Predictive Maintenance Market by Component (Solution and Service), by Deployment (Cloud and On-premises), by Technique (Vibration Monitoring, Electrical Testing, Oil Analysis, Ultrasonic Leak Detectors, Shock Pulse, Infrared, and Others), by End User (Manufacturing, Energy & Utilities, Aerospace & Defense, Transportation & Logistics, Government, Healthcare, and Others) – Global Opportunity Analysis and Industry Forecast, 2024–2030

Predictive Maintenance Market

Industry:  ICT & Media | Publish Date: Jan 2024 | No of Pages:  460 | No. Tables:  313 | No. Figures:  258

Market Definition

The global Predictive Maintenance Market size was valued at USD 5.93 billion in 2023, and is predicted to reach USD 32.30 billion by 2030, at a CAGR of 27.4% from 2024 to 2030. The predictive maintenance industry is revolutionizing maintenance strategies for industrial equipment through the integration of cutting-edge technologies. It relies on a combination of IoT sensors, AI-driven analytics, and data management systems to continuously monitor the conditions of equipment.

By analyzing factors, such as temperature, vibration, and performance metrics, it can predict the need and time for maintenance or servicing, effectively minimizing unplanned downtime. Predictive maintenance rely on machine learning algorithms that process large volumes of data to identify patterns and anomalies and improve accuracy over time. This approach not only reduces operational costs but also extends the shelf life of equipment, making them invaluable in industries reliant on complex machinery. 

However, challenges like initial investment and model accuracy could hamper the market growth. However, advancements in IoT, AI, and analytics, along with the integration of edge computing and 5G technology, are expected to further propel the growth and innovation of this dynamic industry.

According to a report by Deloitte in 2022, predictive maintenance (PdM) can reduce facility downtime by 5–15% and increase labor productivity by 5–20%. PdM also has a positive impact on operational sustainability by minimizing energy usage and wastage.

Rapid Adoption of Internet of Things (IoT) Influence the Predictive Maintenance Industry  

The Internet of Things (IoT) revolutionized the industry by enabling real-time data collection from machinery through sensors. Advanced analytics and AI algorithms process this data, predicting maintenance needs based on the condition of the equipment rather than fixed schedules.

This dynamic approach reduces unplanned downtime and associated costs. Additionally, IoT allows remote equipment monitoring and management, enhancing safety and extending asset lifespan. Embracing IoT-driven predictive maintenance gives companies a competitive edge, thereby revolutionizing operational efficiency and cost savings in industries worldwide.

With the launch of a new AI-based intelligent predictive maintenance IoT solution by Advantech Co., Ltd., and Actility S.A., for the rotating machinery that provides real-time and future health indices for multiple machines, which aid in smart resource allocation. The solution streamlines data processes and operates on LoRaWAN technology, a low-power, wide area networking protocol built on the LoRa radio modulation technique, for efficient communication between sensors.

 

Growing Demand for Affordable Maintenance Solutions for Cost-Cutting Measures

Operational optimization spurs the demand for cost-effective maintenance solutions within the predictive maintenance industry. This need for operational optimization arises from the universal goal of businesses to increase efficiency and reduce costs.

Predictive maintenance leverages advanced technologies, such as IoT sensors and AI algorithms, to gather real-time data and forecast maintenance needs accurately. This precision in timing ensures that resources, including labor, materials, and equipment, are allocated judiciously, leading to substantial cost savings. 

Moreover, predictive maintenance minimizes unplanned downtime, a significant disruptor of productivity and profitability, by preemptively identifying potential failures. By addressing issues before they escalate, businesses not only save on major repairs but also maintain a smooth production process.

Recently, Novity launched an IIoT solution that uses sensors and advanced algorithms to predict equipment health with over 90% accuracy, allowing for months of lead time. Predictive maintenance can help industrial manufacturers save USD 50 billion annually by reducing unplanned downtime.

In today's competitive business landscape, adopting cost-effective predictive maintenance solutions has become essential for businesses seeking to enhance their operational efficiency and gain a competitive edge. Industrial manufacturers can use IIoT solutions like Novity to reduce downtime, increase productivity, lower costs, and increase profits. 

High Initial Investment and Integration Complexities Inhibits the Market

The implementation of predictive maintenance systems often demands a substantial initial investment in technology, including sensors and software. This financial commitment can pose a hurdle for some organizations. Moreover, integrating these systems with existing infrastructure and software can be intricate, potentially necessitating specialized technical expertise.

Technological Advancements Create Ample Opportunities. 

Technological advancements, such as Artificial Intelligence (AI), cloud computing, Remaining Useful Life (RUL), and others have propelled the predictive maintenance industry into a new era of efficiency and effectiveness. AI is now employed to analyze vast amounts of data, identifying patterns and predicting potential failures in machinery.

The integration of cloud computing enables seamless data storage, accessibility, and analysis, facilitating real-time monitoring and decision-making. Fiix by Rockwell Automation introduced Asset Risk Predictor, its first AI predictive maintenance software.

It uses AI data and operational insights to forecast asset health, allowing proactive maintenance. The tool learns failure signs in just seven days and integrates with Fiix CMMS for swift action. This software aims to cut downtime, boost productivity, and lower costs, offering a more efficient preventive maintenance approach.

In addition, RUL prediction models utilize advanced algorithms to estimate the shelf life of equipment, allowing for precise maintenance planning. Additionally, IoT sensors provide continuous streams of data, ensuring a comprehensive understanding of machinery health. These innovations collectively enhance operational reliability, minimize downtime, and optimize resource allocation, revolutionizing maintenance practices across industries.

 

North America is Projected to Dominate the Predictive Maintenance Industry

North America holds a dominant share of the predictive maintenance market and is expected to continue its dominance during the forecast period. This is the attributed to factors such as the presence of key market players, such as IBM Corporation, Microsoft Corporation, and Oracle Corporation that play a major role in the development of the  market.

In the U.S., Microsoft Corporation partnered with the Procter & Gamble Company (P&G) to expand P&G’s digital manufacturing platform by enabling scalable predictive quality, predictive maintenance, controlled release, touchless operations, and manufacturing sustainability optimization.

Moreover, the rising importance of predictive maintenance in various industries such as manufacturing, oil & gas, aerospace, defense, and transportation significantly boosts the growth of the predictive maintenance market. Back in 2021, Armaments Research Company Inc., (ARC) announced the development of a machine learning and AI-based predictive maintenance platform for the detection of faulty weapons for the United States Marine Corps. It is likely to lead to increased awareness, investment, and technological development in the global market.

In addition, the increasing partnership between companies to develop and implement predictive maintenance solutions for the oil & gas industry, propels the growth of the market. C3 AI’s partnership with Shell boosts the asset monitoring and predictive maintenance. This technology aims to integrate into the C3 AI Reliability application, benefitting other customers. It focuses on enhancing safety, asset integrity, process optimization, and sustainability. 

The Asia–Pacific Region is Poised for Significant Market Expansion 

The regional players have been collaborating with the global players to offer predictive maintenance solutions for aerospace & defense sectors to improve their operations and reduce costs while enhancing safety and reliability. In Japan, Japan Airlines (JAL) partnered with Collins Aerospace for advanced predictive maintenance. JAL adopts Collins Aerospace's Ascentia solution for its Boeing 787 fleet.

This cloud-based system employs data analytics and AI to enhance maintenance, reduce downtime and boost reliability. Ascentia will be installed in over 50 aircrafts. This collaboration aims to elevate safety, asset integrity, efficiency, and sustainability, focusing on reliability and asset monitoring solutions. 

Moreover, the growing demand for predictive maintenance is fueled by the rapid adoption of this advanced technology in the defense industry to improve the reliability, availability, safety, and cost-effectiveness of military equipment. Recently, Hindustan Aeronautics Ltd (HAL) is developing AI-powered predictive maintenance tools for fighter jets to ensure their health, efficiency, and longevity. This marks a paradigm shift in the aviation industry, moving from a reactive to proactive approach for maintenance. 

In addition, increasing digitalization in the industrial sectors, such as manufacturing, transportation, and energy, is further boosting the predictive maintenance market in this region. According to the latest statistics from the China Center for Information Industry Development, more than half (60%) of China's advanced manufacturing sectors are digital, and the combined value of these core industries was about USD 1.11 trillion in 2020. The digital economy accounted for 7.8% of GDP in 2020, and it is expected to grow to 10% by 2025.

 

Competitive Landscape

The market players operating in the predictive maintenance industry include IBM Corporation, General Electric, Schneider Electric, Siemens AG, Honeywell International Inc., Microsoft Corporation, SAP SE, PTC Inc., Bosch Software Innovations GmbH, Software AG, SAS Institute Inc., Rockwell Automation, Inc., Oracle Corporation, Hitachi, Ltd., Altair Engineering, Inc., and others. 

These market players are adopting various strategies such as collaborations and product launches to remain dominant in the market. For instance, in May 2023, IBM Watson will integrate with SAP, bringing AI-driven insights and automation to enhance user experiences. This collaboration aims to boost productivity and provide predictive insights, benefiting retail, manufacturing, and utilities sectors.

Also, in March 2023, Honeywell's Versatilis Transmitters enable condition-based monitoring of rotating equipment, such as pumps, motors, compressors, fans, blowers, and gearboxes, by measuring vibration, surface temperature, and acoustics. This allows for predictive maintenance by anticipating equipment anomalies before they occur, reducing unplanned downtime. By integrating Honeywell Versatilis Transmitters into their operations, companies can leverage data-driven insights to optimize rotating equipment performance.

Moreover, in November 2022, Advantech collaborated with Actility SAS to launch a new AI-based smart predictive maintenance IoT solution for rotating machinery. Through this launch, the company aims to provide one-stop multi-machinery monitoring and seven days health index of machine.

In addition, in June 2022, Microsoft and P&G partnered to make manufacturing smarter by using Microsoft Azure, AI, and IIoT to enable scalable predictive quality, predictive maintenance, controlled release, touchless operations, and manufacturing sustainability optimization. The partnership will further P&G's growth and business transformation through digital technology that seamlessly connects people, assets, workflows, and business processes to promote resiliency.

Predictive Maintenance Market Key Segments

By Component

  • Solution

  • Services

By Deployment

  • Cloud

  • On-premises

By Technique 

  • Vibration Monitoring 

  • Electrical Testing 

  • Oil Analysis 

  • Ultrasonic Leak Detectors 

  • Shock Pulse 

  • Infrared

  • Others

By End-User 

  • Manufacturing 

  • Energy & Utilities 

  • Aerospace & Defense 

  • Transportation & Logistics 

  • Government 

  • Healthcare 

  • Others

By Region

  • North America

    • U.S.

    • Canada

    • Mexico

  • Europe

    • UK

    • Germany

    • France

    • Italy

    • Spain

    • Denmark

    • Netherlands

    • Finland

    • Sweden

    • Norway

    • Russia

    • Rest of Europe

  • Asia–Pacific

    • China

    • Japan

    • India

    • South Korea

    • Australia

    • Indonesia

    • Singapore

    • Taiwan

    • Thailand

    • Vietnam

    • Rest of Asia-Pacific

  • Rest of World (RoW)

    • Latin America

    • Middle East

    • Africa

Report Scope and Segmentation:

Parameters

Details

Market Size in 2023

USD 5.93 Billion

Revenue Forecast in 2030

USD 32.30 Billion

Growth Rate

CAGR of 27.4% from 2024 to 2030

Analysis Period

2023–2030

Base Year Considered

2023

Forecast Period

2024–2030

Market Size Estimation

Billion (USD)

Growth Factors

Rapid adoption of internet of things (IoT) influence the predictive maintenance industry

Growing demand for affordable maintenance solutions for cost-cutting

Countries Covered

28

Companies Profiled

15

Market Share

Available for 10 companies

Customization Scope

Free customization (equivalent to up to 80 working hours of analysts) after purchase. Addition or alteration to country, regional, and segment scope.

Pricing and Purchase Options

Avail customized purchase options to meet your exact research needs.

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1      INTRODUCTION

           1.1      REPORT DESCRIPTION

           1.2      RESEARCH METHODOLOGY

                         1.2.1      SECONDARY RESEARCH

                         1.2.2      DATA ANALYSIS FRAMEWORK

                         1.2.3      MARKET SIZE ESTIMATION

                         1.2.4      FORECASTING

                         1.2.5      PRIMARY RESEARCH AND DATA VALIDATION

2      PREDICTIVE MAINTENANCE MARKET – EXECUTIVE SUMMARY

           2.1.      MARKET SNAPSHOT, 2023 - 2030, MILLION USD

3      PORTER’S FIVE FORCE MODEL ANALYSIS

           3.1      BARGAINING POWER OF SUPPLIERS

           3.2      BARGAINING POWER OF BUYERS

           3.3      DEGREE OF COMPETITION

           3.4      THREAT OF SUBSTITUTE

           3.5      THREAT OF NEW ENTRANTS

4      MARKET SHARE ANALYSIS

           4.1      MARKET SHARE ANALYSIS OF TOP PROVIDERS, 2023

5      MARKET DYNAMICS

           5.1      GROWTH DRIVERS

                         5.1.1      DRIVER 1

                         5.1.2      DRIVER 2

                         5.1.3      DRIVER 3

                         5.1.4      DRIVER 4

           5.2      CHALLENGES

                         5.2.1      CHALLENGE 1

                         5.2.2      CHALLENGE 2

                         5.2.3      CHALLENGE 3

                         5.2.4      CHALLENGE 4

           5.3      OPPORTUNITIES

                         5.3.1      OPPORTUNITY 1

                         5.3.2      OPPORTUNITY 2

6      GLOBAL PREDICTIVE MAINTENANCE MARKET BY COMPONENT

           6.1      OVERVIEW

           6.2      SOLUTION

                         6.2.1      SOLUTION MARKET, BY REGION

                                          6.2.1.1      NORTH AMERICA SOLUTION MARKET, BY COUNTRY

                                          6.2.1.2      EUROPE SOLUTION MARKET, BY COUNTRY

                                          6.2.1.3      ASIA-PACIFIC SOLUTION MARKET, BY COUNTRY

                                          6.2.1.4      REST OF THE WORLD SOLUTION MARKET, BY COUNTRY

           6.3      SERVICE

                         6.3.1      SERVICE MARKET, BY REGION

                                          6.3.1.1      NORTH AMERICA SERVICE MARKET, BY COUNTRY

                                          6.3.1.2      EUROPE SERVICE MARKET, BY COUNTRY

                                          6.3.1.3      ASIA-PACIFIC SERVICE MARKET, BY COUNTRY

                                          6.3.1.4      REST OF THE WORLD SERVICE MARKET, BY COUNTRY

7      GLOBAL PREDICTIVE MAINTENANCE MARKET BY DEPLOYMENT

           7.1      OVERVIEW

           7.2      CLOUD

                         7.2.1      CLOUD MARKET, BY REGION

                                          7.2.1.1      NORTH AMERICA CLOUD MARKET, BY COUNTRY

                                          7.2.1.2      EUROPE CLOUD MARKET, BY COUNTRY

                                          7.2.1.3      ASIA-PACIFIC CLOUD MARKET, BY COUNTRY

                                          7.2.1.4      REST OF THE WORLD CLOUD MARKET, BY COUNTRY

           7.3      ON-PREMISE

                         7.3.1      ON-PREMISE MARKET, BY REGION

                                          7.3.1.1      NORTH AMERICA ON-PREMISE MARKET, BY COUNTRY

                                          7.3.1.2      EUROPE ON-PREMISE MARKET, BY COUNTRY

                                          7.3.1.3      ASIA-PACIFIC ON-PREMISE MARKET, BY COUNTRY

                                          7.3.1.4      REST OF THE WORLD ON-PREMISE MARKET, BY COUNTRY

8      GLOBAL PREDICTIVE MAINTENANCE MARKET BY TECHNIQUE

           8.1      OVERVIEW

           8.2      VIBRATION MONITORING

                         8.2.1      VIBRATION MONITORING MARKET, BY REGION

                                          8.2.1.1      NORTH AMERICA VIBRATION MONITORING MARKET, BY COUNTRY

                                          8.2.1.2      EUROPE VIBRATION MONITORING MARKET, BY COUNTRY

                                          8.2.1.3      ASIA-PACIFIC VIBRATION MONITORING MARKET, BY COUNTRY

                                          8.2.1.4      REST OF THE WORLD VIBRATION MONITORING MARKET, BY COUNTRY

           8.3      ELECTRICAL TESTING

                         8.3.1      ELECTRICAL TESTING MARKET, BY REGION

                                          8.3.1.1      NORTH AMERICA ELECTRICAL TESTING MARKET, BY COUNTRY

                                          8.3.1.2      EUROPE ELECTRICAL TESTING MARKET, BY COUNTRY

                                          8.3.1.3      ASIA-PACIFIC ELECTRICAL TESTING MARKET, BY COUNTRY

                                          8.3.1.4      REST OF THE WORLD ELECTRICAL TESTING MARKET, BY COUNTRY

           8.4      OIL ANALYSIS

                         8.4.1      OIL ANALYSIS MARKET, BY REGION

                                          8.4.1.1      NORTH AMERICA OIL ANALYSIS MARKET, BY COUNTRY

                                          8.4.1.2      EUROPE OIL ANALYSIS MARKET, BY COUNTRY

                                          8.4.1.3      ASIA-PACIFIC OIL ANALYSIS MARKET, BY COUNTRY

                                          8.4.1.4      REST OF THE WORLD OIL ANALYSIS MARKET, BY COUNTRY

           8.5      ULTRASONIC LEAK DETECTORS

                         8.5.1      ULTRASONIC LEAK DETECTORS MARKET, BY REGION

                                          8.5.1.1      NORTH AMERICA ULTRASONIC LEAK DETECTORS MARKET, BY COUNTRY

                                          8.5.1.2      EUROPE ULTRASONIC LEAK DETECTORS MARKET, BY COUNTRY

                                          8.5.1.3      ASIA-PACIFIC ULTRASONIC LEAK DETECTORS MARKET, BY COUNTRY

                                          8.5.1.4      REST OF THE WORLD ULTRASONIC LEAK DETECTORS MARKET, BY COUNTRY

           8.6      SHOCK PULSE

                         8.6.1      SHOCK PULSE MARKET, BY REGION

                                          8.6.1.1      NORTH AMERICA SHOCK PULSE MARKET, BY COUNTRY

                                          8.6.1.2      EUROPE SHOCK PULSE MARKET, BY COUNTRY

                                          8.6.1.3      ASIA-PACIFIC SHOCK PULSE MARKET, BY COUNTRY

                                          8.6.1.4      REST OF THE WORLD SHOCK PULSE MARKET, BY COUNTRY

           8.7      INFRARED

                         8.7.1      INFRARED MARKET, BY REGION

                                          8.7.1.1      NORTH AMERICA INFRARED MARKET, BY COUNTRY

                                          8.7.1.2      EUROPE INFRARED MARKET, BY COUNTRY

                                          8.7.1.3      ASIA-PACIFIC INFRARED MARKET, BY COUNTRY

                                          8.7.1.4      REST OF THE WORLD INFRARED MARKET, BY COUNTRY

           8.8      OTHERS

                         8.8.1      OTHERS MARKET, BY REGION

                                          8.8.1.1      NORTH AMERICA OTHERS MARKET, BY COUNTRY

                                          8.8.1.2      EUROPE OTHERS MARKET, BY COUNTRY

                                          8.8.1.3      ASIA-PACIFIC OTHERS MARKET, BY COUNTRY

                                          8.8.1.4      REST OF THE WORLD OTHERS MARKET, BY COUNTRY

9      GLOBAL PREDICTIVE MAINTENANCE MARKET BY END-USER

           9.1      OVERVIEW

           9.2      MANUFACTURING

                         9.2.1      MANUFACTURING MARKET, BY REGION

                                          9.2.1.1      NORTH AMERICA MANUFACTURING MARKET, BY COUNTRY

                                          9.2.1.2      EUROPE MANUFACTURING MARKET, BY COUNTRY

                                          9.2.1.3      ASIA-PACIFIC MANUFACTURING MARKET, BY COUNTRY

                                          9.2.1.4      REST OF THE WORLD MANUFACTURING MARKET, BY COUNTRY

           9.3      ENERGY AND UTILITIES

                         9.3.1      ENERGY AND UTILITIES MARKET, BY REGION

                                          9.3.1.1      NORTH AMERICA ENERGY AND UTILITIES MARKET, BY COUNTRY

                                          9.3.1.2      EUROPE ENERGY AND UTILITIES MARKET, BY COUNTRY

                                          9.3.1.3      ASIA-PACIFIC ENERGY AND UTILITIES MARKET, BY COUNTRY

                                          9.3.1.4      REST OF THE WORLD ENERGY AND UTILITIES MARKET, BY COUNTRY

           9.4      AEROSPACE AND DEFENSE

                         9.4.1      AEROSPACE AND DEFENSE MARKET, BY REGION

                                          9.4.1.1      NORTH AMERICA AEROSPACE AND DEFENSE MARKET, BY COUNTRY

                                          9.4.1.2      EUROPE AEROSPACE AND DEFENSE MARKET, BY COUNTRY

                                          9.4.1.3      ASIA-PACIFIC AEROSPACE AND DEFENSE MARKET, BY COUNTRY

                                          9.4.1.4      REST OF THE WORLD AEROSPACE AND DEFENSE MARKET, BY COUNTRY

           9.5      TRANSPORTATION AND LOGISTICS

                         9.5.1      TRANSPORTATION AND LOGISTICS MARKET, BY REGION

                                          9.5.1.1      NORTH AMERICA TRANSPORTATION AND LOGISTICS MARKET, BY COUNTRY

                                          9.5.1.2      EUROPE TRANSPORTATION AND LOGISTICS MARKET, BY COUNTRY

                                          9.5.1.3      ASIA-PACIFIC TRANSPORTATION AND LOGISTICS MARKET, BY COUNTRY

                                          9.5.1.4      REST OF THE WORLD TRANSPORTATION AND LOGISTICS MARKET, BY COUNTRY

           9.6      GOVERNMENT

                         9.6.1      GOVERNMENT MARKET, BY REGION

                                          9.6.1.1      NORTH AMERICA GOVERNMENT MARKET, BY COUNTRY

                                          9.6.1.2      EUROPE GOVERNMENT MARKET, BY COUNTRY

                                          9.6.1.3      ASIA-PACIFIC GOVERNMENT MARKET, BY COUNTRY

                                          9.6.1.4      REST OF THE WORLD GOVERNMENT MARKET, BY COUNTRY

           9.7      HEALTHCARE

                         9.7.1      HEALTHCARE MARKET, BY REGION

                                          9.7.1.1      NORTH AMERICA HEALTHCARE MARKET, BY COUNTRY

                                          9.7.1.2      EUROPE HEALTHCARE MARKET, BY COUNTRY

                                          9.7.1.3      ASIA-PACIFIC HEALTHCARE MARKET, BY COUNTRY

                                          9.7.1.4      REST OF THE WORLD HEALTHCARE MARKET, BY COUNTRY

           9.8      OTHERS

                         9.8.1      OTHERS MARKET, BY REGION

                                          9.8.1.1      NORTH AMERICA OTHERS MARKET, BY COUNTRY

                                          9.8.1.2      EUROPE OTHERS MARKET, BY COUNTRY

                                          9.8.1.3      ASIA-PACIFIC OTHERS MARKET, BY COUNTRY

                                          9.8.1.4      REST OF THE WORLD OTHERS MARKET, BY COUNTRY

10   GLOBAL PREDICTIVE MAINTENANCE MARKET, BY REGION

           10.1   OVERVIEW

           10.2   NORTH AMERICA

                         10.2.1   NORTH AMERICA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                         10.2.2   NORTH AMERICA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                         10.2.3   NORTH AMERICA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                         10.2.4   NORTH AMERICA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                         10.2.5   NORTH AMERICA PREDICTIVE MAINTENANCE MARKET, BY COUNTRY

                                          10.2.5.1   UNITED STATES

                                                             10.2.5.1.1   UNITED STATES PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.2.5.1.2   UNITED STATES PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.2.5.1.3   UNITED STATES PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.2.5.1.4   UNITED STATES PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.2.5.2   CANADA

                                                             10.2.5.2.1   CANADA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.2.5.2.2   CANADA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.2.5.2.3   CANADA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.2.5.2.4   CANADA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.2.5.3   MEXICO

                                                             10.2.5.3.1   MEXICO PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.2.5.3.2   MEXICO PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.2.5.3.3   MEXICO PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.2.5.3.4   MEXICO PREDICTIVE MAINTENANCE MARKET, BY END-USER

           10.3   EUROPE

                         10.3.1   EUROPE PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                         10.3.2   EUROPE PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                         10.3.3   EUROPE PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                         10.3.4   EUROPE PREDICTIVE MAINTENANCE MARKET, BY END-USER

                         10.3.5   EUROPE PREDICTIVE MAINTENANCE MARKET, BY COUNTRY

                                          10.3.5.1   GERMANY

                                                             10.3.5.1.1   GERMANY PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.1.2   GERMANY PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.1.3   GERMANY PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.1.4   GERMANY PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.2   FRANCE

                                                             10.3.5.2.1   FRANCE PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.2.2   FRANCE PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.2.3   FRANCE PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.2.4   FRANCE PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.3   ITALY

                                                             10.3.5.3.1   ITALY PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.3.2   ITALY PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.3.3   ITALY PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.3.4   ITALY PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.4   SPAIN

                                                             10.3.5.4.1   SPAIN PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.4.2   SPAIN PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.4.3   SPAIN PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.4.4   SPAIN PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.5   UNITED KINGDOM

                                                             10.3.5.5.1   UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.5.2   UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.5.3   UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.5.4   UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.6   RUSSIA

                                                             10.3.5.6.1   RUSSIA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.6.2   RUSSIA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.6.3   RUSSIA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.6.4   RUSSIA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.7   SWEDEN

                                                             10.3.5.7.1   SWEDEN PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.7.2   SWEDEN PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.7.3   SWEDEN PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.7.4   SWEDEN PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.8   NORWAY

                                                             10.3.5.8.1   NORWAY PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.8.2   NORWAY PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.8.3   NORWAY PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.8.4   NORWAY PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.9   DENMARK

                                                             10.3.5.9.1   DENMARK PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.9.2   DENMARK PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.9.3   DENMARK PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.9.4   DENMARK PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.10   NETHERLANDS

                                                             10.3.5.10.1   NETHERLANDS PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.10.2   NETHERLANDS PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.10.3   NETHERLANDS PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.10.4   NETHERLANDS PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.11   FINLAND

                                                             10.3.5.11.1   FINLAND PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.11.2   FINLAND PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.11.3   FINLAND PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.11.4   FINLAND PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.3.5.12   REST OF EUROPE

                                                             10.3.5.12.1   REST OF EUROPE PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.3.5.12.2   REST OF EUROPE PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.3.5.12.3   REST OF EUROPE PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.3.5.12.4   REST OF EUROPE PREDICTIVE MAINTENANCE MARKET, BY END-USER

           10.4   ASIA-PACIFIC

                         10.4.1   ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                         10.4.2   ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                         10.4.3   ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                         10.4.4   ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY END-USER

                         10.4.5   ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY COUNTRY

                                          10.4.5.1   AUSTRALIA

                                                             10.4.5.1.1   AUSTRALIA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.1.2   AUSTRALIA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.1.3   AUSTRALIA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.1.4   AUSTRALIA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.2   CHINA

                                                             10.4.5.2.1   CHINA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.2.2   CHINA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.2.3   CHINA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.2.4   CHINA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.3   INDIA

                                                             10.4.5.3.1   INDIA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.3.2   INDIA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.3.3   INDIA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.3.4   INDIA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.4   JAPAN

                                                             10.4.5.4.1   JAPAN PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.4.2   JAPAN PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.4.3   JAPAN PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.4.4   JAPAN PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.5   SOUTH KOREA

                                                             10.4.5.5.1   SOUTH KOREA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.5.2   SOUTH KOREA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.5.3   SOUTH KOREA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.5.4   SOUTH KOREA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.6   INDONESIA

                                                             10.4.5.6.1   INDONESIA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.6.2   INDONESIA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.6.3   INDONESIA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.6.4   INDONESIA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.7   SINGAPORE

                                                             10.4.5.7.1   SINGAPORE PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.7.2   SINGAPORE PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.7.3   SINGAPORE PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.7.4   SINGAPORE PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.8   TAIWAN

                                                             10.4.5.8.1   TAIWAN PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.8.2   TAIWAN PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.8.3   TAIWAN PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.8.4   TAIWAN PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.9   THAILAND

                                                             10.4.5.9.1   THAILAND PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.9.2   THAILAND PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.9.3   THAILAND PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.9.4   THAILAND PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.4.5.10   REST OF ASIA-PACIFIC

                                                             10.4.5.10.1   REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.4.5.10.2   REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.4.5.10.3   REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.4.5.10.4   REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET, BY END-USER

           10.5   REST OF THE WORLD

                         10.5.1   REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                         10.5.2   REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                         10.5.3   REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                         10.5.4   REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET, BY END-USER

                         10.5.5   REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET, BY COUNTRY

                                          10.5.5.1   LATIN AMERICA

                                                             10.5.5.1.1   LATIN AMERICA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.5.5.1.2   LATIN AMERICA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.5.5.1.3   LATIN AMERICA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.5.5.1.4   LATIN AMERICA PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.5.5.2   MIDDLE EAST

                                                             10.5.5.2.1   MIDDLE EAST PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.5.5.2.2   MIDDLE EAST PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.5.5.2.3   MIDDLE EAST PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.5.5.2.4   MIDDLE EAST PREDICTIVE MAINTENANCE MARKET, BY END-USER

                                          10.5.5.3   AFRICA

                                                             10.5.5.3.1   AFRICA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT

                                                             10.5.5.3.2   AFRICA PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT

                                                             10.5.5.3.3   AFRICA PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE

                                                             10.5.5.3.4   AFRICA PREDICTIVE MAINTENANCE MARKET, BY END-USER

11   COMPANY PROFILES

           11.1   IBM CORPORATION

                         11.1.1   COMPANY OVERVIEW

                         11.1.2   COMPANY SNAPSHOT

                         11.1.3   OPERATING BUSINESS SEGMENTS

                         11.1.4   PRODUCT PORTFOLIO

                         11.1.5   BUSINESS PERFORMANCE

                         11.1.6   BUSINESS SEGMENTS

                         11.1.7   GEOGRAPHIC SEGMENTS

                         11.1.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.1.9   PRIMARY MARKET COMPETITORS

           11.2   GENERAL ELECTRIC

                         11.2.1   COMPANY OVERVIEW

                         11.2.2   COMPANY SNAPSHOT

                         11.2.3   OPERATING BUSINESS SEGMENTS

                         11.2.4   PRODUCT PORTFOLIO

                         11.2.5   BUSINESS PERFORMANCE

                         11.2.6   BUSINESS SEGMENTS

                         11.2.7   GEOGRAPHIC SEGMENTS

                         11.2.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.2.9   PRIMARY MARKET COMPETITORS

           11.3   SCHNEIDER ELECTRIC

                         11.3.1   COMPANY OVERVIEW

                         11.3.2   COMPANY SNAPSHOT

                         11.3.3   OPERATING BUSINESS SEGMENTS

                         11.3.4   PRODUCT PORTFOLIO

                         11.3.5   BUSINESS PERFORMANCE

                         11.3.6   BUSINESS SEGMENTS

                         11.3.7   GEOGRAPHIC SEGMENTS

                         11.3.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.3.9   PRIMARY MARKET COMPETITORS

           11.4   SIEMENS AG

                         11.4.1   COMPANY OVERVIEW

                         11.4.2   COMPANY SNAPSHOT

                         11.4.3   OPERATING BUSINESS SEGMENTS

                         11.4.4   PRODUCT PORTFOLIO

                         11.4.5   BUSINESS PERFORMANCE

                         11.4.6   BUSINESS SEGMENTS

                         11.4.7   GEOGRAPHIC SEGMENTS

                         11.4.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.4.9   PRIMARY MARKET COMPETITORS

           11.5   HONEYWELL INTERNATIONAL INC.

                         11.5.1   COMPANY OVERVIEW

                         11.5.2   COMPANY SNAPSHOT

                         11.5.3   OPERATING BUSINESS SEGMENTS

                         11.5.4   PRODUCT PORTFOLIO

                         11.5.5   BUSINESS PERFORMANCE

                         11.5.6   BUSINESS SEGMENTS

                         11.5.7   GEOGRAPHIC SEGMENTS

                         11.5.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.5.9   PRIMARY MARKET COMPETITORS

           11.6   MICROSOFT CORPORATION

                         11.6.1   COMPANY OVERVIEW

                         11.6.2   COMPANY SNAPSHOT

                         11.6.3   OPERATING BUSINESS SEGMENTS

                         11.6.4   PRODUCT PORTFOLIO

                         11.6.5   BUSINESS PERFORMANCE

                         11.6.6   BUSINESS SEGMENTS

                         11.6.7   GEOGRAPHIC SEGMENTS

                         11.6.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.6.9   PRIMARY MARKET COMPETITORS

           11.7   SAP SE

                         11.7.1   COMPANY OVERVIEW

                         11.7.2   COMPANY SNAPSHOT

                         11.7.3   OPERATING BUSINESS SEGMENTS

                         11.7.4   PRODUCT PORTFOLIO

                         11.7.5   BUSINESS PERFORMANCE

                         11.7.6   BUSINESS SEGMENTS

                         11.7.7   GEOGRAPHIC SEGMENTS

                         11.7.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.7.9   PRIMARY MARKET COMPETITORS

           11.8   PTC INC.

                         11.8.1   COMPANY OVERVIEW

                         11.8.2   COMPANY SNAPSHOT

                         11.8.3   OPERATING BUSINESS SEGMENTS

                         11.8.4   PRODUCT PORTFOLIO

                         11.8.5   BUSINESS PERFORMANCE

                         11.8.6   BUSINESS SEGMENTS

                         11.8.7   GEOGRAPHIC SEGMENTS

                         11.8.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.8.9   PRIMARY MARKET COMPETITORS

           11.9   BOSCH SOFTWARE INNOVATIONS GMBH

                         11.9.1   COMPANY OVERVIEW

                         11.9.2   COMPANY SNAPSHOT

                         11.9.3   OPERATING BUSINESS SEGMENTS

                         11.9.4   PRODUCT PORTFOLIO

                         11.9.5   BUSINESS PERFORMANCE

                         11.9.6   BUSINESS SEGMENTS

                         11.9.7   GEOGRAPHIC SEGMENTS

                         11.9.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.9.9   PRIMARY MARKET COMPETITORS

           11.10   SOFTWARE AG

                         11.10.1   COMPANY OVERVIEW

                         11.10.2   COMPANY SNAPSHOT

                         11.10.3   OPERATING BUSINESS SEGMENTS

                         11.10.4   PRODUCT PORTFOLIO

                         11.10.5   BUSINESS PERFORMANCE

                         11.10.6   BUSINESS SEGMENTS

                         11.10.7   GEOGRAPHIC SEGMENTS

                         11.10.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.10.9   PRIMARY MARKET COMPETITORS

           11.11   SAS INSTITUTE INC.

                         11.11.1   COMPANY OVERVIEW

                         11.11.2   COMPANY SNAPSHOT

                         11.11.3   OPERATING BUSINESS SEGMENTS

                         11.11.4   PRODUCT PORTFOLIO

                         11.11.5   BUSINESS PERFORMANCE

                         11.11.6   BUSINESS SEGMENTS

                         11.11.7   GEOGRAPHIC SEGMENTS

                         11.11.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.11.9   PRIMARY MARKET COMPETITORS

           11.12   ROCKWELL AUTOMATION, INC.

                         11.12.1   COMPANY OVERVIEW

                         11.12.2   COMPANY SNAPSHOT

                         11.12.3   OPERATING BUSINESS SEGMENTS

                         11.12.4   PRODUCT PORTFOLIO

                         11.12.5   BUSINESS PERFORMANCE

                         11.12.6   BUSINESS SEGMENTS

                         11.12.7   GEOGRAPHIC SEGMENTS

                         11.12.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.12.9   PRIMARY MARKET COMPETITORS

           11.13   ORACLE CORPORATION

                         11.13.1   COMPANY OVERVIEW

                         11.13.2   COMPANY SNAPSHOT

                         11.13.3   OPERATING BUSINESS SEGMENTS

                         11.13.4   PRODUCT PORTFOLIO

                         11.13.5   BUSINESS PERFORMANCE

                         11.13.6   BUSINESS SEGMENTS

                         11.13.7   GEOGRAPHIC SEGMENTS

                         11.13.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.13.9   PRIMARY MARKET COMPETITORS

           11.14   HITACHI, LTD.

                         11.14.1   COMPANY OVERVIEW

                         11.14.2   COMPANY SNAPSHOT

                         11.14.3   OPERATING BUSINESS SEGMENTS

                         11.14.4   PRODUCT PORTFOLIO

                         11.14.5   BUSINESS PERFORMANCE

                         11.14.6   BUSINESS SEGMENTS

                         11.14.7   GEOGRAPHIC SEGMENTS

                         11.14.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.14.9   PRIMARY MARKET COMPETITORS

           11.15   ALTAIR ENGINEERING, INC.

                         11.15.1   COMPANY OVERVIEW

                         11.15.2   COMPANY SNAPSHOT

                         11.15.3   OPERATING BUSINESS SEGMENTS

                         11.15.4   PRODUCT PORTFOLIO

                         11.15.5   BUSINESS PERFORMANCE

                         11.15.6   BUSINESS SEGMENTS

                         11.15.7   GEOGRAPHIC SEGMENTS

                         11.15.8   KEY STRATEGIC MOVES AND DEVELOPMENT

                         11.15.9   PRIMARY MARKET COMPETITORS

LIST OF TABLES

TABLE 1. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 2. SOLUTION MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 3. NORTH AMERICA SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 4. EUROPE SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 5. ASIA-PACIFIC SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 6. REST OF THE WORLD SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 7. SERVICE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 8. NORTH AMERICA SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 9. EUROPE SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 10. ASIA-PACIFIC SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 11. REST OF THE WORLD SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 12. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 13. CLOUD MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 14. NORTH AMERICA CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 15. EUROPE CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 16. ASIA-PACIFIC CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 17. REST OF THE WORLD CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 18. ON-PREMISE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 19. NORTH AMERICA ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 20. EUROPE ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 21. ASIA-PACIFIC ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 22. REST OF THE WORLD ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 23. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 24. VIBRATION MONITORING MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 25. NORTH AMERICA VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 26. EUROPE VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 27. ASIA-PACIFIC VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 28. REST OF THE WORLD VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 29. ELECTRICAL TESTING MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 30. NORTH AMERICA ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 31. EUROPE ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 32. ASIA-PACIFIC ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 33. REST OF THE WORLD ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 34. OIL ANALYSIS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 35. NORTH AMERICA OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 36. EUROPE OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 37. ASIA-PACIFIC OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 38. REST OF THE WORLD OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 39. ULTRASONIC LEAK DETECTORS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 40. NORTH AMERICA ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 41. EUROPE ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 42. ASIA-PACIFIC ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 43. REST OF THE WORLD ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 44. SHOCK PULSE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 45. NORTH AMERICA SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 46. EUROPE SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 47. ASIA-PACIFIC SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 48. REST OF THE WORLD SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 49. INFRARED MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 50. NORTH AMERICA INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 51. EUROPE INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 52. ASIA-PACIFIC INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 53. REST OF THE WORLD INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 54. OTHERS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 55. NORTH AMERICA OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 56. EUROPE OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 57. ASIA-PACIFIC OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 58. REST OF THE WORLD OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 59. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 60. MANUFACTURING MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 61. NORTH AMERICA MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 62. EUROPE MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 63. ASIA-PACIFIC MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 64. REST OF THE WORLD MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 65. ENERGY AND UTILITIES MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 66. NORTH AMERICA ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 67. EUROPE ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 68. ASIA-PACIFIC ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 69. REST OF THE WORLD ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 70. AEROSPACE AND DEFENSE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 71. NORTH AMERICA AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 72. EUROPE AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 73. ASIA-PACIFIC AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 74. REST OF THE WORLD AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 75. TRANSPORTATION AND LOGISTICS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 76. NORTH AMERICA TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 77. EUROPE TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 78. ASIA-PACIFIC TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 79. REST OF THE WORLD TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 80. GOVERNMENT MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 81. NORTH AMERICA GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 82. EUROPE GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 83. ASIA-PACIFIC GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 84. REST OF THE WORLD GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 85. HEALTHCARE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 86. NORTH AMERICA HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 87. EUROPE HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 88. ASIA-PACIFIC HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 89. REST OF THE WORLD HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 90. OTHERS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 91. NORTH AMERICA OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 92. EUROPE OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 93. ASIA-PACIFIC OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 94. REST OF THE WORLD OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

TABLE 95. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

TABLE 96. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 97. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 98. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 99. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 100. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 101. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 102. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 103. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 104. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 105. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 106. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 107. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 108. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 109. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 110. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 111. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 112. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 113. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 114. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 115. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 116. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 117. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 118. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 119. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 120. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 121. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 122. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 123. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 124. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 125. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 126. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 127. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 128. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 129. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 130. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 131. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 132. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 133. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 134. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 135. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 136. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 137. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 138. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 139. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 140. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 141. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 142. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 143. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 144. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 145. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 146. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 147. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 148. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 149. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 150. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 151. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 152. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 153. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 154. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 155. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 156. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 157. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 158. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 159. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 160. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 161. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 162. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 163. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 164. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 165. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 166. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 167. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 168. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 169. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 170. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 171. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 172. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 173. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 174. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 175. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 176. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 177. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 178. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 179. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 180. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 181. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 182. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 183. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 184. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 185. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 186. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 187. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 188. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 189. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 190. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 191. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 192. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 193. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 194. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 195. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 196. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 197. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 198. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 199. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 200. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 201. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 202. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 203. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 204. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 205. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 206. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 207. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 208. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 209. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 210. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 211. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 212. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 213. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 214. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 215. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 216. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 217. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 218. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 219. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 220. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

TABLE 221. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

TABLE 222. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

TABLE 223. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

TABLE 224. IBM CORPORATION: COMPANY SNAPSHOT

TABLE 225. IBM CORPORATION: OPERATING BUSINESS SEGMENTS

TABLE 226. IBM CORPORATION: PRODUCT PORTFOLIO

TABLE 227. IBM CORPORATION: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 228. IBM CORPORATION: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 229. IBM CORPORATION: KEY STRATERGY

TABLE 230. GENERAL ELECTRIC: COMPANY SNAPSHOT

TABLE 231. GENERAL ELECTRIC: OPERATING BUSINESS SEGMENTS

TABLE 232. GENERAL ELECTRIC: PRODUCT PORTFOLIO

TABLE 233. GENERAL ELECTRIC: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 234. GENERAL ELECTRIC: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 235. GENERAL ELECTRIC: KEY STRATERGY

TABLE 236. SCHNEIDER ELECTRIC: COMPANY SNAPSHOT

TABLE 237. SCHNEIDER ELECTRIC: OPERATING BUSINESS SEGMENTS

TABLE 238. SCHNEIDER ELECTRIC: PRODUCT PORTFOLIO

TABLE 239. SCHNEIDER ELECTRIC: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 240. SCHNEIDER ELECTRIC: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 241. SCHNEIDER ELECTRIC: KEY STRATERGY

TABLE 242. SIEMENS AG: COMPANY SNAPSHOT

TABLE 243. SIEMENS AG: OPERATING BUSINESS SEGMENTS

TABLE 244. SIEMENS AG: PRODUCT PORTFOLIO

TABLE 245. SIEMENS AG: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 246. SIEMENS AG: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 247. SIEMENS AG: KEY STRATERGY

TABLE 248. HONEYWELL INTERNATIONAL INC.: COMPANY SNAPSHOT

TABLE 249. HONEYWELL INTERNATIONAL INC.: OPERATING BUSINESS SEGMENTS

TABLE 250. HONEYWELL INTERNATIONAL INC.: PRODUCT PORTFOLIO

TABLE 251. HONEYWELL INTERNATIONAL INC.: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 252. HONEYWELL INTERNATIONAL INC.: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 253. HONEYWELL INTERNATIONAL INC.: KEY STRATERGY

TABLE 254. MICROSOFT CORPORATION: COMPANY SNAPSHOT

TABLE 255. MICROSOFT CORPORATION: OPERATING BUSINESS SEGMENTS

TABLE 256. MICROSOFT CORPORATION: PRODUCT PORTFOLIO

TABLE 257. MICROSOFT CORPORATION: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 258. MICROSOFT CORPORATION: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 259. MICROSOFT CORPORATION: KEY STRATERGY

TABLE 260. SAP SE: COMPANY SNAPSHOT

TABLE 261. SAP SE: OPERATING BUSINESS SEGMENTS

TABLE 262. SAP SE: PRODUCT PORTFOLIO

TABLE 263. SAP SE: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 264. SAP SE: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 265. SAP SE: KEY STRATERGY

TABLE 266. PTC INC.: COMPANY SNAPSHOT

TABLE 267. PTC INC.: OPERATING BUSINESS SEGMENTS

TABLE 268. PTC INC.: PRODUCT PORTFOLIO

TABLE 269. PTC INC.: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 270. PTC INC.: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 271. PTC INC.: KEY STRATERGY

TABLE 272. BOSCH SOFTWARE INNOVATIONS GMBH: COMPANY SNAPSHOT

TABLE 273. BOSCH SOFTWARE INNOVATIONS GMBH: OPERATING BUSINESS SEGMENTS

TABLE 274. BOSCH SOFTWARE INNOVATIONS GMBH: PRODUCT PORTFOLIO

TABLE 275. BOSCH SOFTWARE INNOVATIONS GMBH: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 276. BOSCH SOFTWARE INNOVATIONS GMBH: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 277. BOSCH SOFTWARE INNOVATIONS GMBH: KEY STRATERGY

TABLE 278. SOFTWARE AG: COMPANY SNAPSHOT

TABLE 279. SOFTWARE AG: OPERATING BUSINESS SEGMENTS

TABLE 280. SOFTWARE AG: PRODUCT PORTFOLIO

TABLE 281. SOFTWARE AG: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 282. SOFTWARE AG: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 283. SOFTWARE AG: KEY STRATERGY

TABLE 284. SAS INSTITUTE INC.: COMPANY SNAPSHOT

TABLE 285. SAS INSTITUTE INC.: OPERATING BUSINESS SEGMENTS

TABLE 286. SAS INSTITUTE INC.: PRODUCT PORTFOLIO

TABLE 287. SAS INSTITUTE INC.: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 288. SAS INSTITUTE INC.: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 289. SAS INSTITUTE INC.: KEY STRATERGY

TABLE 290. ROCKWELL AUTOMATION, INC.: COMPANY SNAPSHOT

TABLE 291. ROCKWELL AUTOMATION, INC.: OPERATING BUSINESS SEGMENTS

TABLE 292. ROCKWELL AUTOMATION, INC.: PRODUCT PORTFOLIO

TABLE 293. ROCKWELL AUTOMATION, INC.: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 294. ROCKWELL AUTOMATION, INC.: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 295. ROCKWELL AUTOMATION, INC.: KEY STRATERGY

TABLE 296. ORACLE CORPORATION: COMPANY SNAPSHOT

TABLE 297. ORACLE CORPORATION: OPERATING BUSINESS SEGMENTS

TABLE 298. ORACLE CORPORATION: PRODUCT PORTFOLIO

TABLE 299. ORACLE CORPORATION: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 300. ORACLE CORPORATION: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 301. ORACLE CORPORATION: KEY STRATERGY

TABLE 302. HITACHI, LTD.: COMPANY SNAPSHOT

TABLE 303. HITACHI, LTD.: OPERATING BUSINESS SEGMENTS

TABLE 304. HITACHI, LTD.: PRODUCT PORTFOLIO

TABLE 305. HITACHI, LTD.: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 306. HITACHI, LTD.: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 307. HITACHI, LTD.: KEY STRATERGY

TABLE 308. ALTAIR ENGINEERING, INC.: COMPANY SNAPSHOT

TABLE 309. ALTAIR ENGINEERING, INC.: OPERATING BUSINESS SEGMENTS

TABLE 310. ALTAIR ENGINEERING, INC.: PRODUCT PORTFOLIO

TABLE 311. ALTAIR ENGINEERING, INC.: SALES BY BUSINESS SEGMENTS (2021-2023)

TABLE 312. ALTAIR ENGINEERING, INC.: SALES BY GEOGRAPHIC SEGMENTS (2021-2023)

TABLE 313. ALTAIR ENGINEERING, INC.: KEY STRATERGY

LIST OF FIGURES

FIGURE 1. BARGAINING POWER OF SUPPLIERS

FIGURE 2. BARGAINING POWER OF BUYERS

FIGURE 3. DEGREE OF COMPETITION

FIGURE 4. THREAT OF SUBSTITUTE

FIGURE 5. THREAT OF NEW ENTRANTS

FIGURE 6. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT, 2023-2030, (MILLION USD)

FIGURE 7. SOLUTION MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 8. NORTH AMERICA SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 9. EUROPE SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 10. ASIA-PACIFIC SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 11. REST OF THE WORLD SOLUTION, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 12. SERVICE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 13. NORTH AMERICA SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 14. EUROPE SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 15. ASIA-PACIFIC SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 16. REST OF THE WORLD SERVICE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 17. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT, 2023-2030, (MILLION USD)

FIGURE 18. CLOUD MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 19. NORTH AMERICA CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 20. EUROPE CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 21. ASIA-PACIFIC CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 22. REST OF THE WORLD CLOUD, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 23. ON-PREMISE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 24. NORTH AMERICA ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 25. EUROPE ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 26. ASIA-PACIFIC ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 27. REST OF THE WORLD ON-PREMISE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 28. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE, 2023-2030, (MILLION USD)

FIGURE 29. VIBRATION MONITORING MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 30. NORTH AMERICA VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 31. EUROPE VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 32. ASIA-PACIFIC VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 33. REST OF THE WORLD VIBRATION MONITORING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 34. ELECTRICAL TESTING MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 35. NORTH AMERICA ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 36. EUROPE ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 37. ASIA-PACIFIC ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 38. REST OF THE WORLD ELECTRICAL TESTING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 39. OIL ANALYSIS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 40. NORTH AMERICA OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 41. EUROPE OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 42. ASIA-PACIFIC OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 43. REST OF THE WORLD OIL ANALYSIS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 44. ULTRASONIC LEAK DETECTORS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 45. NORTH AMERICA ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 46. EUROPE ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 47. ASIA-PACIFIC ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 48. REST OF THE WORLD ULTRASONIC LEAK DETECTORS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 49. SHOCK PULSE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 50. NORTH AMERICA SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 51. EUROPE SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 52. ASIA-PACIFIC SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 53. REST OF THE WORLD SHOCK PULSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 54. INFRARED MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 55. NORTH AMERICA INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 56. EUROPE INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 57. ASIA-PACIFIC INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 58. REST OF THE WORLD INFRARED, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 59. OTHERS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 60. NORTH AMERICA OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 61. EUROPE OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 62. ASIA-PACIFIC OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 63. REST OF THE WORLD OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 64. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER, 2023-2030, (MILLION USD)

FIGURE 65. MANUFACTURING MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 66. NORTH AMERICA MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 67. EUROPE MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 68. ASIA-PACIFIC MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 69. REST OF THE WORLD MANUFACTURING, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 70. ENERGY AND UTILITIES MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 71. NORTH AMERICA ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 72. EUROPE ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 73. ASIA-PACIFIC ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 74. REST OF THE WORLD ENERGY AND UTILITIES, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 75. AEROSPACE AND DEFENSE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 76. NORTH AMERICA AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 77. EUROPE AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 78. ASIA-PACIFIC AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 79. REST OF THE WORLD AEROSPACE AND DEFENSE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 80. TRANSPORTATION AND LOGISTICS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 81. NORTH AMERICA TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 82. EUROPE TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 83. ASIA-PACIFIC TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 84. REST OF THE WORLD TRANSPORTATION AND LOGISTICS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 85. GOVERNMENT MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 86. NORTH AMERICA GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 87. EUROPE GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 88. ASIA-PACIFIC GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 89. REST OF THE WORLD GOVERNMENT, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 90. HEALTHCARE MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 91. NORTH AMERICA HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 92. EUROPE HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 93. ASIA-PACIFIC HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 94. REST OF THE WORLD HEALTHCARE, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 95. OTHERS MARKET VALUE, BY REGION, 2023-2030, (MILLION USD)

FIGURE 96. NORTH AMERICA OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 97. EUROPE OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 98. ASIA-PACIFIC OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 99. REST OF THE WORLD OTHERS, MARKET VALUE, BY COUNTRY, 2023-2030, (MILLION USD)

FIGURE 100. GLOBAL PREDICTIVE MAINTENANCE MARKET VALUE, BY REGION 2023-2030, (MILLION USD)

FIGURE 101. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 102. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 103. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 104. NORTH AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 105. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 106. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 107. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 108. UNITED STATES PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 109. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 110. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 111. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 112. CANADA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 113. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 114. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 115. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 116. MEXICO PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 117. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 118. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 119. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 120. EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 121. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 122. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 123. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 124. GERMANY PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 125. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 126. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 127. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 128. FRANCE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 129. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 130. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 131. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 132. ITALY PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 133. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 134. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 135. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 136. SPAIN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 137. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 138. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 139. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 140. UNITED KINGDOM PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 141. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 142. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 143. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 144. RUSSIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 145. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 146. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 147. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 148. SWEDEN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 149. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 150. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 151. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 152. NORWAY PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 153. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 154. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 155. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 156. DENMARK PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 157. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 158. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 159. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 160. NETHERLANDS PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 161. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 162. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 163. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 164. FINLAND PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 165. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 166. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 167. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 168. REST OF EUROPE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 169. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 170. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 171. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 172. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 173. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 174. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 175. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 176. AUSTRALIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 177. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 178. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 179. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 180. CHINA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 181. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 182. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 183. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 184. INDIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 185. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 186. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 187. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 188. JAPAN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 189. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 190. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 191. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 192. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 193. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 194. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 195. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 196. INDONESIA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 197. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 198. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 199. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 200. SINGAPORE PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 201. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 202. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 203. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 204. TAIWAN PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 205. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 206. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 207. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 208. THAILAND PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 209. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 210. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 211. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 212. REST OF ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 213. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 214. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 215. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 216. REST OF THE WORLD PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 217. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 218. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 219. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 220. LATIN AMERICA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 221. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 222. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 223. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 224. MIDDLE EAST PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 225. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY COMPONENT 2023-2030, (MILLION USD)

FIGURE 226. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY DEPLOYMENT 2023-2030, (MILLION USD)

FIGURE 227. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY TECHNIQUE 2023-2030, (MILLION USD)

FIGURE 228. AFRICA PREDICTIVE MAINTENANCE MARKET VALUE, BY END-USER 2023-2030, (MILLION USD)

FIGURE 229. IBM CORPORATION: NET SALES, (2021-2023)

FIGURE 230. IBM CORPORATION: PRIMARY MARKET COMPETITORS

FIGURE 231. GENERAL ELECTRIC: NET SALES, (2021-2023)

FIGURE 232. GENERAL ELECTRIC: PRIMARY MARKET COMPETITORS

FIGURE 233. SCHNEIDER ELECTRIC: NET SALES, (2021-2023)

FIGURE 234. SCHNEIDER ELECTRIC: PRIMARY MARKET COMPETITORS

FIGURE 235. SIEMENS AG: NET SALES, (2021-2023)

FIGURE 236. SIEMENS AG: PRIMARY MARKET COMPETITORS

FIGURE 237. HONEYWELL INTERNATIONAL INC.: NET SALES, (2021-2023)

FIGURE 238. HONEYWELL INTERNATIONAL INC.: PRIMARY MARKET COMPETITORS

FIGURE 239. MICROSOFT CORPORATION: NET SALES, (2021-2023)

FIGURE 240. MICROSOFT CORPORATION: PRIMARY MARKET COMPETITORS

FIGURE 241. SAP SE: NET SALES, (2021-2023)

FIGURE 242. SAP SE: PRIMARY MARKET COMPETITORS

FIGURE 243. PTC INC.: NET SALES, (2021-2023)

FIGURE 244. PTC INC.: PRIMARY MARKET COMPETITORS

FIGURE 245. BOSCH SOFTWARE INNOVATIONS GMBH: NET SALES, (2021-2023)

FIGURE 246. BOSCH SOFTWARE INNOVATIONS GMBH: PRIMARY MARKET COMPETITORS

FIGURE 247. SOFTWARE AG: NET SALES, (2021-2023)

FIGURE 248. SOFTWARE AG: PRIMARY MARKET COMPETITORS

FIGURE 249. SAS INSTITUTE INC.: NET SALES, (2021-2023)

FIGURE 250. SAS INSTITUTE INC.: PRIMARY MARKET COMPETITORS

FIGURE 251. ROCKWELL AUTOMATION, INC.: NET SALES, (2021-2023)

FIGURE 252. ROCKWELL AUTOMATION, INC.: PRIMARY MARKET COMPETITORS

FIGURE 253. ORACLE CORPORATION: NET SALES, (2021-2023)

FIGURE 254. ORACLE CORPORATION: PRIMARY MARKET COMPETITORS

FIGURE 255. HITACHI, LTD.: NET SALES, (2021-2023)

FIGURE 256. HITACHI, LTD.: PRIMARY MARKET COMPETITORS

FIGURE 257. ALTAIR ENGINEERING, INC.: NET SALES, (2021-2023)

FIGURE 258. ALTAIR ENGINEERING, INC.: PRIMARY MARKET COMPETITORS

KEY PLAYERS

  • IBM Corporation

  • General Electric

  • Schneider Electric

  • Siemens AG

  • Honeywell International Inc.,

  • Microsoft Corporation

  • SAP SE

  • PTC Inc.

  • Bosch Software Innovations GmbH

  • Software AG

  • SAS Institute Inc.

  • Rockwell Automation, Inc.

  • Oracle Corporation

  • Hitachi, Ltd.

  • Altair Engineering, Inc.


Frequently Asked Questions
What will be the size of the predictive maintenance market in 2030?

According to the Next Move Strategy Consulting, the global size of the predictive maintenance market is estimated to be at USD 32.30 billion in 2030.

Which is the dominating region in the predictive maintenance industry in 2023?

North America region dominates the predictive maintenance market in the year 2023.

What types of industries benefit most from predictive maintenance?

Industries with critical machinery and equipment, such as manufacturing, energy, transportation, and healthcare, benefit significantly from predictive maintenance.

What technologies are used in predictive maintenance?

Technologies include IoT sensors, data analytics, machine learning algorithms, and AI-driven predictive models to analyze and predict equipment condition.

How does predictive maintenance impact workforce productivity?

By reducing unplanned downtime and streamlining maintenance schedules, predictive maintenance allows maintenance teams to work more efficiently, focusing on tasks that add the most value.