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

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

“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.


  • INTRODUCTION
    • INTRODUCTION TO COVID-19
    • COVID-19 HEALTH ASSESSMENT
    • COVID-19 ECONOMIC ASSESSMENT
      • COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
    • OBJECTIVES OF THE STUDY
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED FOR THE STUDY
    • CURRENCY CONSIDERED
      • Table UNITED STATES DOLLAR EXCHANGE RATE, 2015–2017
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET BREAKUP AND DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • ASSUMPTIONS FOR THE STUDY
    • LIMITATIONS OF THE STUDY
  • EXECUTIVE SUMMARY
    • Table PREDICTIVE MAINTENANCE MARKET SIZE AND GROWTH RATE, 2014–2019 (USD MILLION, Y-O-Y %)
    • Table PREDICTIVE MAINTENANCE MARKET SIZE AND GROWTH RATE, 2019–2025 (USD MILLION, Y-O-Y %)
  • PREMIUM INSIGHTS
    • ATTRACTIVE MARKET OPPORTUNITIES IN THE PREDICTIVE MAINTENANCE MARKET
    • PREDICTIVE MAINTENANCE MARKET: TOP THREE VERTICALS
    • PREDICTIVE MAINTENANCE MARKET: BY REGION
    • PREDICTIVE MAINTENANCE MARKET IN NORTH AMERICA, BY COMPONENT AND TOP 3 VERTICAL
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
      • CUMULATIVE GROWTH ANALYSIS
    • USE CASES
      • USE CASE: SCENARIO 1
      • USE CASE: SCENARIO 2
      • USE CASE: SCENARIO 3
      • USE CASE: SCENARIO 4
      • USE CASE: SCENARIO 5
    • REGULATORY IMPLICATIONS
      • INTRODUCTION
      • GENERAL DATA PROTECTION REGULATION
      • HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
      • FEDERAL TRADE COMMISSION
      • FEDERAL COMMUNICATIONS COMMISSION
      • ISO/IEC STANDARDS
      • INDUSTRIAL INTERNET CONSORTIUM REFERENCE ARCHITECTURE
      • CEN/ISO
      • NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY
      • EPRIVACY
      • ANSI TAPPI TIP 0305-34:2008
      • MIMOSA
  • PREDICTIVE MAINTENANCE MARKET: COVID-19 IMPACT
  • PREDICTIVE MAINTENANCE MARKET, BY COMPONENT
    • INTRODUCTION
    • COMPONENT: COVID-19 IMPACT
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
    • SOLUTIONS
      • SOLUTIONS: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY TYPE, 2020–2025 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SOLUTIONS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
      • INTEGRATED
        • Table PREDICTIVE MAINTENANCE INTEGRATED SOLUTIONS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE INTEGRATED SOLUTIONS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
      • STANDALONE
        • Table PREDICTIVE MAINTENANCE STANDALONE SOLUTIONS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE STANDALONE SOLUTIONS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
    • SERVICES
      • SERVICES: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY TYPE, 2020–2025 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2020–2025 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SYSTEM INTEGRATION SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SYSTEM INTEGRATION SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE CONSULTING SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE CONSULTING SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
      • MANAGED SERVICES
        • Table PREDICTIVE MAINTENANCE MANAGED SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MANAGED SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
  • PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE
    • INTRODUCTION
    • DEPLOYMENT MODE: COVID-19 IMPACT
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
    • CLOUD
      • CLOUD: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY TYPE, 2020–2025 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
      • PUBLIC CLOUD
        • Table PREDICTIVE MAINTENANCE PUBLIC CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE PUBLIC CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
      • PRIVATE CLOUD
        • Table PREDICTIVE MAINTENANCE PRIVATE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE PRIVATE CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
      • HYBRID CLOUD
        • Table PREDICTIVE MAINTENANCE HYBRID CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE HYBRID CLOUD DEPLOYMENT MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
    • ON-PREMISES
      • ON-PREMISES: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE ON-PREMISE DEPLOYMENT MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE ON-PREMISE DEPLOYMENT MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
  • PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
    • ORGANIZATION SIZE: COVID-19 IMPACT
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE MODE, 2020–2025 (USD MILLION)
    • LARGE ENTERPRISES
      • LARGE ENTERPRISES: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN LARGE ENTERPRISES, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN LARGE ENTERPRISES, BY REGION, 2020–2025 (USD MILLION)
    • SMALL AND MEDIUM-SIZED ENTERPRISES
      • SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2020–2025 (USD MILLION)
  • PREDICTIVE MAINTENANCE MARKET, BY VERTICAL
    • INTRODUCTION
    • VERTICAL: COVID-19 IMPACT
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
    • GOVERNMENT AND DEFENSE
      • GOVERNMENT AND DEFENSE: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN GOVERNMENT AND DEFENSE VERTICAL, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN GOVERNMENT AND DEFENSE VERTICAL, BY REGION, 2020–2025 (USD MILLION)
    • MANUFACTURING
      • MANUFACTURING: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN MANUFACTURING VERTICAL, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN MANUFACTURING VERTICAL, BY REGION, 2020–2025 (USD MILLION)
    • ENERGY AND UTILITIES
      • ENERGY AND UTILITIES: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN ENERGY AND UTILITIES VERTICAL, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN ENERGY AND UTILITIES VERTICAL, BY REGION, 2020–2025 (USD MILLION)
    • TRANSPORTATION AND LOGISTICS
      • TRANSPORTATION AND LOGISTICS: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN TRANSPORTATION AND LOGISTICS VERTICAL, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN TRANSPORTATION AND LOGISTICS VERTICAL, BY REGION, 2020–2025 (USD MILLION)
    • HEALTHCARE AND LIFE SCIENCES
      • HEALTHCARE AND LIFE SCIENCES: PREDICTIVE MAINTENANCE MARKET DRIVERS
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN HEALTHCARE AND LIFE SCIENCES VERTICAL, BY REGION, 2014–2019 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET SIZE IN HEALTHCARE AND LIFE SCIENCES VERTICAL, BY REGION, 2020–2025 (USD MILLION)
    • OTHERS
      • Table PREDICTIVE MAINTENANCE MARKET SIZE IN OTHER VERTICALS, BY REGION, 2014–2019 (USD MILLION)
      • Table PREDICTIVE MAINTENANCE MARKET SIZE IN OTHER VERTICALS, BY REGION, 2020–2025 (USD MILLION)
  • PREDICTIVE MAINTENANCE MARKET, BY REGION
    • INTRODUCTION
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
      • Table PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET DRIVERS
      • NORTH AMERICA: COVID-19 EFFECT
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
        • Table NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
      • UNITED STATES
        • Table UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table UNITED STATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • CANADA
        • Table CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table CANADA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
    • EUROPE
      • EUROPE: PREDICTIVE MAINTENANCE MARKET DRIVERS
      • EUROPE: COVID-19 EFFECT
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
        • Table EUROPE PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
        • Table EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
      • UNITED KINGDOM
        • Table UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • GERMANY
        • Table GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table GERMANY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • FRANCE
        • Table FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table FRANCE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • ITALY
        • Table ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table ITALY: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
    • ASIA PACIFIC
      • ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET DRIVERS
      • ASIA PACIFIC: COVID-19 EFFECT
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
        • Table ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
      • CHINA
        • Table CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table CHINA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • JAPAN
        • Table JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table JAPAN: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • INDIA
        • Table INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table INDIA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET DRIVERS
      • MIDDLE EAST AND AFRICA: COVID-19 EFFECT
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
      • ISRAEL
        • Table ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table ISRAEL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • UNITED ARAB EMIRATES
        • Table UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table UNITED ARAB EMIRATES: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • REST OF MIDDLE EAST AFRICA
        • Table REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table REST OF MIDDLE EAST AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
    • LATIN AMERICA
      • LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET DRIVERS
      • LATIN AMERICA: COVID-19 EFFECT
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTION, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
        • Table LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table BRAZIL: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • MEXICO
        • Table MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table MEXICO: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
      • REST OF LATIN AMERICA
        • Table REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
        • Table REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
        • Table REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
        • Table REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
        • Table REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • COMPETITIVE LEADERSHIP MAPPING
      • VISIONARIES
      • INNOVATORS
      • DYNAMIC DIFFERENTIATORS
      • EMERGING COMPANIES
    • STRENGTH OF PRODUCT PORTFOLIO
    • BUSINESS STRATEGY EXCELLENCE
    • COMPETITIVE LEADERSHIP MAPPING (START-UPS)
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • STRENGTH OF PRODUCT PORTFOLIO (STARTUPS)
    • BUSINESS STRATEGY EXCELLENCE (START-UPS)
  • COMPANY PROFILES
    • INTRODUCTION
    • IBM
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • MICROSOFT
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • SAP
      • BUSINESS OVERVIEW
      • PRODUCTS AND SERVICES OFFERED
      • SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • GE
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • SCHNEIDER ELECTRIC
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • HITACHI
      • BUSINESS OVERVIEW
      • PLATFORMS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • PTC
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • SOFTWARE AG
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • SAS INSTITUTE
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • TIBCO SOFTWARE
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • C3.AI
    • UPTAKE
    • SOFTWEB SOLUTIONS
    • ASYSTOM
    • ECOLIBRIUM ENERGY
    • FIIX SOFTWARE
    • OPEX GROUP
    • DINGO
    • SIGMA INDUSTRIAL PRECISION
    • GOOGLE
    • ORACLE
    • HPE
    • AWS
    • MICRO FOCUS
    • SPLUNK
    • ALTAIR
    • RAPIDMINER
    • SEEBO
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • AI IN IOT MARKET
      • INTRODUCTION
        • Table AI IN IOT MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
        • Table AI IN IOT MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
        • Table AI IN IOT MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
        • Table AI IN IOT MARKET SIZE, TECHNOLOGY, 2017–2024 (USD MILLION)
        • Table MANUFACTURING MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
        • Table ENERGY AND UTILITIES MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
        • Table TRANSPORTATION AND MOBILITY MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
        • Table BANKING, FINANCIAL SERVICES, AND INSURANCE MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
        • Table GOVERNMENT AND DEFENSE MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
        • Table RETAIL MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
        • Table HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
        • Table NORTH AMERICA: AI IN IOT MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
        • Table EUROPE: AI IN IOT MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
        • Table ASIA PACIFIC: AI IN IOT MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: AI IN IOT MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
        • Table LATIN AMERICA: AI IN IOT MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
    • EDGE AI SOFTWARE MARKET
      • INTRODUCTION
        • Table EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2016–2023 (USD MILLION)
        • Table EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
        • Table EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION)
        • Table EDGE AI SOFTWARE SOLUTIONS MARKET SIZE, BY TYPE, 2016–2023 (USD MILLION)
        • Table EDGE AI SOFTWARE SERVICES MARKET SIZE, BY TYPE, 2016–2023 (USD MILLION)
        • Table EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION)
        • Table EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
        • Table NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
        • Table NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
        • Table EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
        • Table EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
        • Table ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
        • Table ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
        • Table LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
        • Table LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
    • ENERGY AND UTILITIES ANALYTICS MARKET
      • INTRODUCTION
        • Table ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
        • Table ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
        • Table ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
        • Table SOLUTIONS: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
        • Table ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)
        • Table PROFESSIONAL SERVICE MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
        • Table ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
        • Table ENERGY AND UTILITIES CLOUD ANALYTICS MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
        • Table ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
        • Table ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY VERTICAL, 2018–2025 (USD MILLION)
        • Table ENERGY ANALYTICS MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
        • Table UTILITIES ANALYTICS MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
        • Table NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
        • Table EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
        • Table ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
        • Table LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
    • IOT ANALYTICS MARKET
      • INTRODUCTION
        • Table IOT ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION)
        • Table IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2022 (USD MILLION)
        • Table IOT ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2022 (USD MILLION)
        • Table IOT ANALYTICS MARKET SIZE, BY SOFTWARE, 2015–2022 (USD MILLION)
        • Table SERVICES: IOT ANALYTICS MARKET SIZE, BY TYPE, 2015–2022 (USD MILLION)
        • Table PROFESSIONAL SERVICES: IOT ANALYTICS MARKET SIZE, BY TYPE, 2015–2022 (USD MILLION)
        • Table IOT ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2015–2022 (USD MILLION)
        • Table IOT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015–2022 (USD MILLION)
        • Table IOT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2022 (USD MILLION)
        • Table IOT ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2022 (USD MILLION)
        • Table NORTH AMERICA: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2022 (USD MILLION)
        • Table EUROPE: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2022 (USD MILLION)
        • Table ASIA PACIFIC: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2022 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2022 (USD MILLION)
        • Table LATIN AMERICA: IOT ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2022 (USD MILLION)
  • APPENDIX
    • INDUSTRY EXCERPTS
    • DISCUSSION GUIDE
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