List of Tables
Table 1. Global AI in Predictive Maintenance Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Machine Learning
Table 3. Key Players of Deep Learning
Table 4. Key Players of Reinforcement Learning
Table 5. Key Players of Others
Table 6. Global AI in Predictive Maintenance Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global AI in Predictive Maintenance Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 8. Global AI in Predictive Maintenance Market Size by Region (2020-2025) & (US$ Million)
Table 9. Global AI in Predictive Maintenance Market Share by Region (2020-2025)
Table 10. Global AI in Predictive Maintenance Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 11. Global AI in Predictive Maintenance Market Share by Region (2026-2031)
Table 12. AI in Predictive Maintenance Market Trends
Table 13. AI in Predictive Maintenance Market Drivers
Table 14. AI in Predictive Maintenance Market Challenges
Table 15. AI in Predictive Maintenance Market Restraints
Table 16. Global AI in Predictive Maintenance Revenue by Players (2020-2025) & (US$ Million)
Table 17. Global AI in Predictive Maintenance Market Share by Players (2020-2025)
Table 18. Global Top AI in Predictive Maintenance Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI in Predictive Maintenance as of 2024)
Table 19. Ranking of Global Top AI in Predictive Maintenance Companies by Revenue (US$ Million) in 2024
Table 20. Global 5 Largest Players Market Share by AI in Predictive Maintenance Revenue (CR5 and HHI) & (2020-2025)
Table 21. Global Key Players of AI in Predictive Maintenance, Headquarters and Area Served
Table 22. Global Key Players of AI in Predictive Maintenance, Product and Application
Table 23. Global Key Players of AI in Predictive Maintenance, Date of Enter into This Industry
Table 24. Mergers & Acquisitions, Expansion Plans
Table 25. Global AI in Predictive Maintenance Market Size by Type (2020-2025) & (US$ Million)
Table 26. Global AI in Predictive Maintenance Revenue Market Share by Type (2020-2025)
Table 27. Global AI in Predictive Maintenance Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 28. Global AI in Predictive Maintenance Revenue Market Share by Type (2026-2031)
Table 29. Global AI in Predictive Maintenance Market Size by Application (2020-2025) & (US$ Million)
Table 30. Global AI in Predictive Maintenance Revenue Market Share by Application (2020-2025)
Table 31. Global AI in Predictive Maintenance Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 32. Global AI in Predictive Maintenance Revenue Market Share by Application (2026-2031)
Table 33. North America AI in Predictive Maintenance Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 34. North America AI in Predictive Maintenance Market Size by Country (2020-2025) & (US$ Million)
Table 35. North America AI in Predictive Maintenance Market Size by Country (2026-2031) & (US$ Million)
Table 36. Europe AI in Predictive Maintenance Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 37. Europe AI in Predictive Maintenance Market Size by Country (2020-2025) & (US$ Million)
Table 38. Europe AI in Predictive Maintenance Market Size by Country (2026-2031) & (US$ Million)
Table 39. Asia-Pacific AI in Predictive Maintenance Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 40. Asia-Pacific AI in Predictive Maintenance Market Size by Region (2020-2025) & (US$ Million)
Table 41. Asia-Pacific AI in Predictive Maintenance Market Size by Region (2026-2031) & (US$ Million)
Table 42. Latin America AI in Predictive Maintenance Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 43. Latin America AI in Predictive Maintenance Market Size by Country (2020-2025) & (US$ Million)
Table 44. Latin America AI in Predictive Maintenance Market Size by Country (2026-2031) & (US$ Million)
Table 45. Middle East & Africa AI in Predictive Maintenance Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 46. Middle East & Africa AI in Predictive Maintenance Market Size by Country (2020-2025) & (US$ Million)
Table 47. Middle East & Africa AI in Predictive Maintenance Market Size by Country (2026-2031) & (US$ Million)
Table 48. Oracle Company Details
Table 49. Oracle Business Overview
Table 50. Oracle AI in Predictive Maintenance Product
Table 51. Oracle Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 52. Oracle Recent Development
Table 53. Siemens Company Details
Table 54. Siemens Business Overview
Table 55. Siemens AI in Predictive Maintenance Product
Table 56. Siemens Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 57. Siemens Recent Development
Table 58. SAP Company Details
Table 59. SAP Business Overview
Table 60. SAP AI in Predictive Maintenance Product
Table 61. SAP Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 62. SAP Recent Development
Table 63. IBM Company Details
Table 64. IBM Business Overview
Table 65. IBM AI in Predictive Maintenance Product
Table 66. IBM Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 67. IBM Recent Development
Table 68. C3 AI Company Details
Table 69. C3 AI Business Overview
Table 70. C3 AI AI in Predictive Maintenance Product
Table 71. C3 AI Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 72. C3 AI Recent Development
Table 73. Dingo Company Details
Table 74. Dingo Business Overview
Table 75. Dingo AI in Predictive Maintenance Product
Table 76. Dingo Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 77. Dingo Recent Development
Table 78. ABB Company Details
Table 79. ABB Business Overview
Table 80. ABB AI in Predictive Maintenance Product
Table 81. ABB Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 82. ABB Recent Development
Table 83. Honeywell Company Details
Table 84. Honeywell Business Overview
Table 85. Honeywell AI in Predictive Maintenance Product
Table 86. Honeywell Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 87. Honeywell Recent Development
Table 88. PTC Company Details
Table 89. PTC Business Overview
Table 90. PTC AI in Predictive Maintenance Product
Table 91. PTC Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 92. PTC Recent Development
Table 93. Uptake Company Details
Table 94. Uptake Business Overview
Table 95. Uptake AI in Predictive Maintenance Product
Table 96. Uptake Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 97. Uptake Recent Development
Table 98. General Electric Company Details
Table 99. General Electric Business Overview
Table 100. General Electric AI in Predictive Maintenance Product
Table 101. General Electric Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 102. General Electric Recent Development
Table 103. Craftwork AI Company Details
Table 104. Craftwork AI Business Overview
Table 105. Craftwork AI AI in Predictive Maintenance Product
Table 106. Craftwork AI Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 107. Craftwork AI Recent Development
Table 108. UptimeAI Company Details
Table 109. UptimeAI Business Overview
Table 110. UptimeAI AI in Predictive Maintenance Product
Table 111. UptimeAI Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 112. UptimeAI Recent Development
Table 113. Ensonic Company Details
Table 114. Ensonic Business Overview
Table 115. Ensonic AI in Predictive Maintenance Product
Table 116. Ensonic Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 117. Ensonic Recent Development
Table 118. LLumin Company Details
Table 119. LLumin Business Overview
Table 120. LLumin AI in Predictive Maintenance Product
Table 121. LLumin Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 122. LLumin Recent Development
Table 123. Intel Company Details
Table 124. Intel Business Overview
Table 125. Intel AI in Predictive Maintenance Product
Table 126. Intel Revenue in AI in Predictive Maintenance Business (2020-2025) & (US$ Million)
Table 127. Intel Recent Development
Table 128. Research Programs/Design for This Report
Table 129. Key Data Information from Secondary Sources
Table 130. Key Data Information from Primary Sources
Table 131. Authors List of This Report
List of Figures
Figure 1. AI in Predictive Maintenance Picture
Figure 2. Global AI in Predictive Maintenance Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global AI in Predictive Maintenance Market Share by Type: 2024 VS 2031
Figure 4. Machine Learning Features
Figure 5. Deep Learning Features
Figure 6. Reinforcement Learning Features
Figure 7. Others Features
Figure 8. Global AI in Predictive Maintenance Market Size by Application (2020-2031) & (US$ Million)
Figure 9. Global AI in Predictive Maintenance Market Share by Application: 2024 VS 2031
Figure 10. Oil and Gas Case Studies
Figure 11. Mining Case Studies
Figure 12. Manufacturing Case Studies
Figure 13. Utilities Case Studies
Figure 14. Others Case Studies
Figure 15. AI in Predictive Maintenance Report Years Considered
Figure 16. Global AI in Predictive Maintenance Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 17. Global AI in Predictive Maintenance Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 18. Global AI in Predictive Maintenance Market Share by Region: 2024 VS 2031
Figure 19. Global AI in Predictive Maintenance Market Share by Players in 2024
Figure 20. Global AI in Predictive Maintenance Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 21. The Top 10 and 5 Players Market Share by AI in Predictive Maintenance Revenue in 2024
Figure 22. North America AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. North America AI in Predictive Maintenance Market Share by Country (2020-2031)
Figure 24. United States AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Canada AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Europe AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. Europe AI in Predictive Maintenance Market Share by Country (2020-2031)
Figure 28. Germany AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. France AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. U.K. AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Italy AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Russia AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Ireland AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Asia-Pacific AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Asia-Pacific AI in Predictive Maintenance Market Share by Region (2020-2031)
Figure 36. China AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Japan AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. South Korea AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Southeast Asia AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. India AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Australia & New Zealand AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Latin America AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Latin America AI in Predictive Maintenance Market Share by Country (2020-2031)
Figure 44. Mexico AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Brazil AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Middle East & Africa AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. Middle East & Africa AI in Predictive Maintenance Market Share by Country (2020-2031)
Figure 48. Israel AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. Saudi Arabia AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. UAE AI in Predictive Maintenance Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 51. Oracle Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 52. Siemens Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 53. SAP Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 54. IBM Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 55. C3 AI Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 56. Dingo Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 57. ABB Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 58. Honeywell Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 59. PTC Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 60. Uptake Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 61. General Electric Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 62. Craftwork AI Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 63. UptimeAI Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 64. Ensonic Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 65. LLumin Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 66. Intel Revenue Growth Rate in AI in Predictive Maintenance Business (2020-2025)
Figure 67. Bottom-up and Top-down Approaches for This Report
Figure 68. Data Triangulation
Figure 69. Key Executives Interviewed