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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

July 2020 | 273 pages | ID: P4416C2676AEN
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“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.
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)
  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


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