List of Tables
Table 1. Global Digital Supply Chain Twin Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Circular Supply Chain
Table 3. Key Players of Food Supply Chain
Table 4. Key Players of Global Port Management
Table 5. Key Players of Others
Table 6. Global Digital Supply Chain Twin Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global Digital Supply Chain Twin Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 8. Global Digital Supply Chain Twin Market Size by Region (2020-2025) & (US$ Million)
Table 9. Global Digital Supply Chain Twin Market Share by Region (2020-2025)
Table 10. Global Digital Supply Chain Twin Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 11. Global Digital Supply Chain Twin Market Share by Region (2026-2031)
Table 12. Digital Supply Chain Twin Market Trends
Table 13. Digital Supply Chain Twin Market Drivers
Table 14. Digital Supply Chain Twin Market Challenges
Table 15. Digital Supply Chain Twin Market Restraints
Table 16. Global Digital Supply Chain Twin Revenue by Players (2020-2025) & (US$ Million)
Table 17. Global Digital Supply Chain Twin Market Share by Players (2020-2025)
Table 18. Global Top Digital Supply Chain Twin Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Supply Chain Twin as of 2024)
Table 19. Ranking of Global Top Digital Supply Chain Twin Companies by Revenue (US$ Million) in 2024
Table 20. Global 5 Largest Players Market Share by Digital Supply Chain Twin Revenue (CR5 and HHI) & (2020-2025)
Table 21. Global Key Players of Digital Supply Chain Twin, Headquarters and Area Served
Table 22. Global Key Players of Digital Supply Chain Twin, Product and Application
Table 23. Global Key Players of Digital Supply Chain Twin, Date of Enter into This Industry
Table 24. Mergers & Acquisitions, Expansion Plans
Table 25. Global Digital Supply Chain Twin Market Size by Type (2020-2025) & (US$ Million)
Table 26. Global Digital Supply Chain Twin Revenue Market Share by Type (2020-2025)
Table 27. Global Digital Supply Chain Twin Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 28. Global Digital Supply Chain Twin Revenue Market Share by Type (2026-2031)
Table 29. Global Digital Supply Chain Twin Market Size by Application (2020-2025) & (US$ Million)
Table 30. Global Digital Supply Chain Twin Revenue Market Share by Application (2020-2025)
Table 31. Global Digital Supply Chain Twin Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 32. Global Digital Supply Chain Twin Revenue Market Share by Application (2026-2031)
Table 33. North America Digital Supply Chain Twin Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 34. North America Digital Supply Chain Twin Market Size by Country (2020-2025) & (US$ Million)
Table 35. North America Digital Supply Chain Twin Market Size by Country (2026-2031) & (US$ Million)
Table 36. Europe Digital Supply Chain Twin Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 37. Europe Digital Supply Chain Twin Market Size by Country (2020-2025) & (US$ Million)
Table 38. Europe Digital Supply Chain Twin Market Size by Country (2026-2031) & (US$ Million)
Table 39. Asia-Pacific Digital Supply Chain Twin Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 40. Asia-Pacific Digital Supply Chain Twin Market Size by Region (2020-2025) & (US$ Million)
Table 41. Asia-Pacific Digital Supply Chain Twin Market Size by Region (2026-2031) & (US$ Million)
Table 42. Latin America Digital Supply Chain Twin Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 43. Latin America Digital Supply Chain Twin Market Size by Country (2020-2025) & (US$ Million)
Table 44. Latin America Digital Supply Chain Twin Market Size by Country (2026-2031) & (US$ Million)
Table 45. Middle East & Africa Digital Supply Chain Twin Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 46. Middle East & Africa Digital Supply Chain Twin Market Size by Country (2020-2025) & (US$ Million)
Table 47. Middle East & Africa Digital Supply Chain Twin Market Size by Country (2026-2031) & (US$ Million)
Table 48. ParkourSCs Company Details
Table 49. ParkourSCs Business Overview
Table 50. ParkourSCs Digital Supply Chain Twin Product
Table 51. ParkourSCs Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 52. ParkourSCs Recent Development
Table 53. AnyLogic Company Details
Table 54. AnyLogic Business Overview
Table 55. AnyLogic Digital Supply Chain Twin Product
Table 56. AnyLogic Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 57. AnyLogic Recent Development
Table 58. Coupa Company Details
Table 59. Coupa Business Overview
Table 60. Coupa Digital Supply Chain Twin Product
Table 61. Coupa Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 62. Coupa Recent Development
Table 63. AVEVA Company Details
Table 64. AVEVA Business Overview
Table 65. AVEVA Digital Supply Chain Twin Product
Table 66. AVEVA Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 67. AVEVA Recent Development
Table 68. Google Cloud Company Details
Table 69. Google Cloud Business Overview
Table 70. Google Cloud Digital Supply Chain Twin Product
Table 71. Google Cloud Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 72. Google Cloud Recent Development
Table 73. Pointellis Company Details
Table 74. Pointellis Business Overview
Table 75. Pointellis Digital Supply Chain Twin Product
Table 76. Pointellis Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 77. Pointellis Recent Development
Table 78. Netflix Company Details
Table 79. Netflix Business Overview
Table 80. Netflix Digital Supply Chain Twin Product
Table 81. Netflix Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 82. Netflix Recent Development
Table 83. Micron Technology Company Details
Table 84. Micron Technology Business Overview
Table 85. Micron Technology Digital Supply Chain Twin Product
Table 86. Micron Technology Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 87. Micron Technology Recent Development
Table 88. Stanley Black & Decker Company Details
Table 89. Stanley Black & Decker Business Overview
Table 90. Stanley Black & Decker Digital Supply Chain Twin Product
Table 91. Stanley Black & Decker Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 92. Stanley Black & Decker Recent Development
Table 93. Braincube Company Details
Table 94. Braincube Business Overview
Table 95. Braincube Digital Supply Chain Twin Product
Table 96. Braincube Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 97. Braincube Recent Development
Table 98. DHL Company Details
Table 99. DHL Business Overview
Table 100. DHL Digital Supply Chain Twin Product
Table 101. DHL Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 102. DHL Recent Development
Table 103. GE Company Details
Table 104. GE Business Overview
Table 105. GE Digital Supply Chain Twin Product
Table 106. GE Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 107. GE Recent Development
Table 108. Capgemini Company Details
Table 109. Capgemini Business Overview
Table 110. Capgemini Digital Supply Chain Twin Product
Table 111. Capgemini Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 112. Capgemini Recent Development
Table 113. Vormittag Associates Company Details
Table 114. Vormittag Associates Business Overview
Table 115. Vormittag Associates Digital Supply Chain Twin Product
Table 116. Vormittag Associates Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 117. Vormittag Associates Recent Development
Table 118. Anaplan Company Details
Table 119. Anaplan Business Overview
Table 120. Anaplan Digital Supply Chain Twin Product
Table 121. Anaplan Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 122. Anaplan Recent Development
Table 123. SAP Company Details
Table 124. SAP Business Overview
Table 125. SAP Digital Supply Chain Twin Product
Table 126. SAP Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 127. SAP Recent Development
Table 128. Datumix Company Details
Table 129. Datumix Business Overview
Table 130. Datumix Digital Supply Chain Twin Product
Table 131. Datumix Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 132. Datumix Recent Development
Table 133. Cognition Factory Company Details
Table 134. Cognition Factory Business Overview
Table 135. Cognition Factory Digital Supply Chain Twin Product
Table 136. Cognition Factory Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 137. Cognition Factory Recent Development
Table 138. SenSat Company Details
Table 139. SenSat Business Overview
Table 140. SenSat Digital Supply Chain Twin Product
Table 141. SenSat Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 142. SenSat Recent Development
Table 143. Logivations Company Details
Table 144. Logivations Business Overview
Table 145. Logivations Digital Supply Chain Twin Product
Table 146. Logivations Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 147. Logivations Recent Development
Table 148. 3DEXPERIENCE Company Details
Table 149. 3DEXPERIENCE Business Overview
Table 150. 3DEXPERIENCE Digital Supply Chain Twin Product
Table 151. 3DEXPERIENCE Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 152. 3DEXPERIENCE Recent Development
Table 153. Oracle Company Details
Table 154. Oracle Business Overview
Table 155. Oracle Digital Supply Chain Twin Product
Table 156. Oracle Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 157. Oracle Recent Development
Table 158. SAS Simulation Studio Company Details
Table 159. SAS Simulation Studio Business Overview
Table 160. SAS Simulation Studio Digital Supply Chain Twin Product
Table 161. SAS Simulation Studio Revenue in Digital Supply Chain Twin Business (2020-2025) & (US$ Million)
Table 162. SAS Simulation Studio Recent Development
Table 163. Research Programs/Design for This Report
Table 164. Key Data Information from Secondary Sources
Table 165. Key Data Information from Primary Sources
Table 166. Authors List of This Report
List of Figures
Figure 1. Digital Supply Chain Twin Picture
Figure 2. Global Digital Supply Chain Twin Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Digital Supply Chain Twin Market Share by Type: 2024 VS 2031
Figure 4. Circular Supply Chain Features
Figure 5. Food Supply Chain Features
Figure 6. Global Port Management Features
Figure 7. Others Features
Figure 8. Global Digital Supply Chain Twin Market Size by Application (2020-2031) & (US$ Million)
Figure 9. Global Digital Supply Chain Twin Market Share by Application: 2024 VS 2031
Figure 10. Industrial Case Studies
Figure 11. Transport Industry Case Studies
Figure 12. Medical Industry Case Studies
Figure 13. Others Case Studies
Figure 14. Digital Supply Chain Twin Report Years Considered
Figure 15. Global Digital Supply Chain Twin Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 16. Global Digital Supply Chain Twin Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 17. Global Digital Supply Chain Twin Market Share by Region: 2024 VS 2031
Figure 18. Global Digital Supply Chain Twin Market Share by Players in 2024
Figure 19. Global Top Digital Supply Chain Twin Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Supply Chain Twin as of 2024)
Figure 20. The Top 10 and 5 Players Market Share by Digital Supply Chain Twin Revenue in 2024
Figure 21. North America Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. North America Digital Supply Chain Twin Market Share by Country (2020-2031)
Figure 23. United States Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Canada Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Europe Digital Supply Chain Twin Market Share by Country (2020-2031)
Figure 27. Germany Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. France Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. U.K. Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Italy Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Russia Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Nordic Countries Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Asia-Pacific Digital Supply Chain Twin Market Share by Region (2020-2031)
Figure 35. China Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Japan Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. South Korea Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Southeast Asia Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. India Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Australia Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Latin America Digital Supply Chain Twin Market Share by Country (2020-2031)
Figure 43. Mexico Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Brazil Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Middle East & Africa Digital Supply Chain Twin Market Share by Country (2020-2031)
Figure 47. Turkey Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Saudi Arabia Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. UAE Digital Supply Chain Twin Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. ParkourSCs Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 51. AnyLogic Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 52. Coupa Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 53. AVEVA Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 54. Google Cloud Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 55. Pointellis Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 56. Netflix Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 57. Micron Technology Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 58. Stanley Black & Decker Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 59. Braincube Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 60. DHL Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 61. GE Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 62. Capgemini Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 63. Vormittag Associates Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 64. Anaplan Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 65. SAP Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 66. Datumix Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 67. Cognition Factory Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 68. SenSat Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 69. Logivations Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 70. 3DEXPERIENCE Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 71. Oracle Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 72. SAS Simulation Studio Revenue Growth Rate in Digital Supply Chain Twin Business (2020-2025)
Figure 73. Bottom-up and Top-down Approaches for This Report
Figure 74. Data Triangulation
Figure 75. Key Executives Interviewed