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Global AI-based Raw Material Sourcing Optimization Market Research Report 2025
Published Date: May 2025
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Report Code: QYRE-Auto-1L19449
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Global AI based Raw Material Sourcing Optimization Market Research Report 2025
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Global AI-based Raw Material Sourcing Optimization Market Research Report 2025

Code: QYRE-Auto-1L19449
Report
May 2025
Pages:88
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

AI-based Raw Material Sourcing Optimization Market Size

The global market for AI-based Raw Material Sourcing Optimization was valued at US$ 1743 million in the year 2024 and is projected to reach a revised size of US$ 3350 million by 2031, growing at a CAGR of 9.9% during the forecast period.

AI-based Raw Material Sourcing Optimization Market

AI-based Raw Material Sourcing Optimization Market

Artificial intelligence (AI)-based raw material procurement optimization is defined as the use of AI technology and algorithms to achieve intelligent decision-making and optimization in the raw material procurement process by analyzing historical data, market demand, supplier information, inventory levels and other multi-dimensional factors. This optimization aims to improve procurement efficiency, reduce costs, reduce inventory risks, and enhance the transparency and collaboration of the supply chain.
North American market for AI-based Raw Material Sourcing Optimization is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for AI-based Raw Material Sourcing Optimization is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for AI-based Raw Material Sourcing Optimization in Metals and Mining is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of AI-based Raw Material Sourcing Optimization include Amazon, IBM, FedEx, American Software, Inc., Kinaxis, Blue Yonder, SAP, Intellinum, Alpha Augmented Services AG, ToolsGroup, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for AI-based Raw Material Sourcing Optimization, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI-based Raw Material Sourcing Optimization.
The AI-based Raw Material Sourcing Optimization market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global AI-based Raw Material Sourcing Optimization 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 AI-based Raw Material Sourcing Optimization companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of AI-based Raw Material Sourcing Optimization Market Report

Report Metric Details
Report Name AI-based Raw Material Sourcing Optimization Market
Accounted market size in year US$ 1743 million
Forecasted market size in 2031 US$ 3350 million
CAGR 9.9%
Base Year year
Forecasted years 2025 - 2031
Segment by Type
  • Demand Forecasting and Inventory Management
  • Supplier Selection and Evaluation
  • Logistics and Transportation Optimization
  • Resource Allocation and Quality Control
  • Automated Procurement Process
  • Others
Segment by Application
  • Metals and Mining
  • Manufacturing
  • Agriculture
  • Food Processing
  • Textiles and Clothing
  • Pharmaceuticals
  • Other
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 Amazon, IBM, FedEx, American Software, Inc., Kinaxis, Blue Yonder, SAP, Intellinum, Alpha Augmented Services AG, ToolsGroup, RightChain Healthcare, QAD, Inspur Information, Neo Tangent
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 AI-based Raw Material Sourcing Optimization company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is AI-based Raw Material Sourcing Optimization Market growing?

Ans: The AI-based Raw Material Sourcing Optimization Market witnessing a CAGR of 9.9% during the forecast period 2025-2031.

What is the AI-based Raw Material Sourcing Optimization Market size in 2031?

Ans: The AI-based Raw Material Sourcing Optimization Market size in 2031 will be US$ 3350 million.

Who are the main players in the AI-based Raw Material Sourcing Optimization Market report?

Ans: The main players in the AI-based Raw Material Sourcing Optimization Market are Amazon, IBM, FedEx, American Software, Inc., Kinaxis, Blue Yonder, SAP, Intellinum, Alpha Augmented Services AG, ToolsGroup, RightChain Healthcare, QAD, Inspur Information, Neo Tangent

What are the Application segmentation covered in the AI-based Raw Material Sourcing Optimization Market report?

Ans: The Applications covered in the AI-based Raw Material Sourcing Optimization Market report are Metals and Mining, Manufacturing, Agriculture, Food Processing, Textiles and Clothing, Pharmaceuticals, Other

What are the Type segmentation covered in the AI-based Raw Material Sourcing Optimization Market report?

Ans: The Types covered in the AI-based Raw Material Sourcing Optimization Market report are Demand Forecasting and Inventory Management, Supplier Selection and Evaluation, Logistics and Transportation Optimization, Resource Allocation and Quality Control, Automated Procurement Process, Others

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI-based Raw Material Sourcing Optimization Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Demand Forecasting and Inventory Management
1.2.3 Supplier Selection and Evaluation
1.2.4 Logistics and Transportation Optimization
1.2.5 Resource Allocation and Quality Control
1.2.6 Automated Procurement Process
1.2.7 Others
1.3 Market by Application
1.3.1 Global AI-based Raw Material Sourcing Optimization Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Metals and Mining
1.3.3 Manufacturing
1.3.4 Agriculture
1.3.5 Food Processing
1.3.6 Textiles and Clothing
1.3.7 Pharmaceuticals
1.3.8 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global AI-based Raw Material Sourcing Optimization Market Perspective (2020-2031)
2.2 Global AI-based Raw Material Sourcing Optimization Growth Trends by Region
2.2.1 Global AI-based Raw Material Sourcing Optimization Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 AI-based Raw Material Sourcing Optimization Historic Market Size by Region (2020-2025)
2.2.3 AI-based Raw Material Sourcing Optimization Forecasted Market Size by Region (2026-2031)
2.3 AI-based Raw Material Sourcing Optimization Market Dynamics
2.3.1 AI-based Raw Material Sourcing Optimization Industry Trends
2.3.2 AI-based Raw Material Sourcing Optimization Market Drivers
2.3.3 AI-based Raw Material Sourcing Optimization Market Challenges
2.3.4 AI-based Raw Material Sourcing Optimization Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI-based Raw Material Sourcing Optimization Players by Revenue
3.1.1 Global Top AI-based Raw Material Sourcing Optimization Players by Revenue (2020-2025)
3.1.2 Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Players (2020-2025)
3.2 Global Top AI-based Raw Material Sourcing Optimization Players by Company Type and Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by AI-based Raw Material Sourcing Optimization Revenue
3.4 Global AI-based Raw Material Sourcing Optimization Market Concentration Ratio
3.4.1 Global AI-based Raw Material Sourcing Optimization Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI-based Raw Material Sourcing Optimization Revenue in 2024
3.5 Global Key Players of AI-based Raw Material Sourcing Optimization Head office and Area Served
3.6 Global Key Players of AI-based Raw Material Sourcing Optimization, Product and Application
3.7 Global Key Players of AI-based Raw Material Sourcing Optimization, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 AI-based Raw Material Sourcing Optimization Breakdown Data by Type
4.1 Global AI-based Raw Material Sourcing Optimization Historic Market Size by Type (2020-2025)
4.2 Global AI-based Raw Material Sourcing Optimization Forecasted Market Size by Type (2026-2031)
5 AI-based Raw Material Sourcing Optimization Breakdown Data by Application
5.1 Global AI-based Raw Material Sourcing Optimization Historic Market Size by Application (2020-2025)
5.2 Global AI-based Raw Material Sourcing Optimization Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America AI-based Raw Material Sourcing Optimization Market Size (2020-2031)
6.2 North America AI-based Raw Material Sourcing Optimization Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
6.4 North America AI-based Raw Material Sourcing Optimization Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI-based Raw Material Sourcing Optimization Market Size (2020-2031)
7.2 Europe AI-based Raw Material Sourcing Optimization Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
7.4 Europe AI-based Raw Material Sourcing Optimization 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 AI-based Raw Material Sourcing Optimization Market Size (2020-2031)
8.2 Asia-Pacific AI-based Raw Material Sourcing Optimization Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025)
8.4 Asia-Pacific AI-based Raw Material Sourcing Optimization 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 AI-based Raw Material Sourcing Optimization Market Size (2020-2031)
9.2 Latin America AI-based Raw Material Sourcing Optimization Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
9.4 Latin America AI-based Raw Material Sourcing Optimization Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size (2020-2031)
10.2 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
10.4 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Amazon
11.1.1 Amazon Company Details
11.1.2 Amazon Business Overview
11.1.3 Amazon AI-based Raw Material Sourcing Optimization Introduction
11.1.4 Amazon Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.1.5 Amazon Recent Development
11.2 IBM
11.2.1 IBM Company Details
11.2.2 IBM Business Overview
11.2.3 IBM AI-based Raw Material Sourcing Optimization Introduction
11.2.4 IBM Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.2.5 IBM Recent Development
11.3 FedEx
11.3.1 FedEx Company Details
11.3.2 FedEx Business Overview
11.3.3 FedEx AI-based Raw Material Sourcing Optimization Introduction
11.3.4 FedEx Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.3.5 FedEx Recent Development
11.4 American Software, Inc.
11.4.1 American Software, Inc. Company Details
11.4.2 American Software, Inc. Business Overview
11.4.3 American Software, Inc. AI-based Raw Material Sourcing Optimization Introduction
11.4.4 American Software, Inc. Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.4.5 American Software, Inc. Recent Development
11.5 Kinaxis
11.5.1 Kinaxis Company Details
11.5.2 Kinaxis Business Overview
11.5.3 Kinaxis AI-based Raw Material Sourcing Optimization Introduction
11.5.4 Kinaxis Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.5.5 Kinaxis Recent Development
11.6 Blue Yonder
11.6.1 Blue Yonder Company Details
11.6.2 Blue Yonder Business Overview
11.6.3 Blue Yonder AI-based Raw Material Sourcing Optimization Introduction
11.6.4 Blue Yonder Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.6.5 Blue Yonder Recent Development
11.7 SAP
11.7.1 SAP Company Details
11.7.2 SAP Business Overview
11.7.3 SAP AI-based Raw Material Sourcing Optimization Introduction
11.7.4 SAP Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.7.5 SAP Recent Development
11.8 Intellinum
11.8.1 Intellinum Company Details
11.8.2 Intellinum Business Overview
11.8.3 Intellinum AI-based Raw Material Sourcing Optimization Introduction
11.8.4 Intellinum Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.8.5 Intellinum Recent Development
11.9 Alpha Augmented Services AG
11.9.1 Alpha Augmented Services AG Company Details
11.9.2 Alpha Augmented Services AG Business Overview
11.9.3 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Introduction
11.9.4 Alpha Augmented Services AG Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.9.5 Alpha Augmented Services AG Recent Development
11.10 ToolsGroup
11.10.1 ToolsGroup Company Details
11.10.2 ToolsGroup Business Overview
11.10.3 ToolsGroup AI-based Raw Material Sourcing Optimization Introduction
11.10.4 ToolsGroup Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.10.5 ToolsGroup Recent Development
11.11 RightChain Healthcare
11.11.1 RightChain Healthcare Company Details
11.11.2 RightChain Healthcare Business Overview
11.11.3 RightChain Healthcare AI-based Raw Material Sourcing Optimization Introduction
11.11.4 RightChain Healthcare Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.11.5 RightChain Healthcare Recent Development
11.12 QAD
11.12.1 QAD Company Details
11.12.2 QAD Business Overview
11.12.3 QAD AI-based Raw Material Sourcing Optimization Introduction
11.12.4 QAD Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.12.5 QAD Recent Development
11.13 Inspur Information
11.13.1 Inspur Information Company Details
11.13.2 Inspur Information Business Overview
11.13.3 Inspur Information AI-based Raw Material Sourcing Optimization Introduction
11.13.4 Inspur Information Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.13.5 Inspur Information Recent Development
11.14 Neo Tangent
11.14.1 Neo Tangent Company Details
11.14.2 Neo Tangent Business Overview
11.14.3 Neo Tangent AI-based Raw Material Sourcing Optimization Introduction
11.14.4 Neo Tangent Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025)
11.14.5 Neo Tangent 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 AI-based Raw Material Sourcing Optimization Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Demand Forecasting and Inventory Management
 Table 3. Key Players of Supplier Selection and Evaluation
 Table 4. Key Players of Logistics and Transportation Optimization
 Table 5. Key Players of Resource Allocation and Quality Control
 Table 6. Key Players of Automated Procurement Process
 Table 7. Key Players of Others
 Table 8. Global AI-based Raw Material Sourcing Optimization Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 9. Global AI-based Raw Material Sourcing Optimization Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 10. Global AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & (US$ Million)
 Table 11. Global AI-based Raw Material Sourcing Optimization Market Share by Region (2020-2025)
 Table 12. Global AI-based Raw Material Sourcing Optimization Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 13. Global AI-based Raw Material Sourcing Optimization Market Share by Region (2026-2031)
 Table 14. AI-based Raw Material Sourcing Optimization Market Trends
 Table 15. AI-based Raw Material Sourcing Optimization Market Drivers
 Table 16. AI-based Raw Material Sourcing Optimization Market Challenges
 Table 17. AI-based Raw Material Sourcing Optimization Market Restraints
 Table 18. Global AI-based Raw Material Sourcing Optimization Revenue by Players (2020-2025) & (US$ Million)
 Table 19. Global AI-based Raw Material Sourcing Optimization Market Share by Players (2020-2025)
 Table 20. Global Top AI-based Raw Material Sourcing Optimization Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI-based Raw Material Sourcing Optimization as of 2024)
 Table 21. Ranking of Global Top AI-based Raw Material Sourcing Optimization Companies by Revenue (US$ Million) in 2024
 Table 22. Global 5 Largest Players Market Share by AI-based Raw Material Sourcing Optimization Revenue (CR5 and HHI) & (2020-2025)
 Table 23. Global Key Players of AI-based Raw Material Sourcing Optimization, Headquarters and Area Served
 Table 24. Global Key Players of AI-based Raw Material Sourcing Optimization, Product and Application
 Table 25. Global Key Players of AI-based Raw Material Sourcing Optimization, Date of Enter into This Industry
 Table 26. Mergers & Acquisitions, Expansion Plans
 Table 27. Global AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & (US$ Million)
 Table 28. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Type (2020-2025)
 Table 29. Global AI-based Raw Material Sourcing Optimization Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 30. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Type (2026-2031)
 Table 31. Global AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & (US$ Million)
 Table 32. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Application (2020-2025)
 Table 33. Global AI-based Raw Material Sourcing Optimization Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 34. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Application (2026-2031)
 Table 35. North America AI-based Raw Material Sourcing Optimization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 36. North America AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & (US$ Million)
 Table 37. North America AI-based Raw Material Sourcing Optimization Market Size by Country (2026-2031) & (US$ Million)
 Table 38. Europe AI-based Raw Material Sourcing Optimization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 39. Europe AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & (US$ Million)
 Table 40. Europe AI-based Raw Material Sourcing Optimization Market Size by Country (2026-2031) & (US$ Million)
 Table 41. Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 42. Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & (US$ Million)
 Table 43. Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size by Region (2026-2031) & (US$ Million)
 Table 44. Latin America AI-based Raw Material Sourcing Optimization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 45. Latin America AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & (US$ Million)
 Table 46. Latin America AI-based Raw Material Sourcing Optimization Market Size by Country (2026-2031) & (US$ Million)
 Table 47. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 48. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & (US$ Million)
 Table 49. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Country (2026-2031) & (US$ Million)
 Table 50. Amazon Company Details
 Table 51. Amazon Business Overview
 Table 52. Amazon AI-based Raw Material Sourcing Optimization Product
 Table 53. Amazon Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 54. Amazon Recent Development
 Table 55. IBM Company Details
 Table 56. IBM Business Overview
 Table 57. IBM AI-based Raw Material Sourcing Optimization Product
 Table 58. IBM Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 59. IBM Recent Development
 Table 60. FedEx Company Details
 Table 61. FedEx Business Overview
 Table 62. FedEx AI-based Raw Material Sourcing Optimization Product
 Table 63. FedEx Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 64. FedEx Recent Development
 Table 65. American Software, Inc. Company Details
 Table 66. American Software, Inc. Business Overview
 Table 67. American Software, Inc. AI-based Raw Material Sourcing Optimization Product
 Table 68. American Software, Inc. Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 69. American Software, Inc. Recent Development
 Table 70. Kinaxis Company Details
 Table 71. Kinaxis Business Overview
 Table 72. Kinaxis AI-based Raw Material Sourcing Optimization Product
 Table 73. Kinaxis Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 74. Kinaxis Recent Development
 Table 75. Blue Yonder Company Details
 Table 76. Blue Yonder Business Overview
 Table 77. Blue Yonder AI-based Raw Material Sourcing Optimization Product
 Table 78. Blue Yonder Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 79. Blue Yonder Recent Development
 Table 80. SAP Company Details
 Table 81. SAP Business Overview
 Table 82. SAP AI-based Raw Material Sourcing Optimization Product
 Table 83. SAP Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 84. SAP Recent Development
 Table 85. Intellinum Company Details
 Table 86. Intellinum Business Overview
 Table 87. Intellinum AI-based Raw Material Sourcing Optimization Product
 Table 88. Intellinum Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 89. Intellinum Recent Development
 Table 90. Alpha Augmented Services AG Company Details
 Table 91. Alpha Augmented Services AG Business Overview
 Table 92. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product
 Table 93. Alpha Augmented Services AG Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 94. Alpha Augmented Services AG Recent Development
 Table 95. ToolsGroup Company Details
 Table 96. ToolsGroup Business Overview
 Table 97. ToolsGroup AI-based Raw Material Sourcing Optimization Product
 Table 98. ToolsGroup Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 99. ToolsGroup Recent Development
 Table 100. RightChain Healthcare Company Details
 Table 101. RightChain Healthcare Business Overview
 Table 102. RightChain Healthcare AI-based Raw Material Sourcing Optimization Product
 Table 103. RightChain Healthcare Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 104. RightChain Healthcare Recent Development
 Table 105. QAD Company Details
 Table 106. QAD Business Overview
 Table 107. QAD AI-based Raw Material Sourcing Optimization Product
 Table 108. QAD Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 109. QAD Recent Development
 Table 110. Inspur Information Company Details
 Table 111. Inspur Information Business Overview
 Table 112. Inspur Information AI-based Raw Material Sourcing Optimization Product
 Table 113. Inspur Information Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 114. Inspur Information Recent Development
 Table 115. Neo Tangent Company Details
 Table 116. Neo Tangent Business Overview
 Table 117. Neo Tangent AI-based Raw Material Sourcing Optimization Product
 Table 118. Neo Tangent Revenue in AI-based Raw Material Sourcing Optimization Business (2020-2025) & (US$ Million)
 Table 119. Neo Tangent Recent Development
 Table 120. Research Programs/Design for This Report
 Table 121. Key Data Information from Secondary Sources
 Table 122. Key Data Information from Primary Sources
 Table 123. Authors List of This Report


List of Figures
 Figure 1. AI-based Raw Material Sourcing Optimization Picture
 Figure 2. Global AI-based Raw Material Sourcing Optimization Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global AI-based Raw Material Sourcing Optimization Market Share by Type: 2024 VS 2031
 Figure 4. Demand Forecasting and Inventory Management Features
 Figure 5. Supplier Selection and Evaluation Features
 Figure 6. Logistics and Transportation Optimization Features
 Figure 7. Resource Allocation and Quality Control Features
 Figure 8. Automated Procurement Process Features
 Figure 9. Others Features
 Figure 10. Global AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2031) & (US$ Million)
 Figure 11. Global AI-based Raw Material Sourcing Optimization Market Share by Application: 2024 VS 2031
 Figure 12. Metals and Mining Case Studies
 Figure 13. Manufacturing Case Studies
 Figure 14. Agriculture Case Studies
 Figure 15. Food Processing Case Studies
 Figure 16. Textiles and Clothing Case Studies
 Figure 17. Pharmaceuticals Case Studies
 Figure 18. Other Case Studies
 Figure 19. AI-based Raw Material Sourcing Optimization Report Years Considered
 Figure 20. Global AI-based Raw Material Sourcing Optimization Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 21. Global AI-based Raw Material Sourcing Optimization Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 22. Global AI-based Raw Material Sourcing Optimization Market Share by Region: 2024 VS 2031
 Figure 23. Global AI-based Raw Material Sourcing Optimization Market Share by Players in 2024
 Figure 24. Global AI-based Raw Material Sourcing Optimization Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
 Figure 25. The Top 10 and 5 Players Market Share by AI-based Raw Material Sourcing Optimization Revenue in 2024
 Figure 26. North America AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. North America AI-based Raw Material Sourcing Optimization Market Share by Country (2020-2031)
 Figure 28. United States AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Canada AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Europe AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. Europe AI-based Raw Material Sourcing Optimization Market Share by Country (2020-2031)
 Figure 32. Germany AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. France AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. U.K. AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. Italy AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Russia AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. Nordic Countries AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 39. Asia-Pacific AI-based Raw Material Sourcing Optimization Market Share by Region (2020-2031)
 Figure 40. China AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Japan AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. South Korea AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 43. Southeast Asia AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. India AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Australia AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. Latin America AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 47. Latin America AI-based Raw Material Sourcing Optimization Market Share by Country (2020-2031)
 Figure 48. Mexico AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 49. Brazil AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 50. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 51. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Share by Country (2020-2031)
 Figure 52. Turkey AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 53. Saudi Arabia AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 54. UAE AI-based Raw Material Sourcing Optimization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 55. Amazon Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 56. IBM Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 57. FedEx Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 58. American Software, Inc. Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 59. Kinaxis Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 60. Blue Yonder Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 61. SAP Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 62. Intellinum Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 63. Alpha Augmented Services AG Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 64. ToolsGroup Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 65. RightChain Healthcare Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 66. QAD Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 67. Inspur Information Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 68. Neo Tangent Revenue Growth Rate in AI-based Raw Material Sourcing Optimization Business (2020-2025)
 Figure 69. Bottom-up and Top-down Approaches for This Report
 Figure 70. Data Triangulation
 Figure 71. Key Executives Interviewed
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