The global market for AI Predictive Maintenance Software was valued at US$ 423 million in the year 2024 and is projected to reach a revised size of US$ 725 million by 2031, growing at a CAGR of 7.9% during the forecast period.

AI Predictive Maintenance Software Market

AI Predictive Maintenance Software is an industrial software that uses AI algorithms like machine learning and deep learning to process massive amounts of industrial data, enabling advanced intelligent diagnosis and early warning of equipment failures. Its core is to autonomously identify potential abnormal patterns and performance degradation trends by analyzing multiple sources of information, including real-time sensor data, historical maintenance records, and operating parameters, to accurately predict remaining service life and failure probability. The software can dynamically optimize maintenance strategies, shifting from traditional scheduled or post-event maintenance to precise "condition-based maintenance," ultimately significantly reducing unplanned downtime, lowering maintenance costs, and improving production safety and overall equipment efficiency. It is a key component of the transformation to industrial intelligence.

The global development of AI predictive maintenance software exhibits a clear tiered structure, driven by innovation and technological application. North America currently leads the world, thanks to its mature industrial internet infrastructure, the active promotion of leading AI technology companies (such as Uptake), and the US operations of traditional industrial giants (such as GE and Siemens). Applications are particularly extensive in complex scenarios such as aerospace and high-end manufacturing. Europe follows closely behind, leveraging its strong industrial foundation (particularly Germany's "Industry 4.0" strategy) to lead in precision machinery, automotive, and automation. Companies like Siemens and ABB offer solutions that deeply integrate their industrial software and hardware products, demonstrating steady growth and a focus on data security. The Asia-Pacific region is the fastest-growing and most promising market globally, with China as the core driving force. Driven by manufacturing transformation and upgrading and strong national policy support, the Chinese market has seen a surge in local AI startups and industrial internet platforms, generating both strong demand and fierce competition. Japan and South Korea, on the other hand, have demonstrated deep application in specific niche industries such as robotics and semiconductors. Overall, the market is evolving from North American technology leadership to global multi-polar collaboration, but North America still maintains its advantages in core algorithms and platform-level innovation, while the Asia-Pacific region shows potential to catch up in the breadth of application scenarios and data scale.

This report aims to provide a comprehensive presentation of the global market for AI Predictive Maintenance Software, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI Predictive Maintenance Software.

The AI Predictive Maintenance Software market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global AI Predictive Maintenance Software market comprehensively. Regional market sizes, concerning products by Type, by Application, by Deployment Method and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the AI Predictive Maintenance Software companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Market Segmentation

Scope of AI Predictive Maintenance Software Market Report

Report Metric	Details
Report Name	AI Predictive Maintenance Software Market
Accounted market size in year	US$ 423 million
Forecasted market size in 2031	US$ 725 million
CAGR	7.9%
Base Year	year
Forecasted years	2025 - 2031
Segment by Type	Machine Learning-Based Software Deep Learning-Based Software Physical Model-Based Software Digital Twin-Based Software
Segment by Deployment Method	Cloud Software Edge Embedded Software
Segment by Function	Fault Warning and Diagnosis Software Remaining Service Life Prediction Software Maintenance Decision Optimization Software Others
Segment by Application	Industrial Manufacturing and Automation Energy and Utilities Transportation Infrastructure and Building Management Others
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	IBM, ABB, Augury, Uptake, CBC, Dingo, eMaint, Emerson, Fiix, GE Digital, Honeywell, I-care Group, Infor EAM, Knack, Llumin, MCGlobal Solutions, SAP, Siemens
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, by Deployment Method etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of AI Predictive Maintenance Software company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is AI Predictive Maintenance Software Market growing?

Ans: The AI Predictive Maintenance Software Market witnessing a CAGR of 7.9% during the forecast period 2025-2031.

What is the AI Predictive Maintenance Software Market size in 2031?

Ans: The AI Predictive Maintenance Software Market size in 2031 will be US$ 725 million.

Who are the main players in the AI Predictive Maintenance Software Market report?

Ans: The main players in the AI Predictive Maintenance Software Market are IBM, ABB, Augury, Uptake, CBC, Dingo, eMaint, Emerson, Fiix, GE Digital, Honeywell, I-care Group, Infor EAM, Knack, Llumin, MCGlobal Solutions, SAP, Siemens

What are the Application segmentation covered in the AI Predictive Maintenance Software Market report?

Ans: The Applications covered in the AI Predictive Maintenance Software Market report are Industrial Manufacturing and Automation, Energy and Utilities, Transportation, Infrastructure and Building Management, Others

What are the Type segmentation covered in the AI Predictive Maintenance Software Market report?

Ans: The Types covered in the AI Predictive Maintenance Software Market report are Machine Learning-Based Software, Deep Learning-Based Software, Physical Model-Based Software, Digital Twin-Based Software

1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global AI Predictive Maintenance Software Market Size Growth Rate by Type: 2020 VS 2024 VS 2031

1.2.2 Machine Learning-Based Software

1.2.3 Deep Learning-Based Software

1.2.4 Physical Model-Based Software

1.2.5 Digital Twin-Based Software

1.3 Market by Deployment Method

1.3.1 Global AI Predictive Maintenance Software Market Size Growth Rate by Deployment Method: 2020 VS 2024 VS 2031

1.3.2 Cloud Software

1.3.3 Edge Embedded Software

1.4 Market by Function

1.4.1 Global AI Predictive Maintenance Software Market Size Growth Rate by Function: 2020 VS 2024 VS 2031

1.4.2 Fault Warning and Diagnosis Software

1.4.3 Remaining Service Life Prediction Software

1.4.4 Maintenance Decision Optimization Software

1.4.5 Others

1.5 Market by Application

1.5.1 Global AI Predictive Maintenance Software Market Growth by Application: 2020 VS 2024 VS 2031

1.5.2 Industrial Manufacturing and Automation

1.5.3 Energy and Utilities

1.5.4 Transportation

1.5.5 Infrastructure and Building Management

1.5.6 Others

1.6 Assumptions and Limitations

1.7 Study Objectives

1.8 Years Considered

2 Global Growth Trends

2.1 Global AI Predictive Maintenance Software Market Perspective (2020-2031)

2.2 Global AI Predictive Maintenance Software Growth Trends by Region

2.2.1 Global AI Predictive Maintenance Software Market Size by Region: 2020 VS 2024 VS 2031

2.2.2 AI Predictive Maintenance Software Historic Market Size by Region (2020-2025)

2.2.3 AI Predictive Maintenance Software Forecasted Market Size by Region (2026-2031)

2.3 AI Predictive Maintenance Software Market Dynamics

2.3.1 AI Predictive Maintenance Software Industry Trends

2.3.2 AI Predictive Maintenance Software Market Drivers

2.3.3 AI Predictive Maintenance Software Market Challenges

2.3.4 AI Predictive Maintenance Software Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top AI Predictive Maintenance Software Players by Revenue

3.1.1 Global Top AI Predictive Maintenance Software Players by Revenue (2020-2025)

3.1.2 Global AI Predictive Maintenance Software Revenue Market Share by Players (2020-2025)

3.2 Global Top AI Predictive Maintenance Software Players by Company Type and Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by AI Predictive Maintenance Software Revenue

3.4 Global AI Predictive Maintenance Software Market Concentration Ratio

3.4.1 Global AI Predictive Maintenance Software Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by AI Predictive Maintenance Software Revenue in 2024

3.5 Global Key Players of AI Predictive Maintenance Software Head office and Area Served

3.6 Global Key Players of AI Predictive Maintenance Software, Product and Application

3.7 Global Key Players of AI Predictive Maintenance Software, Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 AI Predictive Maintenance Software Breakdown Data by Type

4.1 Global AI Predictive Maintenance Software Historic Market Size by Type (2020-2025)

4.2 Global AI Predictive Maintenance Software Forecasted Market Size by Type (2026-2031)

5 AI Predictive Maintenance Software Breakdown Data by Application

5.1 Global AI Predictive Maintenance Software Historic Market Size by Application (2020-2025)

5.2 Global AI Predictive Maintenance Software Forecasted Market Size by Application (2026-2031)

6 North America

6.1 North America AI Predictive Maintenance Software Market Size (2020-2031)

6.2 North America AI Predictive Maintenance Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

6.3 North America AI Predictive Maintenance Software Market Size by Country (2020-2025)

6.4 North America AI Predictive Maintenance Software Market Size by Country (2026-2031)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe AI Predictive Maintenance Software Market Size (2020-2031)

7.2 Europe AI Predictive Maintenance Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

7.3 Europe AI Predictive Maintenance Software Market Size by Country (2020-2025)

7.4 Europe AI Predictive Maintenance Software Market Size by Country (2026-2031)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Ireland

8 Asia-Pacific

8.1 Asia-Pacific AI Predictive Maintenance Software Market Size (2020-2031)

8.2 Asia-Pacific AI Predictive Maintenance Software Market Growth Rate by Region: 2020 VS 2024 VS 2031

8.3 Asia-Pacific AI Predictive Maintenance Software Market Size by Region (2020-2025)

8.4 Asia-Pacific AI Predictive Maintenance Software Market Size by Region (2026-2031)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia & New Zealand

9 Latin America

9.1 Latin America AI Predictive Maintenance Software Market Size (2020-2031)

9.2 Latin America AI Predictive Maintenance Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

9.3 Latin America AI Predictive Maintenance Software Market Size by Country (2020-2025)

9.4 Latin America AI Predictive Maintenance Software Market Size by Country (2026-2031)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa AI Predictive Maintenance Software Market Size (2020-2031)

10.2 Middle East & Africa AI Predictive Maintenance Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

10.3 Middle East & Africa AI Predictive Maintenance Software Market Size by Country (2020-2025)

10.4 Middle East & Africa AI Predictive Maintenance Software Market Size by Country (2026-2031)

10.5 Israel

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 IBM

11.1.1 IBM Company Details

11.1.2 IBM Business Overview

11.1.3 IBM AI Predictive Maintenance Software Introduction

11.1.4 IBM Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.1.5 IBM Recent Development

11.2 ABB

11.2.1 ABB Company Details

11.2.2 ABB Business Overview

11.2.3 ABB AI Predictive Maintenance Software Introduction

11.2.4 ABB Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.2.5 ABB Recent Development

11.3 Augury

11.3.1 Augury Company Details

11.3.2 Augury Business Overview

11.3.3 Augury AI Predictive Maintenance Software Introduction

11.3.4 Augury Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.3.5 Augury Recent Development

11.4 Uptake

11.4.1 Uptake Company Details

11.4.2 Uptake Business Overview

11.4.3 Uptake AI Predictive Maintenance Software Introduction

11.4.4 Uptake Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.4.5 Uptake Recent Development

11.5 CBC

11.5.1 CBC Company Details

11.5.2 CBC Business Overview

11.5.3 CBC AI Predictive Maintenance Software Introduction

11.5.4 CBC Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.5.5 CBC Recent Development

11.6 Dingo

11.6.1 Dingo Company Details

11.6.2 Dingo Business Overview

11.6.3 Dingo AI Predictive Maintenance Software Introduction

11.6.4 Dingo Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.6.5 Dingo Recent Development

11.7 eMaint

11.7.1 eMaint Company Details

11.7.2 eMaint Business Overview

11.7.3 eMaint AI Predictive Maintenance Software Introduction

11.7.4 eMaint Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.7.5 eMaint Recent Development

11.8 Emerson

11.8.1 Emerson Company Details

11.8.2 Emerson Business Overview

11.8.3 Emerson AI Predictive Maintenance Software Introduction

11.8.4 Emerson Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.8.5 Emerson Recent Development

11.9 Fiix

11.9.1 Fiix Company Details

11.9.2 Fiix Business Overview

11.9.3 Fiix AI Predictive Maintenance Software Introduction

11.9.4 Fiix Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.9.5 Fiix Recent Development

11.10 GE Digital

11.10.1 GE Digital Company Details

11.10.2 GE Digital Business Overview

11.10.3 GE Digital AI Predictive Maintenance Software Introduction

11.10.4 GE Digital Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.10.5 GE Digital Recent Development

11.11 Honeywell

11.11.1 Honeywell Company Details

11.11.2 Honeywell Business Overview

11.11.3 Honeywell AI Predictive Maintenance Software Introduction

11.11.4 Honeywell Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.11.5 Honeywell Recent Development

11.12 I-care Group

11.12.1 I-care Group Company Details

11.12.2 I-care Group Business Overview

11.12.3 I-care Group AI Predictive Maintenance Software Introduction

11.12.4 I-care Group Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.12.5 I-care Group Recent Development

11.13 Infor EAM

11.13.1 Infor EAM Company Details

11.13.2 Infor EAM Business Overview

11.13.3 Infor EAM AI Predictive Maintenance Software Introduction

11.13.4 Infor EAM Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.13.5 Infor EAM Recent Development

11.14 Knack

11.14.1 Knack Company Details

11.14.2 Knack Business Overview

11.14.3 Knack AI Predictive Maintenance Software Introduction

11.14.4 Knack Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.14.5 Knack Recent Development

11.15 Llumin

11.15.1 Llumin Company Details

11.15.2 Llumin Business Overview

11.15.3 Llumin AI Predictive Maintenance Software Introduction

11.15.4 Llumin Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.15.5 Llumin Recent Development

11.16 MCGlobal Solutions

11.16.1 MCGlobal Solutions Company Details

11.16.2 MCGlobal Solutions Business Overview

11.16.3 MCGlobal Solutions AI Predictive Maintenance Software Introduction

11.16.4 MCGlobal Solutions Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.16.5 MCGlobal Solutions Recent Development

11.17 SAP

11.17.1 SAP Company Details

11.17.2 SAP Business Overview

11.17.3 SAP AI Predictive Maintenance Software Introduction

11.17.4 SAP Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.17.5 SAP Recent Development

11.18 Siemens

11.18.1 Siemens Company Details

11.18.2 Siemens Business Overview

11.18.3 Siemens AI Predictive Maintenance Software Introduction

11.18.4 Siemens Revenue in AI Predictive Maintenance Software Business (2020-2025)

11.18.5 Siemens Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.1.1 Research Programs/Design

13.1.1.2 Market Size Estimation

13.1.1.3 Market Breakdown and Data Triangulation

13.1.2 Data Source

13.1.2.1 Secondary Sources

13.1.2.2 Primary Sources

13.2 Author Details

13.3 Disclaimer

FEATURED COMPANIES

List of Tables

Table 1. Global AI Predictive Maintenance Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031

Table 2. Key Players of Machine Learning-Based Software

Table 3. Key Players of Deep Learning-Based Software

Table 4. Key Players of Physical Model-Based Software

Table 5. Key Players of Digital Twin-Based Software

Table 6. Global AI Predictive Maintenance Software Market Size Growth Rate by Deployment Method (US$ Million): 2020 VS 2024 VS 2031

Table 7. Key Players of Cloud Software

Table 8. Key Players of Edge Embedded Software

Table 9. Global AI Predictive Maintenance Software Market Size Growth Rate by Function (US$ Million): 2020 VS 2024 VS 2031

Table 10. Key Players of Fault Warning and Diagnosis Software

Table 11. Key Players of Remaining Service Life Prediction Software

Table 12. Key Players of Maintenance Decision Optimization Software

Table 13. Key Players of Others

Table 14. Global AI Predictive Maintenance Software Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031

Table 15. Global AI Predictive Maintenance Software Market Size by Region (US$ Million): 2020 VS 2024 VS 2031

Table 16. Global AI Predictive Maintenance Software Market Size by Region (2020-2025) & (US$ Million)

Table 17. Global AI Predictive Maintenance Software Market Share by Region (2020-2025)

Table 18. Global AI Predictive Maintenance Software Forecasted Market Size by Region (2026-2031) & (US$ Million)

Table 19. Global AI Predictive Maintenance Software Market Share by Region (2026-2031)

Table 20. AI Predictive Maintenance Software Market Trends

Table 21. AI Predictive Maintenance Software Market Drivers

Table 22. AI Predictive Maintenance Software Market Challenges

Table 23. AI Predictive Maintenance Software Market Restraints

Table 24. Global AI Predictive Maintenance Software Revenue by Players (2020-2025) & (US$ Million)

Table 25. Global AI Predictive Maintenance Software Market Share by Players (2020-2025)

Table 26. Global Top AI Predictive Maintenance Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Predictive Maintenance Software as of 2024)

Table 27. Ranking of Global Top AI Predictive Maintenance Software Companies by Revenue (US$ Million) in 2024

Table 28. Global 5 Largest Players Market Share by AI Predictive Maintenance Software Revenue (CR5 and HHI) & (2020-2025)

Table 29. Global Key Players of AI Predictive Maintenance Software, Headquarters and Area Served

Table 30. Global Key Players of AI Predictive Maintenance Software, Product and Application

Table 31. Global Key Players of AI Predictive Maintenance Software, Date of Enter into This Industry

Table 32. Mergers & Acquisitions, Expansion Plans

Table 33. Global AI Predictive Maintenance Software Market Size by Type (2020-2025) & (US$ Million)

Table 34. Global AI Predictive Maintenance Software Revenue Market Share by Type (2020-2025)

Table 35. Global AI Predictive Maintenance Software Forecasted Market Size by Type (2026-2031) & (US$ Million)

Table 36. Global AI Predictive Maintenance Software Revenue Market Share by Type (2026-2031)

Table 37. Global AI Predictive Maintenance Software Market Size by Application (2020-2025) & (US$ Million)

Table 38. Global AI Predictive Maintenance Software Revenue Market Share by Application (2020-2025)

Table 39. Global AI Predictive Maintenance Software Forecasted Market Size by Application (2026-2031) & (US$ Million)

Table 40. Global AI Predictive Maintenance Software Revenue Market Share by Application (2026-2031)

Table 41. North America AI Predictive Maintenance Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 42. North America AI Predictive Maintenance Software Market Size by Country (2020-2025) & (US$ Million)

Table 43. North America AI Predictive Maintenance Software Market Size by Country (2026-2031) & (US$ Million)

Table 44. Europe AI Predictive Maintenance Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 45. Europe AI Predictive Maintenance Software Market Size by Country (2020-2025) & (US$ Million)

Table 46. Europe AI Predictive Maintenance Software Market Size by Country (2026-2031) & (US$ Million)

Table 47. Asia-Pacific AI Predictive Maintenance Software Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031

Table 48. Asia-Pacific AI Predictive Maintenance Software Market Size by Region (2020-2025) & (US$ Million)

Table 49. Asia-Pacific AI Predictive Maintenance Software Market Size by Region (2026-2031) & (US$ Million)

Table 50. Latin America AI Predictive Maintenance Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 51. Latin America AI Predictive Maintenance Software Market Size by Country (2020-2025) & (US$ Million)

Table 52. Latin America AI Predictive Maintenance Software Market Size by Country (2026-2031) & (US$ Million)

Table 53. Middle East & Africa AI Predictive Maintenance Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 54. Middle East & Africa AI Predictive Maintenance Software Market Size by Country (2020-2025) & (US$ Million)

Table 55. Middle East & Africa AI Predictive Maintenance Software Market Size by Country (2026-2031) & (US$ Million)

Table 56. IBM Company Details

Table 57. IBM Business Overview

Table 58. IBM AI Predictive Maintenance Software Product

Table 59. IBM Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 60. IBM Recent Development

Table 61. ABB Company Details

Table 62. ABB Business Overview

Table 63. ABB AI Predictive Maintenance Software Product

Table 64. ABB Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 65. ABB Recent Development

Table 66. Augury Company Details

Table 67. Augury Business Overview

Table 68. Augury AI Predictive Maintenance Software Product

Table 69. Augury Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 70. Augury Recent Development

Table 71. Uptake Company Details

Table 72. Uptake Business Overview

Table 73. Uptake AI Predictive Maintenance Software Product

Table 74. Uptake Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 75. Uptake Recent Development

Table 76. CBC Company Details

Table 77. CBC Business Overview

Table 78. CBC AI Predictive Maintenance Software Product

Table 79. CBC Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 80. CBC Recent Development

Table 81. Dingo Company Details

Table 82. Dingo Business Overview

Table 83. Dingo AI Predictive Maintenance Software Product

Table 84. Dingo Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 85. Dingo Recent Development

Table 86. eMaint Company Details

Table 87. eMaint Business Overview

Table 88. eMaint AI Predictive Maintenance Software Product

Table 89. eMaint Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 90. eMaint Recent Development

Table 91. Emerson Company Details

Table 92. Emerson Business Overview

Table 93. Emerson AI Predictive Maintenance Software Product

Table 94. Emerson Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 95. Emerson Recent Development

Table 96. Fiix Company Details

Table 97. Fiix Business Overview

Table 98. Fiix AI Predictive Maintenance Software Product

Table 99. Fiix Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 100. Fiix Recent Development

Table 101. GE Digital Company Details

Table 102. GE Digital Business Overview

Table 103. GE Digital AI Predictive Maintenance Software Product

Table 104. GE Digital Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 105. GE Digital Recent Development

Table 106. Honeywell Company Details

Table 107. Honeywell Business Overview

Table 108. Honeywell AI Predictive Maintenance Software Product

Table 109. Honeywell Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 110. Honeywell Recent Development

Table 111. I-care Group Company Details

Table 112. I-care Group Business Overview

Table 113. I-care Group AI Predictive Maintenance Software Product

Table 114. I-care Group Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 115. I-care Group Recent Development

Table 116. Infor EAM Company Details

Table 117. Infor EAM Business Overview

Table 118. Infor EAM AI Predictive Maintenance Software Product

Table 119. Infor EAM Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 120. Infor EAM Recent Development

Table 121. Knack Company Details

Table 122. Knack Business Overview

Table 123. Knack AI Predictive Maintenance Software Product

Table 124. Knack Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 125. Knack Recent Development

Table 126. Llumin Company Details

Table 127. Llumin Business Overview

Table 128. Llumin AI Predictive Maintenance Software Product

Table 129. Llumin Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 130. Llumin Recent Development

Table 131. MCGlobal Solutions Company Details

Table 132. MCGlobal Solutions Business Overview

Table 133. MCGlobal Solutions AI Predictive Maintenance Software Product

Table 134. MCGlobal Solutions Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 135. MCGlobal Solutions Recent Development

Table 136. SAP Company Details

Table 137. SAP Business Overview

Table 138. SAP AI Predictive Maintenance Software Product

Table 139. SAP Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 140. SAP Recent Development

Table 141. Siemens Company Details

Table 142. Siemens Business Overview

Table 143. Siemens AI Predictive Maintenance Software Product

Table 144. Siemens Revenue in AI Predictive Maintenance Software Business (2020-2025) & (US$ Million)

Table 145. Siemens Recent Development

Table 146. Research Programs/Design for This Report

Table 147. Key Data Information from Secondary Sources

Table 148. Key Data Information from Primary Sources

Table 149. Authors List of This Report

List of Figures

Figure 1. AI Predictive Maintenance Software Picture

Figure 2. Global AI Predictive Maintenance Software Market Size Comparison by Type (2020-2031) & (US$ Million)

Figure 3. Global AI Predictive Maintenance Software Market Share by Type: 2024 VS 2031

Figure 4. Machine Learning-Based Software Features

Figure 5. Deep Learning-Based Software Features

Figure 6. Physical Model-Based Software Features

Figure 7. Digital Twin-Based Software Features

Figure 8. Global AI Predictive Maintenance Software Market Size Comparison by Deployment Method (2020-2031) & (US$ Million)

Figure 9. Cloud Software Features

Figure 10. Edge Embedded Software Features

Figure 11. Global AI Predictive Maintenance Software Market Size Comparison by Function (2020-2031) & (US$ Million)

Figure 12. Fault Warning and Diagnosis Software Features

Figure 13. Remaining Service Life Prediction Software Features

Figure 14. Maintenance Decision Optimization Software Features

Figure 15. Others Features

Figure 16. Global AI Predictive Maintenance Software Market Size by Application (2020-2031) & (US$ Million)

Figure 17. Global AI Predictive Maintenance Software Market Share by Application: 2024 VS 2031

Figure 18. Industrial Manufacturing and Automation Case Studies

Figure 19. Energy and Utilities Case Studies

Figure 20. Transportation Case Studies

Figure 21. Infrastructure and Building Management Case Studies

Figure 22. Others Case Studies

Figure 23. AI Predictive Maintenance Software Report Years Considered

Figure 24. Global AI Predictive Maintenance Software Market Size (US$ Million), Year-over-Year: 2020-2031

Figure 25. Global AI Predictive Maintenance Software Market Size, (US$ Million), 2020 VS 2024 VS 2031

Figure 26. Global AI Predictive Maintenance Software Market Share by Region: 2024 VS 2031

Figure 27. Global AI Predictive Maintenance Software Market Share by Players in 2024

Figure 28. Global AI Predictive Maintenance Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

Figure 29. The Top 10 and 5 Players Market Share by AI Predictive Maintenance Software Revenue in 2024

Figure 30. North America AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 31. North America AI Predictive Maintenance Software Market Share by Country (2020-2031)

Figure 32. United States AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 33. Canada AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 34. Europe AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 35. Europe AI Predictive Maintenance Software Market Share by Country (2020-2031)

Figure 36. Germany AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 37. France AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 38. U.K. AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 39. Italy AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 40. Russia AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 41. Ireland AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 42. Asia-Pacific AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 43. Asia-Pacific AI Predictive Maintenance Software Market Share by Region (2020-2031)

Figure 44. China AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 45. Japan AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 46. South Korea AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 47. Southeast Asia AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 48. India AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 49. Australia & New Zealand AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 50. Latin America AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 51. Latin America AI Predictive Maintenance Software Market Share by Country (2020-2031)

Figure 52. Mexico AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 53. Brazil AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 54. Middle East & Africa AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 55. Middle East & Africa AI Predictive Maintenance Software Market Share by Country (2020-2031)

Figure 56. Israel AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 57. Saudi Arabia AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 58. UAE AI Predictive Maintenance Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 59. IBM Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 60. ABB Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 61. Augury Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 62. Uptake Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 63. CBC Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 64. Dingo Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 65. eMaint Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 66. Emerson Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 67. Fiix Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 68. GE Digital Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 69. Honeywell Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 70. I-care Group Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 71. Infor EAM Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 72. Knack Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 73. Llumin Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 74. MCGlobal Solutions Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 75. SAP Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 76. Siemens Revenue Growth Rate in AI Predictive Maintenance Software Business (2020-2025)

Figure 77. Bottom-up and Top-down Approaches for This Report

Figure 78. Data Triangulation

Figure 79. Key Executives Interviewed

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