Artificial Intelligence (AI)-Driven Predictive Maintenance Global Market Report 2024

Description

Artificial intelligence (AI)-driven predictive maintenance refers to the use of artificial intelligence technologies to anticipate when equipment or machinery is likely to fail or require maintenance. This approach leverages various AI techniques, such as machine learning, data analysis, and pattern recognition, to analyze data from sensors, historical records, and other sources. The goal of AI-driven predictive maintenance is to predict potential failures before they occur, allowing for timely maintenance that can prevent unplanned downtime and extend the lifespan of equipment.

The main types of solutions in AI-driven predictive maintenance are integrated solutions and standalone solutions. An integrated solution refers to a comprehensive and cohesive system that combines multiple components, technologies, or services to work together seamlessly, addressing a specific need or problem. It can be deployed on both the cloud and on-premise and serves multiple industries, including automotive and transportation, aerospace and defense, manufacturing, healthcare, telecommunications, and others.

The AI-driven predictive maintenance market research report is one of a series of new reports from The Business Research Company that provides AI-driven predictive maintenance market statistics, including AI-driven predictive maintenance industry global market size, regional shares, competitors with an AI-driven predictive maintenance market share, detailed AI-driven predictive maintenance market segments, market trends and opportunities, and any further data you may need to thrive in the AI-driven predictive maintenance industry. This AI-driven predictive maintenance market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The artificial intelligence (AI)-driven predictive maintenance market size has grown rapidly in recent years. It will grow from $0.76 billion in 2023 to $0.88 billion in 2024 at a compound annual growth rate (CAGR) of 15.0%. The growth during the historic period can be attributed to the increasing need for large enterprises, heightened concerns about asset maintenance, rising technological awareness, and growing preferences among SMEs.

The artificial intelligence (AI)-driven predictive maintenance market size is expected to see rapid growth in the next few years. It will grow to $1.56 billion in 2028 at a compound annual growth rate (CAGR) of 15.5%. The growth during the forecast period can be attributed to rising preferences for predictive maintenance solutions, improved efficiency of customer-oriented processes, aging infrastructure, and increasing complexities across various industries. Key trends expected in this period include enhanced human-AI collaboration, integration with 5G networks, AI-enhanced predictive maintenance within supply chains, and alignment with circular economy practices.

The increasing adoption of cloud-based solutions is expected to drive the growth of the AI-driven predictive maintenance market in the future. Cloud-based solutions are cost-effective software or services hosted on the cloud that provide businesses with efficient, scalable, and accessible tools without significant upfront infrastructure investments. Their appeal is due to the reduced upfront costs through a subscription model and the ability to operate remotely, allowing businesses to scale and function efficiently from any location. These solutions are particularly beneficial for AI-driven predictive maintenance as they offer scalable computing power and storage for processing large volumes of sensor data in real time, facilitating accurate predictions of equipment failures. For example, in December 2023, Eurostat, the Luxembourg-based official website of the European Union, reported a 4.2% increase in cloud-based solution adoption throughout 2023, with 45.2% of businesses utilizing cloud computing services, a notable rise from 2021. Consequently, the growing demand for cost-effective cloud-based solutions is fueling the expansion of the AI-driven predictive maintenance market.

Major companies in the AI-driven predictive maintenance market are concentrating on developing technologically advanced solutions, such as cost-effective AI-driven predictive maintenance tools, to boost operational efficiency and reduce maintenance costs. These cost-effective solutions leverage artificial intelligence to predict equipment failures and optimize maintenance schedules while being affordable and efficient, thus lowering overall operational expenses. For example, in July 2024, Guidewheel, a US-based software company, introduced Scout, an AI-powered FactoryOps platform designed to enhance manufacturing operations through the integration of artificial intelligence technologies. This innovative tool works with any machine connected to the Guidewheel platform, is cost-effective, and does not require additional hardware. Scout integrates seamlessly with existing systems, using advanced AI models to monitor machine performance data for early anomaly detection. Its continuous learning capability enables it to log events and improve predictive accuracy over time.

In March 2023, AB SKF, a Sweden-based manufacturer of bearings and seals, acquired Presenso Ltd. for an undisclosed amount. This acquisition is intended to boost AB SKF's predictive maintenance capabilities through advanced AI technology, thereby enhancing operational efficiency and reducing equipment downtime for its clients. Presenso Ltd. is an Israel-based company specializing in AI-driven predictive maintenance software.

Major companies operating in the artificial intelligence (AI)-driven predictive maintenance market are Microsoft Corporation, Hitachi Ltd., General Electric Company, International Business Machines Corporation, Schneider Electric SE, Honeywell International Inc., ABB Ltd., Emerson Electric Co., HCL Technologies, Rockwell Automation Inc., Flowserve Corporation, SAS Institute Inc., Fluke Corporation, Cloudera Inc., TIBCO Software Inc., RoviSys Company, Aspen Technology Inc., C3.ai Inc., SparkCognition Inc., Uptake Technologies Inc., Gastops Ltd., Senseye Ltd., MachineMetrics Inc., Presenso, MachineStalk Inc., LNS Research Inc., Pivotal Software Inc., Guidewheel

North America was the largest region in the artificial intelligence (AI)-driven predictive maintenance market in 2023. The regions covered in the artificial intelligence (AI)-driven predictive maintenance market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the artificial intelligence (AI)-driven predictive maintenance market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The artificial intelligence (AI)-driven predictive maintenance market includes revenues earned by entities by providing services such as system implementation and integration, digital twin development, customized predictive maintenance strategies, maintenance optimization, and consulting and advisory services. the market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI)-driven predictive maintenance market also consists of sales of products including predictive analytics platforms, condition monitoring systems, asset management software, digital twins, maintenance scheduling tools, failure detection algorithms, and energy management systems. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI)-Driven Predictive Maintenance Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (AI)-driven predictive maintenance market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
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Where is the largest and fastest growing market for artificial intelligence (AI)-driven predictive maintenance ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The artificial intelligence (AI)-driven predictive maintenance market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:1) By Solution: Integrated Solution; Standalone Solution
2) By Deployment: Cloud; On-Premise
3) By Industry: Automotive And Transportation; Aerospace And Defense; Manufacturing; Healthcare; Telecommunications; Other Industries
Companies Mentioned: Microsoft Corporation; Hitachi Ltd.; General Electric Company; International Business Machines Corporation; Schneider Electric SE
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

Product Code: r20474

1. Executive Summary

2. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Characteristics

3. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Trends And Strategies

4. Artificial Intelligence (AI)-Driven Predictive Maintenance Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market Size and Growth

5.1. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Segmentation

6.1. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Integrated Solution
Standalone Solution
6.2. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Cloud
On-Premise
6.3. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Automotive And Transportation
Aerospace And Defense
Manufacturing
Healthcare
Telecommunications
Other Industries

7. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Regional And Country Analysis

7.1. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI)-Driven Predictive Maintenance Market

8.1. Asia-Pacific Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Artificial Intelligence (AI)-Driven Predictive Maintenance Market

9.1. China Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
9.2. China Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Artificial Intelligence (AI)-Driven Predictive Maintenance Market

10.1. India Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Artificial Intelligence (AI)-Driven Predictive Maintenance Market

11.1. Japan Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
11.2. Japan Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Artificial Intelligence (AI)-Driven Predictive Maintenance Market

12.1. Australia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Artificial Intelligence (AI)-Driven Predictive Maintenance Market

13.1. Indonesia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Artificial Intelligence (AI)-Driven Predictive Maintenance Market

14.1. South Korea Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
14.2. South Korea Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market

15.1. Western Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
15.2. Western Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Artificial Intelligence (AI)-Driven Predictive Maintenance Market

16.1. UK Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Artificial Intelligence (AI)-Driven Predictive Maintenance Market

17.1. Germany Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Artificial Intelligence (AI)-Driven Predictive Maintenance Market

18.1. France Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Artificial Intelligence (AI)-Driven Predictive Maintenance Market

19.1. Italy Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Artificial Intelligence (AI)-Driven Predictive Maintenance Market

20.1. Spain Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market

21.1. Eastern Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
21.2. Eastern Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Artificial Intelligence (AI)-Driven Predictive Maintenance Market

22.1. Russia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Artificial Intelligence (AI)-Driven Predictive Maintenance Market

23.1. North America Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
23.2. North America Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Artificial Intelligence (AI)-Driven Predictive Maintenance Market

24.1. USA Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
24.2. USA Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Artificial Intelligence (AI)-Driven Predictive Maintenance Market

25.1. Canada Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
25.2. Canada Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Artificial Intelligence (AI)-Driven Predictive Maintenance Market

26.1. South America Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
26.2. South America Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Artificial Intelligence (AI)-Driven Predictive Maintenance Market

27.1. Brazil Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Artificial Intelligence (AI)-Driven Predictive Maintenance Market

28.1. Middle East Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
28.2. Middle East Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Artificial Intelligence (AI)-Driven Predictive Maintenance Market

29.1. Africa Artificial Intelligence (AI)-Driven Predictive Maintenance Market Overview
29.2. Africa Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Solution, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Artificial Intelligence (AI)-Driven Predictive Maintenance Market, Segmentation By Industry, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Competitive Landscape And Company Profiles

30.1. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Competitive Landscape
30.2. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Company Profiles
- 30.2.1. Microsoft Corporation
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Hitachi Ltd.
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. General Electric Company
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. International Business Machines Corporation
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. Schneider Electric SE
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Other Major And Innovative Companies

31.1. Honeywell International Inc.
31.2. ABB Ltd.
31.3. Emerson Electric Co.
31.4. HCL Technologies
31.5. Rockwell Automation Inc.
31.6. Flowserve Corporation
31.7. SAS Institute Inc.
31.8. Fluke Corporation
31.9. Cloudera Inc.
31.10. TIBCO Software Inc.
31.11. RoviSys Company
31.12. Aspen Technology Inc.
31.13. C3.ai Inc.
31.14. SparkCognition Inc.
31.15. Uptake Technologies Inc.

32. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market Competitive Benchmarking

33. Global Artificial Intelligence (AI)-Driven Predictive Maintenance Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Driven Predictive Maintenance Market

35. Artificial Intelligence (AI)-Driven Predictive Maintenance Market Future Outlook and Potential Analysis

35.1 Artificial Intelligence (AI)-Driven Predictive Maintenance Market In 2028 - Countries Offering Most New Opportunities
35.2 Artificial Intelligence (AI)-Driven Predictive Maintenance Market In 2028 - Segments Offering Most New Opportunities
35.3 Artificial Intelligence (AI)-Driven Predictive Maintenance Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer