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