via the cloud to grow at a rapid pace during the forecast period

Most of the vendors in the predictive maintenance market offer cloud-based maintenance solutions to gain maximum profits and effectively automate the equipment maintenance process. The adoption of cloud-based predictive maintenance solutions is expected to grow, mainly due to their benefits, such as easy maintenance of generated data, cost-effectiveness, scalability, and effective management.

North America to hold the largest market size during the forecast period

North America is expected to hold the largest market size in the global predictive maintenance market, while Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. In APAC, the highest growth rate can be attributed to the massive investments made by private and public sectors for enhancing their maintenance solutions, resulting in an increased demand for predictive maintenance solutions used for automating the maintenance and plant safety process. North America is expected to be the leading region in terms of adopting and developing predictive maintenance. The rising investments in emerging technologies such as IoT, AI, ML, the increasing presence of predictive maintenance vendors, and growing government support for regulatory compliance are the major factors expected to contribute to the market growth during the forecast period.

Predictive Maintenance Market by Region

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Key Market Players

The predictive maintenance solution and service vendors have implemented various types of organic as well as inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions, to strengthen their offerings in the 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 Software (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), ReliaSol (Netherlands), and Seebo (Israel).

The study includes an in-depth competitive analysis of these key players in the predictive maintenance market with their company profiles, recent developments, and key market strategies.

Scope of the Report

Report Metric

Details

Market size available for years

2014–2025

Base year considered

2019

Forecast period

2020–2025

Forecast units

 USD Million

Segments covered

Component, deployment mode, organization size, industry vertical, and region

Geographies covered

North America, Europe, APAC, Latin America, and MEA

Companies covered

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 Software (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), ReliaSol (Netherlands), and Seebo (Israel)

This research report categorizes the predictive maintenance market based on components, deployment modes, organization size, verticals, and regions.

By component:

  • Software
    • Integrated
    • Standalone
  • Services
    • Managed Services
    • Professional Services
      • System Integration
      • Support and Maintenance
      • Consulting

By deployment mode:

  • Cloud
    • Public Cloud
    • Private Cloud
    • Hybrid Cloud
  • On-premise

By organization size:

  • Large Enterprises
  • Small and Medium-sized Enterprises (SMEs)

By vertical:

  • Government and Defense
  • Manufacturing
  • Energy and Utilities
  • Transportation and Logistics
  • Healthcare and Life Sciences
  • Others (Agriculture, Telecom, Media, and Retail)

By region:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Rest of Europe                 
  • APAC
    • China
    • Japan
    • India
    • Rest of APAC
  • MEA
    • Israel 
    • UAE
    • Rest of MEA
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America

Recent Developments:

  • In June 2020, PTC enhanced ThingWorx Industrial IoT platform to accelerate Industrial IoT deployments across the enterprise value chain. ThingWorx 9.0 would deliver new and expanded features to help industrial companies create, implement, customize, and scale their solutions.
  • In September 2019, GE Digital enhanced its software portfolio that made it possible for companies to more easily and effectively operate their plants, analyze industrial data, and optimize their operations. The product updates include the Predix Essentials solution, which would make it easier for industrial companies to connect, visualize, and analyze their data and reduce waste, lower costs, and increase performance.
  • In May 2019, Microsoft collaborated with NXP Semiconductors to bring AI and ML capabilities for anomaly detection to Azure IoT users. The two companies jointly launched a new Anomaly Detection Solution for Azure IoT. The solution included predictive maintenance features for rotating components, presence detection, and intrusion detection for preventing failures and reducing downtime to enhance productivity and system safety.
  • In March 2019, TIBCO Software announced that it acquired SnappyData, a high-performance in-memory data platform for mixed workload applications. This acquisition will complement the TIBCO Connected Intelligence platform with a unified analytics data fabric that enhances analytics, data science, streaming, and data management for various use cases requiring speed, volume, and agility.
  • In February 2019, IBM launched a new portfolio of IoT solutions that team AI and advanced analytics to help asset-intensive organizations, such as the Metropolitan Atlanta Rapid Transit Authority (MARTA), to improve maintenance strategies. The solution was designed to help organizations to lower costs and reduce the risk of failure from physical assets such as vehicles, manufacturing robots, turbines, mining equipment, elevators, and electrical transformers. The solution named IBM Maximo Asset Performance Management (APM) solutions were designed to collect data from physical assets in near real-time and provide insights on current operating conditions, predict potential issues, identify problems and offer repair recommendations.
  • In February 2019, PTC announced the availability of a new version of its award-winning ThingWorx Industrial Internet of Things (IIoT) solution platform. The company enhanced its ThingWorx platform by introducing new capabilities, including Operator Advisor, designed to increase the productivity of factory workers by simplifying the way critical operational data is collected, synthesized, and delivered.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 29)
    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 (Page No. - 39)
    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 MARKET
        FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE 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 (Page No. - 48)
  TABLE 3 PREDICTIVE MAINTENANCE MARKET SIZE AND GROWTH RATE, 2014–2019 (USD MILLION, Y-O-Y %)
  TABLE 4 MARKET SIZE AND GROWTH RATE, 2019–2025 (USD MILLION, Y-O-Y %)
  FIGURE 11 MARKET, BY COMPONENT
  FIGURE 12 MARKET SHARE, BY SOLUTION, 2020
  FIGURE 13 MARKET, BY SERVICE
  FIGURE 14 MARKET SHARE, BY PROFESSIONAL SERVICE, 2020
  FIGURE 15 MARKET SNAPSHOT, BY DEPLOYMENT MODE, 2020
  FIGURE 16 MARKET SNAPSHOT, BY CLOUD TYPE, 2020
  FIGURE 17 MARKET SHARE, BY ORGANIZATION SIZE, 2020
  FIGURE 18 MARKET SNAPSHOT, BY VERTICAL, 2020
  FIGURE 19 MARKET SNAPSHOT, BY REGION

4 PREMIUM INSIGHTS (Page No. - 54)
    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 MARKET: TOP THREE VERTICALS
        FIGURE 21 ENERGY AND UTILITIES VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
    4.3 MARKET: BY REGION
        FIGURE 22 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2019
    4.4 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 (Page No. - 56)
    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
           5.3.6 USE CASE: SCENARIO 6
           5.3.7 USE CASE: SCENARIO 7
           5.3.8 USE CASE: SCENARIO 8
    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 (Page No. - 69)
  FIGURE 25 MARKET TO WITNESS A MINOR DECLINE BETWEEN 2020 AND 2021

7 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT (Page No. - 71)
    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 MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        TABLE 6 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 (Page No. - 86)
    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 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 (Page No. - 95)
    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 MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        TABLE 46 MARKET SIZE, BY ORGANIZATION SIZE MODE, 2020–2025 (USD MILLION)
    9.3 LARGE ENTERPRISES
           9.3.1 LARGE ENTERPRISES: MARKET DRIVERS
                 TABLE 47 MARKET SIZE IN LARGE ENTERPRISES, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 48 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 MARKET SIZE IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 50 MARKET SIZE IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2020–2025 (USD MILLION)

10 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL (Page No. - 100)
     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 MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
          TABLE 52 MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
     10.3 GOVERNMENT AND DEFENSE
             10.3.1 GOVERNMENT AND DEFENSE: MARKET DRIVERS
                    TABLE 53 MARKET SIZE IN GOVERNMENT AND DEFENSE VERTICAL, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 54 MARKET SIZE IN GOVERNMENT AND DEFENSE VERTICAL, BY REGION, 2020–2025 (USD MILLION)
     10.4 MANUFACTURING
             10.4.1 MANUFACTURING: MARKET DRIVERS
                    TABLE 55 PREDICTIVE MAINTENANCE MARKET SIZE IN MANUFACTURING VERTICAL, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 56 MARKET SIZE IN MANUFACTURING VERTICAL, BY REGION, 2020–2025 (USD MILLION)
     10.5 ENERGY AND UTILITIES
             10.5.1 ENERGY AND UTILITIES: MARKET DRIVERS
                    TABLE 57 MARKET SIZE IN ENERGY AND UTILITIES VERTICAL, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 58 MARKET SIZE IN ENERGY AND UTILITIES VERTICAL, BY REGION, 2020–2025 (USD MILLION)
     10.6 TRANSPORTATION AND LOGISTICS
             10.6.1 TRANSPORTATION AND LOGISTICS: MARKET DRIVERS
                    TABLE 59 PREDICTIVE MAINTENANCE MARKET SIZE IN TRANSPORTATION AND LOGISTICS VERTICAL, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 60 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: MARKET DRIVERS
                    TABLE 61 MARKET SIZE IN HEALTHCARE AND LIFE SCIENCES VERTICAL, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 62 MARKET SIZE IN HEALTHCARE AND LIFE SCIENCES VERTICAL, BY REGION, 2020–2025 (USD MILLION)
     10.8 OTHERS
          TABLE 63 MARKET SIZE IN OTHER VERTICALS, BY REGION, 2014–2019 (USD MILLION)
          TABLE 64 MARKET SIZE IN OTHER VERTICALS, BY REGION, 2020–2025 (USD MILLION)

11 PREDICTIVE MAINTENANCE MARKET, BY REGION (Page No. - 112)
     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 MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 66 MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
     11.2 NORTH AMERICA
             11.2.1 NORTH AMERICA: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 69 NORTH AMERICA: MARKET SIZE, BY SOLUTIONS, 2014–2019 (USD MILLION)
                    TABLE 70 NORTH AMERICA: MARKET SIZE, BY SOLUTIONS, 2020–2025 (USD MILLION)
                    TABLE 71 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 72 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
                    TABLE 73 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICES, 2014–2019 (USD MILLION)
                    TABLE 74 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICES, 2020–2025 (USD MILLION)
                    TABLE 75 NORTH AMERICA: 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: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                    TABLE 78 NORTH AMERICA: MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
                    TABLE 79 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 80 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
                    TABLE 81 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 82 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
                    TABLE 83 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 84 NORTH AMERICA: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 87 UNITED STATES: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 88 UNITED STATES: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 89 UNITED STATES: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 90 UNITED STATES: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 93 CANADA: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 94 CANADA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 95 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 96 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
     11.3 EUROPE
             11.3.1 EUROPE: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 99 EUROPE: MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
                    TABLE 100 EUROPE: MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
                    TABLE 101 EUROPE: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 102 EUROPE: MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
                    TABLE 103 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 104 EUROPE MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
                    TABLE 105 EUROPE: 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: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                    TABLE 108 EUROPE: MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
                    TABLE 109 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 110 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
                    TABLE 111 EUROPE: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 112 EUROPE: MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
                    TABLE 113 EUROPE: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 114 EUROPE: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 117 UNITED KINGDOM: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 118 UNITED KINGDOM: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 119 UNITED KINGDOM: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 120 UNITED KINGDOM: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 123 GERMANY: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 124 GERMANY: MARKET SIZE, 2014–2019 (USD MILLION)
                    TABLE 128 FRANCE: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 129 FRANCE: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 130 FRANCE: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 131 FRANCE: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 132 FRANCE: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 135 ITALY: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 136 ITALY: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 137 ITALY: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 138 ITALY: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 141 REST OF EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 142 REST OF EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 143 REST OF EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 144 REST OF EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
     11.4 ASIA PACIFIC
             11.4.1 ASIA PACIFIC: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 147 ASIA PACIFIC: MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
                    TABLE 148 ASIA PACIFIC: MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
                    TABLE 149 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 150 ASIA PACIFIC: MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
                    TABLE 151 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 152 ASIA PACIFIC: MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
                    TABLE 153 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 154 ASIA PACIFIC: 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: MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
                    TABLE 157 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 158 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
                    TABLE 159 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 160 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
                    TABLE 161 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 162 ASIA PACIFIC: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 165 CHINA: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 166 CHINA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 167 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 168 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
             11.4.4 JAPAN
                    TABLE 169 JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 170 JAPAN: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 171 JAPAN: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 172 JAPAN: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 173 JAPAN: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 174 JAPAN: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 177 INDIA: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 178 INDIA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 179 INDIA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 180 INDIA: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 183 REST OF ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 184 REST OF ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 185 REST OF ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 186 REST OF ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
     11.5 MIDDLE EAST & AFRICA
             11.5.1 MIDDLE EAST AND AFRICA: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 189 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
                    TABLE 190 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
                    TABLE 191 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 192 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
                    TABLE 193 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 194 MIDDLE EAST AND AFRICA: MARKET SIZE, BY PROFESSIONAL SERVICES, 2020–2025 (USD MILLION)
                    TABLE 195 MIDDLE EAST AND AFRICA: 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: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                    TABLE 198 MIDDLE EAST AND AFRICA: MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
                    TABLE 199 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 200 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
                    TABLE 201 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 202 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
                    TABLE 203 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 204 MIDDLE EAST AND AFRICA: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 207 ISRAEL: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 208 ISRAEL: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 209 ISRAEL: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 210 ISRAEL: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 213 UNITED ARAB EMIRATES: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 214 UNITED ARAB EMIRATES: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 215 UNITED ARAB EMIRATES: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 216 UNITED ARAB EMIRATES: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 219 REST OF MIDDLE EAST AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 220 REST OF MIDDLE EAST AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 221 REST OF MIDDLE EAST AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 222 REST OF MIDDLE EAST AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
     11.6 LATIN AMERICA
             11.6.1 LATIN AMERICA: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 225 LATIN AMERICA: MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
                    TABLE 226 LATIN AMERICA: MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
                    TABLE 227 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 228 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
                    TABLE 229 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 230 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
                    TABLE 231 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 232 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 233 LATIN AMERICA: MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
                    TABLE 234 LATIN AMERICA: MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
                    TABLE 235 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 236 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
                    TABLE 237 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 238 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
                    TABLE 239 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 240 LATIN AMERICA: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 243 BRAZIL: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 244 BRAZIL: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 245 BRAZIL: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 246 BRAZIL: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 249 MEXICO: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 250 MEXICO: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 251 MEXICO: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 252 MEXICO: 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: MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
                    TABLE 255 REST OF LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
                    TABLE 256 REST OF LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
                    TABLE 257 REST OF LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 258 REST OF LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)

12 COMPETITIVE LANDSCAPE (Page No. - 184)
     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, 2020
     12.3 STRENGTH OF PRODUCT PORTFOLIO
          FIGURE 39 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN MARKET
     12.4 BUSINESS STRATEGY EXCELLENCE
          FIGURE 40 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN MARKET
          FIGURE 41 KEY PLAYERS OF THE 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 MARKET
     12.7 BUSINESS STRATEGY EXCELLENCE (START-UPS)
          FIGURE 44 BUSINESS STRATEGY EXCELLENCE (START-UPS) OF TOP PLAYERS IN MARKET

13 COMPANY PROFILES (Page No. - 192)
     13.1 INTRODUCTION
(Business overview, Products offered, Recent developments, SWOT analysis & 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 RELIASOL
     13.13 C3.AI
     13.14 UPTAKE
     13.15 SOFTWEB SOLUTIONS
     13.16 ASYSTOM
     13.17 ECOLIBRIUM ENERGY
     13.18 FIIX SOFTWARE
     13.19 OPEX GROUP
     13.20 DINGO
     13.21 SIGMA INDUSTRIAL PRECISION
     13.22 GOOGLE
     13.23 ORACLE
     13.24 HPE
     13.25 AWS
     13.26 MICRO FOCUS
     13.27 SPLUNK
     13.28 ALTAIR
     13.29 RAPIDMINER
     13.30 SEEBO

*Details on Business overview, Products offered, Recent developments, SWOT analysis & MnM View might not be captured in case of unlisted companies.

14 ADJACENT AND RELATED MARKETS (Page No. - 235)
     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 (Page No. - 266)
     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

The study involved four major activities in estimating the current market size of the predictive maintenance market. Extensive secondary research was done to collect information on the market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain through primary research. Both top-down and bottom-up approaches were used to estimate the total market size. After that, the market breakup and data triangulation procedures were used to estimate the market size of the segments and subsegments of the predictive maintenance market.

Secondary Research

In the secondary research process, various secondary sources, such as D&B Hoovers and Bloomberg BusinessWeek, have been referred to for identifying and collecting information for this study. Secondary sources included annual reports; press releases and investor presentations of companies; whitepapers, certified publications, and articles by recognized authors; gold standard and silver standard websites; Research and Development (R&D) organizations; regulatory bodies; and databases.

Primary Research

Various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief X Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and product development/innovation teams; related key executives from predictive maintenance solution vendors, system integrators, professional service providers, industry associations, and consultants; and key opinion leaders. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

The following is the breakup of primary profiles:

Predictive Maintenance Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Both top-down and bottom-up approaches were used to estimate and validate the total size of the predictive maintenance market. The top-down approach was used to derive the revenue contribution of top vendors and their offerings in the market. The bottom-up approach was used to arrive at the overall market size of the global market using key companies’ revenue and their offerings in the market. The research methodology used to estimate the market size includes the following:

  • The key players in the market were identified through extensive secondary research.
  • The market size, in terms of value, was determined through primary and secondary research processes.
  • All percentages, shares, and breakups were determined using secondary sources and verified through primary sources.

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation, and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Report Objectives

  • To define, segment, and project the global market size of the predictive maintenance market
  • To understand the structure of the predictive maintenance market by identifying its various subsegments
  • To provide detailed information about the key factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the growth of the market
  • To analyze micromarkets concerning individual growth trends, prospects, and contributions to the overall market
  • To analyze the market by component, deployment mode, organization size, vertical, and region
  • To project the size of the market and its submarkets, in terms of value, for North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To profile key players and comprehensively analyze their core competencies
  • To understand the competitive landscape and identify significant growth strategies adopted by players across key regions
  • To analyze competitive developments, such as expansions and funding, new product launches, mergers and acquisitions, strategic partnerships, and agreements, in the predictive maintenance market
  • To analyze the impact of COVID-19 pandemic on predictive maintenance market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product analysis

  • Product matrix provides a detailed comparison of the product portfolio of each company

Geographic analysis

  • Further breakup of the North American predictive maintenance market
  • Further breakup of the European market
  • Further breakup of the APAC market
  • Further breakup of the Latin American market
  • Further breakup of the MEA market

Company information

  • Detailed analysis and profiling of additional market players up to 5
COVID-19

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Benchmarking the rapid strategy shifts of the Top 100 companies in the Predictive Maintenance Market

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Report Code
TC 4154
Published ON
Apr, 2021
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