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AI-Based Predictive Maintenance Market by Component (Services, Software), Technology (Cloud-based AI Solutions, Computer Vision, Deep Learning), Data Type, Application, Organization Size, End-Use - Global Forecast 2025-2030- Product Image
AI-Based Predictive Maintenance Market by Component (Services, Software), Technology (Cloud-based AI Solutions, Computer Vision, Deep Learning), Data Type, Application, Organization Size, End-Use - Global Forecast 2025-2030- Product Image
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AI-Based Predictive Maintenance Market by Component (Services, Software), Technology (Cloud-based AI Solutions, Computer Vision, Deep Learning), Data Type, Application, Organization Size, End-Use - Global Forecast 2025-2030

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    Report

  • 182 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 6055745
UP TO OFF until Jan 01st 2026
1h Free Analyst Time
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AI-based predictive maintenance is reshaping how organizations approach equipment reliability, transforming asset management by leveraging advanced analytics and machine learning to predict failures and optimize maintenance planning. This approach delivers measurable gains for complex operations and asset-centric enterprises.

Market Snapshot: AI-Based Predictive Maintenance Market

The AI-Based Predictive Maintenance Market grew from USD 806.72 million in 2024 to USD 922.65 million in 2025. It is expected to continue growing at a CAGR of 15.59%, reaching USD 1.92 billion by 2030. Growth is supported by the wide adoption among manufacturers, energy operators, and logistics providers, fueled by digital transformation strategies and the need for operational resilience. Demand is further amplified by increasing investment in AI hardware, edge computing, and IoT, along with broader access to cloud-based maintenance solutions across regions.

Scope & Segmentation

  • Component: Managed services, professional services, asset performance management, dashboard and visualization tools, data integration and preprocessing, predictive modeling and analytics.
  • Technology: Cloud-based AI solutions, computer vision, deep learning, digital twin technology, edge AI, machine learning, natural language processing, signal processing, statistical modeling.
  • Data Type: Historical maintenance records, image and video data, sensor data, log/text data, vibration and acoustic data.
  • Application: Anomaly detection, condition monitoring, failure detection, health assessment, remaining useful life estimation, root cause analysis, work order scheduling.
  • Organization Size: Large enterprises, small and medium enterprises.
  • End-Use: Aerospace and defense, automotive, construction, energy and utilities (power generation, renewables, transmission and distribution), food and beverages, healthcare, IT and telecommunications, manufacturing, mining, oil and gas (upstream, midstream, downstream), transportation and logistics.
  • Geography: Americas (United States with key states, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (United Kingdom, Germany, France, Russia, Italy, Spain, United Arab Emirates, Saudi Arabia, South Africa, other regional markets), Asia-Pacific (China, India, Japan, Australia, South Korea, Southeast Asia).
  • Leading Providers: Includes ABB Ltd, GE Vernova, Honeywell International Inc., Intel Corporation, International Business Machines Corporation, Microsoft Corporation, Oracle Corporation, Siemens AG, Uptake Technologies Inc., and others.

Key Takeaways for Senior Decision-Makers

  • Predictive maintenance via AI platforms allows organizations to move from reactive to proactive strategies, minimizing downtime and extending the useful lifespan of critical machinery.
  • Finance leaders and operations executives are adopting scalable cloud and edge solutions that support real-time analytics while lowering infrastructure costs for small and medium enterprises.
  • Vendors are increasingly offering modular, standards-based architectures and integrated service bundles, simplifying deployment for varied IT landscapes and enabling flexible upgrades.
  • Strategic alliances and system integrator partnerships are helping providers tailor solutions to sector-specific requirements, particularly in asset-intensive industries with complex regulatory mandates.
  • Regional dynamics reveal varying adoption curves: industrialized markets emphasize automation and digital twins, while emerging economies are accelerating foundational investments in sensors and cloud analytics.

Tariff Impact: Navigating 2025 Supply Chain Challenges

The 2025 tariff measures impacting advanced hardware components such as sensors and semiconductor devices are prompting organizations to reassess sourcing strategies. Companies are exploring regional partnerships, nearshoring, and modular hardware to mitigate cost pressures and supply chain risks. Industry groups and technology providers are beginning to collaborate on open standards and materials innovation to reduce long-term exposure and supply uncertainties.

Research Methodology & Data Sources

This report is grounded in a robust methodology combining in-depth interviews with industry stakeholders, structured surveys across asset-intensive sectors, and comprehensive secondary research. Peer review and data triangulation enhance the credibility of segmentation and strategic findings.

Why This Report Matters

  • Gain a competitive edge with current intelligence into technology trends and operational best practices in predictive maintenance.
  • Identify the optimal blend of services, software, and deployment models for your organization using region- and industry-specific insights.
  • Evaluate supply chain risks and collaborative strategies to future-proof technology investment and adoption plans.

Conclusion

The AI-based predictive maintenance market is evolving amid rapid innovation and global operational requirements. Decision-makers equipped with clear market intelligence are positioned to drive sustainable performance and asset reliability as the landscape develops.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Integration of edge computing and AI algorithms for real-time equipment failure prediction
5.2. Adoption of digital twins combined with machine learning for proactive maintenance planning
5.3. Use of self-supervised learning techniques to improve anomaly detection accuracy in sensor data
5.4. Expansion of predictive maintenance services in small and medium enterprises through cloud platforms
5.5. Deployment of explainable AI models to increase technician trust in automated maintenance insights
5.6. Incorporation of transfer learning to adapt maintenance models across diverse industrial assets
5.7. Implementation of 5G-enabled sensor networks to enhance data transfer for predictive analytics
5.8. Integration of sustainability metrics into AI maintenance systems to reduce waste and energy use
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. AI-Based Predictive Maintenance Market, by Component
8.1. Introduction
8.2. Services
8.2.1. Managed Services
8.2.2. Professional Services
8.3. Software
8.3.1. Asset Performance Management (APM)
8.3.2. Dashboard & Visualization Tools
8.3.3. Data Integration & Preprocessing
8.3.4. Predictive Modeling & Analytics
9. AI-Based Predictive Maintenance Market, by Technology
9.1. Introduction
9.2. Cloud-based AI Solutions
9.3. Computer Vision
9.4. Deep Learning
9.5. Digital Twin Technology
9.6. Edge AI
9.7. Machine Learning
9.8. Natural Language Processing
9.9. Signal Processing
9.10. Statistical Modeling
10. AI-Based Predictive Maintenance Market, by Data Type
10.1. Introduction
10.2. Historical Maintenance Records
10.3. Image and Video Data
10.4. Sensor Data
10.5. Text/Log Data
10.6. Vibration and Acoustic Data
11. AI-Based Predictive Maintenance Market, by Application
11.1. Introduction
11.2. Anomaly Detection
11.3. Condition Monitoring
11.4. Failure Detection
11.5. Health Assessment
11.6. Remaining Useful Life Estimation (RUL)
11.7. Root Cause Analysis
11.8. Work Order Scheduling
12. AI-Based Predictive Maintenance Market, by Organization Size
12.1. Introduction
12.2. Large Enterprises
12.3. Small and Medium Enterprises (SMEs)
13. AI-Based Predictive Maintenance Market, by End-Use
13.1. Introduction
13.2. Aerospace & Defense
13.3. Automotive
13.4. Construction
13.5. Energy & Utilities
13.5.1. Power Generation
13.5.2. Renewables
13.5.3. Transmission & Distribution
13.6. Food & Beverages
13.7. Healthcare
13.8. IT & Telecommunications
13.9. Manufacturing
13.10. Mining
13.11. Oil & Gas
13.11.1. Downstream
13.11.2. Midstream
13.11.3. Upstream
13.12. Transportation & Logistics
14. Americas AI-Based Predictive Maintenance Market
14.1. Introduction
14.2. United States
14.3. Canada
14.4. Mexico
14.5. Brazil
14.6. Argentina
15. Europe, Middle East & Africa AI-Based Predictive Maintenance Market
15.1. Introduction
15.2. United Kingdom
15.3. Germany
15.4. France
15.5. Russia
15.6. Italy
15.7. Spain
15.8. United Arab Emirates
15.9. Saudi Arabia
15.10. South Africa
15.11. Denmark
15.12. Netherlands
15.13. Qatar
15.14. Finland
15.15. Sweden
15.16. Nigeria
15.17. Egypt
15.18. Turkey
15.19. Israel
15.20. Norway
15.21. Poland
15.22. Switzerland
16. Asia-Pacific AI-Based Predictive Maintenance Market
16.1. Introduction
16.2. China
16.3. India
16.4. Japan
16.5. Australia
16.6. South Korea
16.7. Indonesia
16.8. Thailand
16.9. Philippines
16.10. Malaysia
16.11. Singapore
16.12. Vietnam
16.13. Taiwan
17. Competitive Landscape
17.1. Market Share Analysis, 2024
17.2. FPNV Positioning Matrix, 2024
17.3. Competitive Analysis
17.3.1. ABB Ltd
17.3.2. Bharat Electronics Limited
17.3.3. Bharti Airtel Limited
17.3.4. C3.ai, Inc.
17.3.5. Clarifai, Inc.
17.3.6. COSMOS THRACE Ltd.
17.3.7. craftworks GmbH
17.3.8. Deloitte Touche Tohmatsu Limited
17.3.9. Emerson Electric Co.
17.3.10. Falkonry, Inc.
17.3.11. GE Vernova
17.3.12. Hitachi, Ltd.
17.3.13. Honeywell International Inc.
17.3.14. Innovify
17.3.15. Intel Corporation
17.3.16. International Business Machines Corporation
17.3.17. LeewayHertz
17.3.18. Mircosoft Coporation
17.3.19. Nanoprecise
17.3.20. Neosperience Spa
17.3.21. Oracle Corporation
17.3.22. SAP SE
17.3.23. Siemens AG
17.3.24. statworx GmbH
17.3.25. Technomax
17.3.26. Uptake Technologies Inc.
18. Research AI19. Research Statistics20. Research Contacts21. Research Articles22. Appendix
List of Figures
FIGURE 1. AI-BASED PREDICTIVE MAINTENANCE MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 6. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
FIGURE 8. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2024 VS 2030 (%)
FIGURE 10. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 12. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2030 (%)
FIGURE 14. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2024 VS 2030 (%)
FIGURE 16. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 20. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. AI-BASED PREDICTIVE MAINTENANCE MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 26. AI-BASED PREDICTIVE MAINTENANCE MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 27. AI-BASED PREDICTIVE MAINTENANCE MARKET: RESEARCHAI
FIGURE 28. AI-BASED PREDICTIVE MAINTENANCE MARKET: RESEARCHSTATISTICS
FIGURE 29. AI-BASED PREDICTIVE MAINTENANCE MARKET: RESEARCHCONTACTS
FIGURE 30. AI-BASED PREDICTIVE MAINTENANCE MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. AI-BASED PREDICTIVE MAINTENANCE MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT (APM), BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT (APM), BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DASHBOARD & VISUALIZATION TOOLS, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DASHBOARD & VISUALIZATION TOOLS, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA INTEGRATION & PREPROCESSING, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA INTEGRATION & PREPROCESSING, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY PREDICTIVE MODELING & ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY PREDICTIVE MODELING & ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD-BASED AI SOLUTIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD-BASED AI SOLUTIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DEEP LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DIGITAL TWIN TECHNOLOGY, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DIGITAL TWIN TECHNOLOGY, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY EDGE AI, BY REGION, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY EDGE AI, BY REGION, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SIGNAL PROCESSING, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SIGNAL PROCESSING, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY STATISTICAL MODELING, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY STATISTICAL MODELING, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY HISTORICAL MAINTENANCE RECORDS, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY HISTORICAL MAINTENANCE RECORDS, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY IMAGE AND VIDEO DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY IMAGE AND VIDEO DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SENSOR DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SENSOR DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TEXT/LOG DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TEXT/LOG DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY VIBRATION AND ACOUSTIC DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY VIBRATION AND ACOUSTIC DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ANOMALY DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ANOMALY DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY CONDITION MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY CONDITION MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY FAILURE DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY FAILURE DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY HEALTH ASSESSMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY HEALTH ASSESSMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY REMAINING USEFUL LIFE ESTIMATION (RUL), BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY REMAINING USEFUL LIFE ESTIMATION (RUL), BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ROOT CAUSE ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ROOT CAUSE ANALYSIS, BY REGION, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY WORK ORDER SCHEDULING, BY REGION, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY WORK ORDER SCHEDULING, BY REGION, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISES (SMES), BY REGION, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISES (SMES), BY REGION, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY CONSTRUCTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY CONSTRUCTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY POWER GENERATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY POWER GENERATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY RENEWABLES, BY REGION, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY RENEWABLES, BY REGION, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TRANSMISSION & DISTRIBUTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TRANSMISSION & DISTRIBUTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 109. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
TABLE 110. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
TABLE 111. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MINING, BY REGION, 2018-2024 (USD MILLION)
TABLE 112. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MINING, BY REGION, 2025-2030 (USD MILLION)
TABLE 113. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, BY REGION, 2018-2024 (USD MILLION)
TABLE 114. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, BY REGION, 2025-2030 (USD MILLION)
TABLE 115. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DOWNSTREAM, BY REGION, 2018-2024 (USD MILLION)
TABLE 116. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DOWNSTREAM, BY REGION, 2025-2030 (USD MILLION)
TABLE 117. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MIDSTREAM, BY REGION, 2018-2024 (USD MILLION)
TABLE 118. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY MIDSTREAM, BY REGION, 2025-2030 (USD MILLION)
TABLE 119. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY UPSTREAM, BY REGION, 2018-2024 (USD MILLION)
TABLE 120. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY UPSTREAM, BY REGION, 2025-2030 (USD MILLION)
TABLE 121. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 122. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 123. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 124. GLOBAL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 125. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 126. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 127. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 128. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 129. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 130. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 131. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 132. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 133. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 134. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 135. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 136. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 137. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 138. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 139. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 140. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 141. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 142. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 143. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 144. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 145. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 146. AMERICAS AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 147. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 148. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 149. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 150. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 151. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 152. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 153. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 154. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 155. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 156. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 157. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 158. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 159. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 160. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 161. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 162. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 163. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 164. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 165. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 166. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 167. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 168. UNITED STATES AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 169. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 170. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 171. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 172. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 173. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 174. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 175. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 176. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 177. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 178. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 179. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 180. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 181. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 182. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 183. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 184. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 185. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 186. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 187. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 188. CANADA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 189. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 190. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 191. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 192. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 193. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 194. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 195. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 196. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 197. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 198. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 199. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 200. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 201. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 202. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 203. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 204. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 205. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 206. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 207. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 208. MEXICO AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 209. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 210. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 211. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 212. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 213. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 214. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 215. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 216. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 217. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 218. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 219. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 220. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 221. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 222. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 223. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 224. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 225. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 226. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 227. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 228. BRAZIL AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 229. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 230. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 231. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 232. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 233. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 234. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 235. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 236. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 237. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 238. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 239. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 240. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 241. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 242. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 243. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 244. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 245. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 246. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 247. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 248. ARGENTINA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 249. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 250. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 251. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 252. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 253. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 254. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 255. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 256. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 257. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 258. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 259. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 260. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 261. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 262. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 263. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 264. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 265. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 266. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 267. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 268. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 269. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 270. EUROPE, MIDDLE EAST & AFRICA AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 271. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 272. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 273. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 274. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 275. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 276. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 277. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 278. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 279. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 280. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 281. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 282. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 283. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 284. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 285. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
TABLE 286. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
TABLE 287. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
TABLE 288. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
TABLE 289. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2018-2024 (USD MILLION)
TABLE 290. UNITED KINGDOM AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL & GAS, 2025-2030 (USD MILLION)
TABLE 291. GERMANY AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 292. GERMANY AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 293. GERMANY AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 294. GERMANY AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 295. GERMANY AI-BASED PREDICTIVE MAINTENANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 296. GERMANY AI-BASED PREDICTIVE MAINTE

Samples

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Companies Mentioned

The companies profiled in this AI-Based Predictive Maintenance Market report include:
  • ABB Ltd
  • Bharat Electronics Limited
  • Bharti Airtel Limited
  • C3.ai, Inc.
  • Clarifai, Inc.
  • COSMOS THRACE Ltd.
  • craftworks GmbH
  • Deloitte Touche Tohmatsu Limited
  • Emerson Electric Co.
  • Falkonry, Inc.
  • GE Vernova
  • Hitachi, Ltd.
  • Honeywell International Inc.
  • Innovify
  • Intel Corporation
  • International Business Machines Corporation
  • LeewayHertz
  • Mircosoft Coporation
  • Nanoprecise
  • Neosperience Spa
  • Oracle Corporation
  • SAP SE
  • Siemens AG
  • statworx GmbH
  • Technomax
  • Uptake Technologies Inc.

Table Information

Report AttributeDetails
No. of Pages182
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 922.65 million
Forecasted Market Value ( USD ) by 2030 $ 1924.3 million
Compound Annual Growth Rate15.5%
Regions CoveredGlobal
No. of Companies Mentioned27

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