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 Stakeholder (
Description
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 Stakeholder (MRO, OEM/ODM, and Technology Integrators), by Industry Vertical (Manufacturing, Energy & Utilities, Aerospace & Defense, Transportation & Logistics, Government, Healthcare, and Others) – Global Opportunity Analysis and Industry Forecast, 2024–2030
Predictive Maintenance Market
Domain – ICT & Media
Sub Domain – Software & Solutions
The Predictive Maintenance Market size was valued at USD 5.93 billion in 2023, and is predicted to reach USD 8.35 billion by 2030, with a CAGR of 27.4% during the forecast period, 2024–2030.
Predictive maintenance is revolutionizing the maintenance strategies by using the Internet of Things (IoT) sensors, artificial intelligence (AI)-driven analytics, and machine learning. These strategies predict when equipment needs maintenance, reducing unplanned downtime and extending equipment lifespan. Challenges include initial investment and model accuracy. Advancements in IoT, AI, and analytics are expected to propel the growth and innovation of this industry.
The increasing significance of predictive maintenance across industries such as manufacturing, oil and gas, aerospace, defense, and transportation is a substantial driver for the growth of the predictive maintenance market. With the launch of a new predictive maintenance system called IKON for executive jets of Embraer S.A., the demand of predictive maintenance is shifting. It uses Amazon Web Services cloud and a set of analytics services to identify data patterns and pinpoint potential aircraft issues. It helps airlines and customers implement digital predictive maintenance on its E-Jet or Embraer Executive Jets fleets. The company utilizes data to reduce response time and aircraft downtime.
However, the implementation of predictive maintenance systems requires a significant upfront investment in technology, such as sensors and software. This can be a barrier for small and medium size enterprises (SMEs). This factor is restraining the market growth. On the contrary, the integration of advanced technologies such as edge computing, 5G, AI, and Remaining Useful Life (RUL) is expected to create ample growth opportunities for the market in the coming years.
Segment Overview
The global predictive maintenance industry is segmented on the basis of component, deployment, technique, end user, and region.
By component, the market is bifurcated into solution and service.
By deployment, the market is segmented into cloud and on-premises.
By technique, the market is classified into vibration monitoring, electrical testing, oil analysis, ultrasonic leak detectors, shock pulse, and infrared.
By end user, the market is categorized into manufacturing, energy & utilities, aerospace & defense, transportation & logistics, government, healthcare, and others.
By region, the market is segmented into North America, Europe, Asia-Pacific, and the rest of the world (RoW).
Regional Analysis
North America holds the dominant market share
North America holds the largest share of the predictive maintenance market, and is poised to maintain its leadership throughout the forecast period. This is driven by well-established industrial sectors and the rapid adoption of advanced technologies for enhancing operations and reducing downtime. Additionally, the presence of industry giants including IBM Corporation, Microsoft Corporation, and Oracle Corporation significantly contributes to the growth of the predictive maintenance market. In the U.S., the collaboration between Microsoft Corporation and The Procter & Gamble Company (P&G) fuels the market growth. This partnership seeks to elevate P&G's digital manufacturing platform through the integration of advanced technologies. They will optimize quality control, maintenance, product release, touchless operations, and sustainability.
Key Market Players
The key players in the global predictive maintenance market include:
• IBM
• 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.
Recent Developments
May 2023
IBM Watson plans to 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.
March 2023
Honeywell 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 facilitates 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 and achieve optimal asset utilization.
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 a seven-day health index of the machines.
June 2022
Microsoft and P&G partnered to make manufacturing smarter using Microsoft Azure, AI, and the Industrial Internet of Things (IIoT) to enable scalable predictive quality, predictive maintenance, controlled release, touchless operations, and manufacturing sustainability optimization. This partnership will fuel P&G's growth and business transformation by leveraging digital technology to seamlessly connect people, assets, workflows, and business processes, fostering resilience and agility.
KEY BENEFITS
• The report provides quantitative analysis and estimations of the predictive maintenance market from 2024 to 2030. This analysis assists in identifying the prevailing market opportunities to capitalize on.
• The study comprises a detailed analysis of the predictive maintenance market trends, including the current and future trends to depict the prevalent investment pockets in the market.
• The information related to key drivers, restraints, and opportunities and their impact on the predictive maintenance market is provided in the report.
• The competitive analysis of the market players along with their market share in the predictive maintenance market is provided in the report.
• The SWOT analysis and Porter’s Five Forces model are elaborated in the study.
• The value chain analysis in the market study provides a clear picture of the roles of stakeholders.
Table of Contents
460 Pages
- 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
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