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Global Manufactural Artificial Intelligence Market Research Report 2025
Published Date: July 2025
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Report Code: QYRE-Auto-26Z9916
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Global Manufactural Artificial Intelligence Market Insights Forecast to 2028
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Global Manufactural Artificial Intelligence Market Research Report 2025

Code: QYRE-Auto-26Z9916
Report
July 2025
Pages:85
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Manufactural Artificial Intelligence Market Size

In order to maintain its leading position, the United States will increase its investment in artificial intelligence research and development in non-defense fields, from US$1.6 billion to US$1.7 billion in 2022.

Manufactural Artificial Intelligence Market

Manufactural Artificial Intelligence Market

The global market for Manufactural Artificial Intelligence was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
As an important force driving a new round of scientific and technological revolution, artificial intelligence has been of national strategic importance. Many governments introduces polices and increase capital investment to support AI companies. The Digital Europe plan adopted by the European Union will allocate €9.2 billion on high-tech investments, such as supercomputing, artificial intelligence, and network security. According to the latest data released by IDC, global artificial intelligence revenue was US$432.8 billion in 2022, a year-on-year increase of 19.70%, including software, hardware and services.
This report aims to provide a comprehensive presentation of the global market for Manufactural Artificial Intelligence, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Manufactural Artificial Intelligence.
The Manufactural Artificial Intelligence market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Manufactural Artificial Intelligence market comprehensively. Regional market sizes, concerning products by Type, by Application, 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 Manufactural Artificial Intelligence 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 Manufactural Artificial Intelligence Market Report

Report Metric Details
Report Name Manufactural Artificial Intelligence Market
Accounted market size in 2022 US$ billion to US$ 1.7 billion
Base Year 2022
Segment by Type
Segment by Application
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, Microsoft, Oracle, Google, SAS, SAP SE, Siemens, Civis Analytics, RapidMiner, Seebo Interactive, SPD-Group, Acerta Analytics Solutions
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, 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 Manufactural Artificial Intelligence 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

Who are the main players in the Manufactural Artificial Intelligence Market report?

Ans: The main players in the Manufactural Artificial Intelligence Market are IBM, Microsoft, Oracle, Google, SAS, SAP SE, Siemens, Civis Analytics, RapidMiner, Seebo Interactive, SPD-Group, Acerta Analytics Solutions

What are the Application segmentation covered in the Manufactural Artificial Intelligence Market report?

Ans: The Applications covered in the Manufactural Artificial Intelligence Market report are Automotive, Aerospace, Chemicals, Building Construction, Pharmaceutical, Others

What are the Type segmentation covered in the Manufactural Artificial Intelligence Market report?

Ans: The Types covered in the Manufactural Artificial Intelligence Market report are Digital Process, Design Customization, Shop Floor Performance Improvement, Logistics Optimization, Others

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Manufactural Artificial Intelligence Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Digital Process
1.2.3 Design Customization
1.2.4 Shop Floor Performance Improvement
1.2.5 Logistics Optimization
1.2.6 Others
1.3 Market by Application
1.3.1 Global Manufactural Artificial Intelligence Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Automotive
1.3.3 Aerospace
1.3.4 Chemicals
1.3.5 Building Construction
1.3.6 Pharmaceutical
1.3.7 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Manufactural Artificial Intelligence Market Perspective (2020-2031)
2.2 Global Manufactural Artificial Intelligence Growth Trends by Region
2.2.1 Global Manufactural Artificial Intelligence Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Manufactural Artificial Intelligence Historic Market Size by Region (2020-2025)
2.2.3 Manufactural Artificial Intelligence Forecasted Market Size by Region (2026-2031)
2.3 Manufactural Artificial Intelligence Market Dynamics
2.3.1 Manufactural Artificial Intelligence Industry Trends
2.3.2 Manufactural Artificial Intelligence Market Drivers
2.3.3 Manufactural Artificial Intelligence Market Challenges
2.3.4 Manufactural Artificial Intelligence Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Manufactural Artificial Intelligence Players by Revenue
3.1.1 Global Top Manufactural Artificial Intelligence Players by Revenue (2020-2025)
3.1.2 Global Manufactural Artificial Intelligence Revenue Market Share by Players (2020-2025)
3.2 Global Manufactural Artificial Intelligence Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Manufactural Artificial Intelligence Revenue
3.4 Global Manufactural Artificial Intelligence Market Concentration Ratio
3.4.1 Global Manufactural Artificial Intelligence Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Manufactural Artificial Intelligence Revenue in 2024
3.5 Global Key Players of Manufactural Artificial Intelligence Head office and Area Served
3.6 Global Key Players of Manufactural Artificial Intelligence, Product and Application
3.7 Global Key Players of Manufactural Artificial Intelligence, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Manufactural Artificial Intelligence Breakdown Data by Type
4.1 Global Manufactural Artificial Intelligence Historic Market Size by Type (2020-2025)
4.2 Global Manufactural Artificial Intelligence Forecasted Market Size by Type (2026-2031)
5 Manufactural Artificial Intelligence Breakdown Data by Application
5.1 Global Manufactural Artificial Intelligence Historic Market Size by Application (2020-2025)
5.2 Global Manufactural Artificial Intelligence Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Manufactural Artificial Intelligence Market Size (2020-2031)
6.2 North America Manufactural Artificial Intelligence Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Manufactural Artificial Intelligence Market Size by Country (2020-2025)
6.4 North America Manufactural Artificial Intelligence Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Manufactural Artificial Intelligence Market Size (2020-2031)
7.2 Europe Manufactural Artificial Intelligence Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Manufactural Artificial Intelligence Market Size by Country (2020-2025)
7.4 Europe Manufactural Artificial Intelligence Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Manufactural Artificial Intelligence Market Size (2020-2031)
8.2 Asia-Pacific Manufactural Artificial Intelligence Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Manufactural Artificial Intelligence Market Size by Region (2020-2025)
8.4 Asia-Pacific Manufactural Artificial Intelligence 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
9 Latin America
9.1 Latin America Manufactural Artificial Intelligence Market Size (2020-2031)
9.2 Latin America Manufactural Artificial Intelligence Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Manufactural Artificial Intelligence Market Size by Country (2020-2025)
9.4 Latin America Manufactural Artificial Intelligence Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Manufactural Artificial Intelligence Market Size (2020-2031)
10.2 Middle East & Africa Manufactural Artificial Intelligence Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Manufactural Artificial Intelligence Market Size by Country (2020-2025)
10.4 Middle East & Africa Manufactural Artificial Intelligence Market Size by Country (2026-2031)
10.5 Turkey
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 Manufactural Artificial Intelligence Introduction
11.1.4 IBM Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.1.5 IBM Recent Development
11.2 Microsoft
11.2.1 Microsoft Company Details
11.2.2 Microsoft Business Overview
11.2.3 Microsoft Manufactural Artificial Intelligence Introduction
11.2.4 Microsoft Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.2.5 Microsoft Recent Development
11.3 Oracle
11.3.1 Oracle Company Details
11.3.2 Oracle Business Overview
11.3.3 Oracle Manufactural Artificial Intelligence Introduction
11.3.4 Oracle Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.3.5 Oracle Recent Development
11.4 Google
11.4.1 Google Company Details
11.4.2 Google Business Overview
11.4.3 Google Manufactural Artificial Intelligence Introduction
11.4.4 Google Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.4.5 Google Recent Development
11.5 SAS
11.5.1 SAS Company Details
11.5.2 SAS Business Overview
11.5.3 SAS Manufactural Artificial Intelligence Introduction
11.5.4 SAS Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.5.5 SAS Recent Development
11.6 SAP SE
11.6.1 SAP SE Company Details
11.6.2 SAP SE Business Overview
11.6.3 SAP SE Manufactural Artificial Intelligence Introduction
11.6.4 SAP SE Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.6.5 SAP SE Recent Development
11.7 Siemens
11.7.1 Siemens Company Details
11.7.2 Siemens Business Overview
11.7.3 Siemens Manufactural Artificial Intelligence Introduction
11.7.4 Siemens Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.7.5 Siemens Recent Development
11.8 Civis Analytics
11.8.1 Civis Analytics Company Details
11.8.2 Civis Analytics Business Overview
11.8.3 Civis Analytics Manufactural Artificial Intelligence Introduction
11.8.4 Civis Analytics Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.8.5 Civis Analytics Recent Development
11.9 RapidMiner
11.9.1 RapidMiner Company Details
11.9.2 RapidMiner Business Overview
11.9.3 RapidMiner Manufactural Artificial Intelligence Introduction
11.9.4 RapidMiner Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.9.5 RapidMiner Recent Development
11.10 Seebo Interactive
11.10.1 Seebo Interactive Company Details
11.10.2 Seebo Interactive Business Overview
11.10.3 Seebo Interactive Manufactural Artificial Intelligence Introduction
11.10.4 Seebo Interactive Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.10.5 Seebo Interactive Recent Development
11.11 SPD-Group
11.11.1 SPD-Group Company Details
11.11.2 SPD-Group Business Overview
11.11.3 SPD-Group Manufactural Artificial Intelligence Introduction
11.11.4 SPD-Group Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.11.5 SPD-Group Recent Development
11.12 Acerta Analytics Solutions
11.12.1 Acerta Analytics Solutions Company Details
11.12.2 Acerta Analytics Solutions Business Overview
11.12.3 Acerta Analytics Solutions Manufactural Artificial Intelligence Introduction
11.12.4 Acerta Analytics Solutions Revenue in Manufactural Artificial Intelligence Business (2020-2025)
11.12.5 Acerta Analytics Solutions 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
List of Tables
 Table 1. Global Manufactural Artificial Intelligence Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Digital Process
 Table 3. Key Players of Design Customization
 Table 4. Key Players of Shop Floor Performance Improvement
 Table 5. Key Players of Logistics Optimization
 Table 6. Key Players of Others
 Table 7. Global Manufactural Artificial Intelligence Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 8. Global Manufactural Artificial Intelligence Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 9. Global Manufactural Artificial Intelligence Market Size by Region (2020-2025) & (US$ Million)
 Table 10. Global Manufactural Artificial Intelligence Market Share by Region (2020-2025)
 Table 11. Global Manufactural Artificial Intelligence Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 12. Global Manufactural Artificial Intelligence Market Share by Region (2026-2031)
 Table 13. Manufactural Artificial Intelligence Market Trends
 Table 14. Manufactural Artificial Intelligence Market Drivers
 Table 15. Manufactural Artificial Intelligence Market Challenges
 Table 16. Manufactural Artificial Intelligence Market Restraints
 Table 17. Global Manufactural Artificial Intelligence Revenue by Players (2020-2025) & (US$ Million)
 Table 18. Global Manufactural Artificial Intelligence Market Share by Players (2020-2025)
 Table 19. Global Top Manufactural Artificial Intelligence Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Manufactural Artificial Intelligence as of 2024)
 Table 20. Ranking of Global Top Manufactural Artificial Intelligence Companies by Revenue (US$ Million) in 2024
 Table 21. Global 5 Largest Players Market Share by Manufactural Artificial Intelligence Revenue (CR5 and HHI) & (2020-2025)
 Table 22. Global Key Players of Manufactural Artificial Intelligence, Headquarters and Area Served
 Table 23. Global Key Players of Manufactural Artificial Intelligence, Product and Application
 Table 24. Global Key Players of Manufactural Artificial Intelligence, Date of Enter into This Industry
 Table 25. Mergers & Acquisitions, Expansion Plans
 Table 26. Global Manufactural Artificial Intelligence Market Size by Type (2020-2025) & (US$ Million)
 Table 27. Global Manufactural Artificial Intelligence Revenue Market Share by Type (2020-2025)
 Table 28. Global Manufactural Artificial Intelligence Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 29. Global Manufactural Artificial Intelligence Revenue Market Share by Type (2026-2031)
 Table 30. Global Manufactural Artificial Intelligence Market Size by Application (2020-2025) & (US$ Million)
 Table 31. Global Manufactural Artificial Intelligence Revenue Market Share by Application (2020-2025)
 Table 32. Global Manufactural Artificial Intelligence Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 33. Global Manufactural Artificial Intelligence Revenue Market Share by Application (2026-2031)
 Table 34. North America Manufactural Artificial Intelligence Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 35. North America Manufactural Artificial Intelligence Market Size by Country (2020-2025) & (US$ Million)
 Table 36. North America Manufactural Artificial Intelligence Market Size by Country (2026-2031) & (US$ Million)
 Table 37. Europe Manufactural Artificial Intelligence Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 38. Europe Manufactural Artificial Intelligence Market Size by Country (2020-2025) & (US$ Million)
 Table 39. Europe Manufactural Artificial Intelligence Market Size by Country (2026-2031) & (US$ Million)
 Table 40. Asia-Pacific Manufactural Artificial Intelligence Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 41. Asia-Pacific Manufactural Artificial Intelligence Market Size by Region (2020-2025) & (US$ Million)
 Table 42. Asia-Pacific Manufactural Artificial Intelligence Market Size by Region (2026-2031) & (US$ Million)
 Table 43. Latin America Manufactural Artificial Intelligence Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 44. Latin America Manufactural Artificial Intelligence Market Size by Country (2020-2025) & (US$ Million)
 Table 45. Latin America Manufactural Artificial Intelligence Market Size by Country (2026-2031) & (US$ Million)
 Table 46. Middle East & Africa Manufactural Artificial Intelligence Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 47. Middle East & Africa Manufactural Artificial Intelligence Market Size by Country (2020-2025) & (US$ Million)
 Table 48. Middle East & Africa Manufactural Artificial Intelligence Market Size by Country (2026-2031) & (US$ Million)
 Table 49. IBM Company Details
 Table 50. IBM Business Overview
 Table 51. IBM Manufactural Artificial Intelligence Product
 Table 52. IBM Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 53. IBM Recent Development
 Table 54. Microsoft Company Details
 Table 55. Microsoft Business Overview
 Table 56. Microsoft Manufactural Artificial Intelligence Product
 Table 57. Microsoft Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 58. Microsoft Recent Development
 Table 59. Oracle Company Details
 Table 60. Oracle Business Overview
 Table 61. Oracle Manufactural Artificial Intelligence Product
 Table 62. Oracle Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 63. Oracle Recent Development
 Table 64. Google Company Details
 Table 65. Google Business Overview
 Table 66. Google Manufactural Artificial Intelligence Product
 Table 67. Google Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 68. Google Recent Development
 Table 69. SAS Company Details
 Table 70. SAS Business Overview
 Table 71. SAS Manufactural Artificial Intelligence Product
 Table 72. SAS Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 73. SAS Recent Development
 Table 74. SAP SE Company Details
 Table 75. SAP SE Business Overview
 Table 76. SAP SE Manufactural Artificial Intelligence Product
 Table 77. SAP SE Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 78. SAP SE Recent Development
 Table 79. Siemens Company Details
 Table 80. Siemens Business Overview
 Table 81. Siemens Manufactural Artificial Intelligence Product
 Table 82. Siemens Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 83. Siemens Recent Development
 Table 84. Civis Analytics Company Details
 Table 85. Civis Analytics Business Overview
 Table 86. Civis Analytics Manufactural Artificial Intelligence Product
 Table 87. Civis Analytics Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 88. Civis Analytics Recent Development
 Table 89. RapidMiner Company Details
 Table 90. RapidMiner Business Overview
 Table 91. RapidMiner Manufactural Artificial Intelligence Product
 Table 92. RapidMiner Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 93. RapidMiner Recent Development
 Table 94. Seebo Interactive Company Details
 Table 95. Seebo Interactive Business Overview
 Table 96. Seebo Interactive Manufactural Artificial Intelligence Product
 Table 97. Seebo Interactive Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 98. Seebo Interactive Recent Development
 Table 99. SPD-Group Company Details
 Table 100. SPD-Group Business Overview
 Table 101. SPD-Group Manufactural Artificial Intelligence Product
 Table 102. SPD-Group Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 103. SPD-Group Recent Development
 Table 104. Acerta Analytics Solutions Company Details
 Table 105. Acerta Analytics Solutions Business Overview
 Table 106. Acerta Analytics Solutions Manufactural Artificial Intelligence Product
 Table 107. Acerta Analytics Solutions Revenue in Manufactural Artificial Intelligence Business (2020-2025) & (US$ Million)
 Table 108. Acerta Analytics Solutions Recent Development
 Table 109. Research Programs/Design for This Report
 Table 110. Key Data Information from Secondary Sources
 Table 111. Key Data Information from Primary Sources
 Table 112. Authors List of This Report


List of Figures
 Figure 1. Manufactural Artificial Intelligence Picture
 Figure 2. Global Manufactural Artificial Intelligence Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Manufactural Artificial Intelligence Market Share by Type: 2024 VS 2031
 Figure 4. Digital Process Features
 Figure 5. Design Customization Features
 Figure 6. Shop Floor Performance Improvement Features
 Figure 7. Logistics Optimization Features
 Figure 8. Others Features
 Figure 9. Global Manufactural Artificial Intelligence Market Size by Application (2020-2031) & (US$ Million)
 Figure 10. Global Manufactural Artificial Intelligence Market Share by Application: 2024 VS 2031
 Figure 11. Automotive Case Studies
 Figure 12. Aerospace Case Studies
 Figure 13. Chemicals Case Studies
 Figure 14. Building Construction Case Studies
 Figure 15. Pharmaceutical Case Studies
 Figure 16. Others Case Studies
 Figure 17. Manufactural Artificial Intelligence Report Years Considered
 Figure 18. Global Manufactural Artificial Intelligence Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 19. Global Manufactural Artificial Intelligence Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 20. Global Manufactural Artificial Intelligence Market Share by Region: 2024 VS 2031
 Figure 21. Global Manufactural Artificial Intelligence Market Share by Players in 2024
 Figure 22. Global Top Manufactural Artificial Intelligence Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Manufactural Artificial Intelligence as of 2024)
 Figure 23. The Top 10 and 5 Players Market Share by Manufactural Artificial Intelligence Revenue in 2024
 Figure 24. North America Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 25. North America Manufactural Artificial Intelligence Market Share by Country (2020-2031)
 Figure 26. United States Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. Canada Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. Europe Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Europe Manufactural Artificial Intelligence Market Share by Country (2020-2031)
 Figure 30. Germany Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. France Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. U.K. Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. Italy Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Russia Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. Nordic Countries Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Asia-Pacific Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. Asia-Pacific Manufactural Artificial Intelligence Market Share by Region (2020-2031)
 Figure 38. China Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 39. Japan Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. South Korea Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Southeast Asia Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. India Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 43. Australia Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Latin America Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Latin America Manufactural Artificial Intelligence Market Share by Country (2020-2031)
 Figure 46. Mexico Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 47. Brazil Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 48. Middle East & Africa Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 49. Middle East & Africa Manufactural Artificial Intelligence Market Share by Country (2020-2031)
 Figure 50. Turkey Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 51. Saudi Arabia Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 52. UAE Manufactural Artificial Intelligence Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 53. IBM Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 54. Microsoft Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 55. Oracle Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 56. Google Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 57. SAS Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 58. SAP SE Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 59. Siemens Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 60. Civis Analytics Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 61. RapidMiner Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 62. Seebo Interactive Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 63. SPD-Group Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 64. Acerta Analytics Solutions Revenue Growth Rate in Manufactural Artificial Intelligence Business (2020-2025)
 Figure 65. Bottom-up and Top-down Approaches for This Report
 Figure 66. Data Triangulation
 Figure 67. Key Executives Interviewed
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