List of Tables
Table 1. Global Cognitive Systems Spending Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Hardware Systems
Table 3. Key Players of Software Systems
Table 4. Key Players of Services Systems
Table 5. Key Players of Others
Table 6. Global Cognitive Systems Spending Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global Cognitive Systems Spending Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 8. Global Cognitive Systems Spending Market Size by Region (2020-2025) & (US$ Million)
Table 9. Global Cognitive Systems Spending Market Share by Region (2020-2025)
Table 10. Global Cognitive Systems Spending Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 11. Global Cognitive Systems Spending Market Share by Region (2026-2031)
Table 12. Cognitive Systems Spending Market Trends
Table 13. Cognitive Systems Spending Market Drivers
Table 14. Cognitive Systems Spending Market Challenges
Table 15. Cognitive Systems Spending Market Restraints
Table 16. Global Cognitive Systems Spending Revenue by Players (2020-2025) & (US$ Million)
Table 17. Global Cognitive Systems Spending Market Share by Players (2020-2025)
Table 18. Global Top Cognitive Systems Spending Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Cognitive Systems Spending as of 2024)
Table 19. Ranking of Global Top Cognitive Systems Spending Companies by Revenue (US$ Million) in 2024
Table 20. Global 5 Largest Players Market Share by Cognitive Systems Spending Revenue (CR5 and HHI) & (2020-2025)
Table 21. Global Key Players of Cognitive Systems Spending, Headquarters and Area Served
Table 22. Global Key Players of Cognitive Systems Spending, Product and Application
Table 23. Global Key Players of Cognitive Systems Spending, Date of Enter into This Industry
Table 24. Mergers & Acquisitions, Expansion Plans
Table 25. Global Cognitive Systems Spending Market Size by Type (2020-2025) & (US$ Million)
Table 26. Global Cognitive Systems Spending Revenue Market Share by Type (2020-2025)
Table 27. Global Cognitive Systems Spending Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 28. Global Cognitive Systems Spending Revenue Market Share by Type (2026-2031)
Table 29. Global Cognitive Systems Spending Market Size by Application (2020-2025) & (US$ Million)
Table 30. Global Cognitive Systems Spending Revenue Market Share by Application (2020-2025)
Table 31. Global Cognitive Systems Spending Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 32. Global Cognitive Systems Spending Revenue Market Share by Application (2026-2031)
Table 33. North America Cognitive Systems Spending Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 34. North America Cognitive Systems Spending Market Size by Country (2020-2025) & (US$ Million)
Table 35. North America Cognitive Systems Spending Market Size by Country (2026-2031) & (US$ Million)
Table 36. Europe Cognitive Systems Spending Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 37. Europe Cognitive Systems Spending Market Size by Country (2020-2025) & (US$ Million)
Table 38. Europe Cognitive Systems Spending Market Size by Country (2026-2031) & (US$ Million)
Table 39. Asia-Pacific Cognitive Systems Spending Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 40. Asia-Pacific Cognitive Systems Spending Market Size by Region (2020-2025) & (US$ Million)
Table 41. Asia-Pacific Cognitive Systems Spending Market Size by Region (2026-2031) & (US$ Million)
Table 42. Latin America Cognitive Systems Spending Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 43. Latin America Cognitive Systems Spending Market Size by Country (2020-2025) & (US$ Million)
Table 44. Latin America Cognitive Systems Spending Market Size by Country (2026-2031) & (US$ Million)
Table 45. Middle East & Africa Cognitive Systems Spending Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 46. Middle East & Africa Cognitive Systems Spending Market Size by Country (2020-2025) & (US$ Million)
Table 47. Middle East & Africa Cognitive Systems Spending Market Size by Country (2026-2031) & (US$ Million)
Table 48. IBM Company Details
Table 49. IBM Business Overview
Table 50. IBM Cognitive Systems Spending Product
Table 51. IBM Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 52. IBM Recent Development
Table 53. Accenture Company Details
Table 54. Accenture Business Overview
Table 55. Accenture Cognitive Systems Spending Product
Table 56. Accenture Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 57. Accenture Recent Development
Table 58. HP Company Details
Table 59. HP Business Overview
Table 60. HP Cognitive Systems Spending Product
Table 61. HP Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 62. HP Recent Development
Table 63. Microsoft Company Details
Table 64. Microsoft Business Overview
Table 65. Microsoft Cognitive Systems Spending Product
Table 66. Microsoft Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 67. Microsoft Recent Development
Table 68. Intel Company Details
Table 69. Intel Business Overview
Table 70. Intel Cognitive Systems Spending Product
Table 71. Intel Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 72. Intel Recent Development
Table 73. Attivio Company Details
Table 74. Attivio Business Overview
Table 75. Attivio Cognitive Systems Spending Product
Table 76. Attivio Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 77. Attivio Recent Development
Table 78. Wipro Company Details
Table 79. Wipro Business Overview
Table 80. Wipro Cognitive Systems Spending Product
Table 81. Wipro Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 82. Wipro Recent Development
Table 83. CognitiveScale, Inc. Company Details
Table 84. CognitiveScale, Inc. Business Overview
Table 85. CognitiveScale, Inc. Cognitive Systems Spending Product
Table 86. CognitiveScale, Inc. Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 87. CognitiveScale, Inc. Recent Development
Table 88. IPsoft Company Details
Table 89. IPsoft Business Overview
Table 90. IPsoft Cognitive Systems Spending Product
Table 91. IPsoft Revenue in Cognitive Systems Spending Business (2020-2025) & (US$ Million)
Table 92. IPsoft Recent Development
Table 93. Research Programs/Design for This Report
Table 94. Key Data Information from Secondary Sources
Table 95. Key Data Information from Primary Sources
Table 96. Authors List of This Report
List of Figures
Figure 1. Cognitive Systems Spending Picture
Figure 2. Global Cognitive Systems Spending Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Cognitive Systems Spending Market Share by Type: 2024 VS 2031
Figure 4. Hardware Systems Features
Figure 5. Software Systems Features
Figure 6. Services Systems Features
Figure 7. Others Features
Figure 8. Global Cognitive Systems Spending Market Size by Application (2020-2031) & (US$ Million)
Figure 9. Global Cognitive Systems Spending Market Share by Application: 2024 VS 2031
Figure 10. Banking Case Studies
Figure 11. Education Case Studies
Figure 12. Manufacturing Case Studies
Figure 13. Healthcare Case Studies
Figure 14. Telecommunications Case Studies
Figure 15. Transportation Case Studies
Figure 16. Others Case Studies
Figure 17. Cognitive Systems Spending Report Years Considered
Figure 18. Global Cognitive Systems Spending Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 19. Global Cognitive Systems Spending Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 20. Global Cognitive Systems Spending Market Share by Region: 2024 VS 2031
Figure 21. Global Cognitive Systems Spending Market Share by Players in 2024
Figure 22. Global Top Cognitive Systems Spending Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Cognitive Systems Spending as of 2024)
Figure 23. The Top 10 and 5 Players Market Share by Cognitive Systems Spending Revenue in 2024
Figure 24. North America Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. North America Cognitive Systems Spending Market Share by Country (2020-2031)
Figure 26. United States Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. Canada Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Europe Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Europe Cognitive Systems Spending Market Share by Country (2020-2031)
Figure 30. Germany Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. France Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. U.K. Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Italy Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Russia Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Nordic Countries Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Asia-Pacific Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Asia-Pacific Cognitive Systems Spending Market Share by Region (2020-2031)
Figure 38. China Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Japan Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. South Korea Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Southeast Asia Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. India Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Australia Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Latin America Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Latin America Cognitive Systems Spending Market Share by Country (2020-2031)
Figure 46. Mexico Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. Brazil Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Middle East & Africa Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. Middle East & Africa Cognitive Systems Spending Market Share by Country (2020-2031)
Figure 50. Turkey Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 51. Saudi Arabia Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 52. UAE Cognitive Systems Spending Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 53. IBM Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 54. Accenture Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 55. HP Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 56. Microsoft Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 57. Intel Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 58. Attivio Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 59. Wipro Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 60. CognitiveScale, Inc. Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 61. IPsoft Revenue Growth Rate in Cognitive Systems Spending Business (2020-2025)
Figure 62. Bottom-up and Top-down Approaches for This Report
Figure 63. Data Triangulation
Figure 64. Key Executives Interviewed