Service & Software

Global AI Tools for Data Analysis Market Research Report 2026

This report delivers a comprehensive overview of the global AI Tools for Data Analysis market, with both quantitative and qualitative analyses, to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current market, and make informed business decisions regarding AI Tools for Data Analysis. The AI Tools for Data Analysis market size, estimates, and forecasts are provided in terms of revenue (US$ millions), with 2025 as the base year and historical and forecast data for 2021–2032.
The report segments the global AI Tools for Data Analysis market comprehensively. Regional market sizes by Type, by Application, , and by player are also provided. For deeper insight, the report profiles the competitive landscape, key competitors, and their respective market rankings, and discusses technological trends and new product developments.
This report will assist AI Tools for Data Analysis manufacturers, new entrants, and companies across the industry value chain with information on revenues, sales volume, and average prices for the overall market and its sub-segments, by company, by Type, by Application, and by region.
Market Segmentation
By Company
IBM
Microsoft
Google
SAS Institute
Tableau
Databricks
Amazon
Alteryx
RapidMiner
H2O.ai
Segment by Type
Cloud-Based
On-Premises
Segment by Application
Large enterprises
SMEs
By Region
North America
U.S.
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia & New Zealand
Rest of Asia
Europe
Germany
France
U.K.
Italy
Ireland
Russia
Rest of Europe
Latin America
Mexico
Brazil
Argentina
Rest of Latin America
Middle East & Africa
Israel
United Arab Emirates (UAE)
Saudi Arabia
Rest of MEA
Chapter Outline
Chapter 1: Defines the scope of the report and presents an executive summary of market segments (by Type, by Application, , etc.), including the size of each segment and its future growth potential. It offers a high-level view of the current market and its likely evolution in the short, medium, and long term.
Chapter 2: Summarizes global and regional market size and outlines market dynamics and recent developments, including key drivers, restraints, challenges and risks for industry participants, and relevant policy analysis.
Chapter 3: Provides a detailed view of the competitive landscape for AI Tools for Data Analysis companies, covering revenue share, development plans, and mergers and acquisitions.
Chapter 4: Analyzes segments by Type, detailing the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 5: Analyzes segments by Application, detailing the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 6–10: Regional deep dives (North America, Europe, Asia Pacific, Latin America, Middle East & Africa) broken down by country. Each chapter quantifies market size and growth potential by region and key countries, and outlines market development, outlook, addressable space, and capacity.
Chapter 11: Profiles key players, presenting essential information on leading companies, including product/ service offerings, revenue, gross margin, product introductions/portfolios, recent developments, etc.
Chapter 12: Key findings and conclusions of the report.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI Tools for Data Analysis Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Cloud-Based
1.2.3 On-Premises
1.3 Market by Application
1.3.1 Global AI Tools for Data Analysis Market Growth by Application: 2021 vs 2025 vs 2032
1.3.2 Large enterprises
1.3.3 SMEs
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global AI Tools for Data Analysis Market Perspective (2021–2032)
2.2 Global AI Tools for Data Analysis Growth Trends by Region
2.2.1 Global AI Tools for Data Analysis Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 AI Tools for Data Analysis Historic Market Size by Region (2021–2026)
2.2.3 AI Tools for Data Analysis Forecasted Market Size by Region (2027–2032)
2.3 AI Tools for Data Analysis Market Dynamics
2.3.1 AI Tools for Data Analysis Industry Trends
2.3.2 AI Tools for Data Analysis Market Drivers
2.3.3 AI Tools for Data Analysis Market Challenges
2.3.4 AI Tools for Data Analysis Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI Tools for Data Analysis Players by Revenue
3.1.1 Global Top AI Tools for Data Analysis Players by Revenue (2021–2026)
3.1.2 Global AI Tools for Data Analysis Revenue Market Share by Players (2021–2026)
3.2 Global Top AI Tools for Data Analysis Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by AI Tools for Data Analysis Revenue
3.4 Global AI Tools for Data Analysis Market Concentration Ratio
3.4.1 Global AI Tools for Data Analysis Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI Tools for Data Analysis Revenue in 2025
3.5 Global Key Players of AI Tools for Data Analysis Head Offices and Areas Served
3.6 Global Key Players of AI Tools for Data Analysis, Products and Applications
3.7 Global Key Players of AI Tools for Data Analysis, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 AI Tools for Data Analysis Breakdown Data by Type
4.1 Global AI Tools for Data Analysis Historic Market Size by Type (2021–2026)
4.2 Global AI Tools for Data Analysis Forecasted Market Size by Type (2027–2032)
5 AI Tools for Data Analysis Breakdown Data by Application
5.1 Global AI Tools for Data Analysis Historic Market Size by Application (2021–2026)
5.2 Global AI Tools for Data Analysis Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America AI Tools for Data Analysis Market Size (2021–2032)
6.2 North America AI Tools for Data Analysis Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America AI Tools for Data Analysis Market Size by Country (2021–2026)
6.4 North America AI Tools for Data Analysis Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI Tools for Data Analysis Market Size (2021–2032)
7.2 Europe AI Tools for Data Analysis Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe AI Tools for Data Analysis Market Size by Country (2021–2026)
7.4 Europe AI Tools for Data Analysis Market Size by Country (2027–2032)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific AI Tools for Data Analysis Market Size (2021–2032)
8.2 Asia-Pacific AI Tools for Data Analysis Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific AI Tools for Data Analysis Market Size by Region (2021–2026)
8.4 Asia-Pacific AI Tools for Data Analysis Market Size by Region (2027–2032)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America AI Tools for Data Analysis Market Size (2021–2032)
9.2 Latin America AI Tools for Data Analysis Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America AI Tools for Data Analysis Market Size by Country (2021–2026)
9.4 Latin America AI Tools for Data Analysis Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI Tools for Data Analysis Market Size (2021–2032)
10.2 Middle East & Africa AI Tools for Data Analysis Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa AI Tools for Data Analysis Market Size by Country (2021–2026)
10.4 Middle East & Africa AI Tools for Data Analysis Market Size by Country (2027–2032)
10.5 Israel
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 AI Tools for Data Analysis Introduction
11.1.4 IBM Revenue in AI Tools for Data Analysis Business (2021–2026)
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 AI Tools for Data Analysis Introduction
11.2.4 Microsoft Revenue in AI Tools for Data Analysis Business (2021–2026)
11.2.5 Microsoft Recent Development
11.3 Google
11.3.1 Google Company Details
11.3.2 Google Business Overview
11.3.3 Google AI Tools for Data Analysis Introduction
11.3.4 Google Revenue in AI Tools for Data Analysis Business (2021–2026)
11.3.5 Google Recent Development
11.4 SAS Institute
11.4.1 SAS Institute Company Details
11.4.2 SAS Institute Business Overview
11.4.3 SAS Institute AI Tools for Data Analysis Introduction
11.4.4 SAS Institute Revenue in AI Tools for Data Analysis Business (2021–2026)
11.4.5 SAS Institute Recent Development
11.5 Tableau
11.5.1 Tableau Company Details
11.5.2 Tableau Business Overview
11.5.3 Tableau AI Tools for Data Analysis Introduction
11.5.4 Tableau Revenue in AI Tools for Data Analysis Business (2021–2026)
11.5.5 Tableau Recent Development
11.6 Databricks
11.6.1 Databricks Company Details
11.6.2 Databricks Business Overview
11.6.3 Databricks AI Tools for Data Analysis Introduction
11.6.4 Databricks Revenue in AI Tools for Data Analysis Business (2021–2026)
11.6.5 Databricks Recent Development
11.7 Amazon
11.7.1 Amazon Company Details
11.7.2 Amazon Business Overview
11.7.3 Amazon AI Tools for Data Analysis Introduction
11.7.4 Amazon Revenue in AI Tools for Data Analysis Business (2021–2026)
11.7.5 Amazon Recent Development
11.8 Alteryx
11.8.1 Alteryx Company Details
11.8.2 Alteryx Business Overview
11.8.3 Alteryx AI Tools for Data Analysis Introduction
11.8.4 Alteryx Revenue in AI Tools for Data Analysis Business (2021–2026)
11.8.5 Alteryx Recent Development
11.9 RapidMiner
11.9.1 RapidMiner Company Details
11.9.2 RapidMiner Business Overview
11.9.3 RapidMiner AI Tools for Data Analysis Introduction
11.9.4 RapidMiner Revenue in AI Tools for Data Analysis Business (2021–2026)
11.9.5 RapidMiner Recent Development
11.10 H2O.ai
11.10.1 H2O.ai Company Details
11.10.2 H2O.ai Business Overview
11.10.3 H2O.ai AI Tools for Data Analysis Introduction
11.10.4 H2O.ai Revenue in AI Tools for Data Analysis Business (2021–2026)
11.10.5 H2O.ai 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 Tools for Data Analysis Market Size Growth Rate by Type (US$ Million): 2021 vs 2025 vs 2032
Table 2. Key Players of Cloud-Based
Table 3. Key Players of On-Premises
Table 4. Global AI Tools for Data Analysis Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 5. Global AI Tools for Data Analysis Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 6. Global AI Tools for Data Analysis Market Size by Region (US$ Million), 2021–2026
Table 7. Global AI Tools for Data Analysis Market Share by Region (2021–2026)
Table 8. Global AI Tools for Data Analysis Forecasted Market Size by Region (US$ Million), 2027–2032
Table 9. Global AI Tools for Data Analysis Market Share by Region (2027–2032)
Table 10. AI Tools for Data Analysis Market Trends
Table 11. AI Tools for Data Analysis Market Drivers
Table 12. AI Tools for Data Analysis Market Challenges
Table 13. AI Tools for Data Analysis Market Restraints
Table 14. Global AI Tools for Data Analysis Revenue by Players (US$ Million), 2021–2026
Table 15. Global AI Tools for Data Analysis Market Share by Players (2021–2026)
Table 16. Global Top AI Tools for Data Analysis Players by Tier (Tier 1, Tier 2, and Tier 3), based on AI Tools for Data Analysis Revenue, 2025
Table 17. Ranking of Global Top AI Tools for Data Analysis Companies by Revenue (US$ Million) in 2025
Table 18. Global 5 Largest Players Market Share by AI Tools for Data Analysis Revenue (CR5 and HHI), 2021–2026
Table 19. Global Key Players of AI Tools for Data Analysis, Headquarters and Area Served
Table 20. Global Key Players of AI Tools for Data Analysis, Products and Applications
Table 21. Global Key Players of AI Tools for Data Analysis, Date of General Availability (GA)
Table 22. Mergers and Acquisitions, Expansion Plans
Table 23. Global AI Tools for Data Analysis Market Size by Type (US$ Million), 2021–2026
Table 24. Global AI Tools for Data Analysis Revenue Market Share by Type (2021–2026)
Table 25. Global AI Tools for Data Analysis Forecasted Market Size by Type (US$ Million), 2027–2032
Table 26. Global AI Tools for Data Analysis Revenue Market Share by Type (2027–2032)
Table 27. Global AI Tools for Data Analysis Market Size by Application (US$ Million), 2021–2026
Table 28. Global AI Tools for Data Analysis Revenue Market Share by Application (2021–2026)
Table 29. Global AI Tools for Data Analysis Forecasted Market Size by Application (US$ Million), 2027–2032
Table 30. Global AI Tools for Data Analysis Revenue Market Share by Application (2027–2032)
Table 31. North America AI Tools for Data Analysis Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 32. North America AI Tools for Data Analysis Market Size by Country (US$ Million), 2021–2026
Table 33. North America AI Tools for Data Analysis Market Size by Country (US$ Million), 2027–2032
Table 34. Europe AI Tools for Data Analysis Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 35. Europe AI Tools for Data Analysis Market Size by Country (US$ Million), 2021–2026
Table 36. Europe AI Tools for Data Analysis Market Size by Country (US$ Million), 2027–2032
Table 37. Asia-Pacific AI Tools for Data Analysis Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 38. Asia-Pacific AI Tools for Data Analysis Market Size by Region (US$ Million), 2021–2026
Table 39. Asia-Pacific AI Tools for Data Analysis Market Size by Region (US$ Million), 2027–2032
Table 40. Latin America AI Tools for Data Analysis Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 41. Latin America AI Tools for Data Analysis Market Size by Country (US$ Million), 2021–2026
Table 42. Latin America AI Tools for Data Analysis Market Size by Country (US$ Million), 2027–2032
Table 43. Middle East & Africa AI Tools for Data Analysis Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 44. Middle East & Africa AI Tools for Data Analysis Market Size by Country (US$ Million), 2021–2026
Table 45. Middle East & Africa AI Tools for Data Analysis Market Size by Country (US$ Million), 2027–2032
Table 46. IBM Company Details
Table 47. IBM Business Overview
Table 48. IBM AI Tools for Data Analysis Product
Table 49. IBM Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 50. IBM Recent Development
Table 51. Microsoft Company Details
Table 52. Microsoft Business Overview
Table 53. Microsoft AI Tools for Data Analysis Product
Table 54. Microsoft Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 55. Microsoft Recent Development
Table 56. Google Company Details
Table 57. Google Business Overview
Table 58. Google AI Tools for Data Analysis Product
Table 59. Google Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 60. Google Recent Development
Table 61. SAS Institute Company Details
Table 62. SAS Institute Business Overview
Table 63. SAS Institute AI Tools for Data Analysis Product
Table 64. SAS Institute Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 65. SAS Institute Recent Development
Table 66. Tableau Company Details
Table 67. Tableau Business Overview
Table 68. Tableau AI Tools for Data Analysis Product
Table 69. Tableau Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 70. Tableau Recent Development
Table 71. Databricks Company Details
Table 72. Databricks Business Overview
Table 73. Databricks AI Tools for Data Analysis Product
Table 74. Databricks Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 75. Databricks Recent Development
Table 76. Amazon Company Details
Table 77. Amazon Business Overview
Table 78. Amazon AI Tools for Data Analysis Product
Table 79. Amazon Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 80. Amazon Recent Development
Table 81. Alteryx Company Details
Table 82. Alteryx Business Overview
Table 83. Alteryx AI Tools for Data Analysis Product
Table 84. Alteryx Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 85. Alteryx Recent Development
Table 86. RapidMiner Company Details
Table 87. RapidMiner Business Overview
Table 88. RapidMiner AI Tools for Data Analysis Product
Table 89. RapidMiner Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 90. RapidMiner Recent Development
Table 91. H2O.ai Company Details
Table 92. H2O.ai Business Overview
Table 93. H2O.ai AI Tools for Data Analysis Product
Table 94. H2O.ai Revenue in AI Tools for Data Analysis Business (US$ Million), 2021–2026
Table 95. H2O.ai Recent Development
Table 96. Research Programs/Design for This Report
Table 97. Key Data Information from Secondary Sources
Table 98. Key Data Information from Primary Sources
Table 99. Authors List of This Report


List of Figures
Figure 1. AI Tools for Data Analysis Picture
Figure 2. Global AI Tools for Data Analysis Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global AI Tools for Data Analysis Market Share by Type: 2025 vs 2032
Figure 4. Cloud-Based Features
Figure 5. On-Premises Features
Figure 6. Global AI Tools for Data Analysis Market Size by Application (US$ Million), 2021–2032
Figure 7. Global AI Tools for Data Analysis Market Share by Application: 2025 vs 2032
Figure 8. Large enterprises Case Studies
Figure 9. SMEs Case Studies
Figure 10. AI Tools for Data Analysis Report Years Considered
Figure 11. Global AI Tools for Data Analysis Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 12. Global AI Tools for Data Analysis Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 13. Global AI Tools for Data Analysis Market Share by Region: 2025 vs 2032
Figure 14. Global AI Tools for Data Analysis Market Share by Players in 2025
Figure 15. Global AI Tools for Data Analysis Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 16. The Top 10 and 5 Players Market Share by AI Tools for Data Analysis Revenue in 2025
Figure 17. North America AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 18. North America AI Tools for Data Analysis Market Share by Country (2021–2032)
Figure 19. United States AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 20. Canada AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 21. Europe AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 22. Europe AI Tools for Data Analysis Market Share by Country (2021–2032)
Figure 23. Germany AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 24. France AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 25. U.K. AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 26. Italy AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 27. Russia AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 28. Ireland AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 29. Asia-Pacific AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 30. Asia-Pacific AI Tools for Data Analysis Market Share by Region (2021–2032)
Figure 31. China AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 32. Japan AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 33. South Korea AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 34. Southeast Asia AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. India AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 36. Australia & New Zealand AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Latin America AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 38. Latin America AI Tools for Data Analysis Market Share by Country (2021–2032)
Figure 39. Mexico AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. Brazil AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Middle East & Africa AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 42. Middle East & Africa AI Tools for Data Analysis Market Share by Country (2021–2032)
Figure 43. Israel AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 44. Saudi Arabia AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. UAE AI Tools for Data Analysis Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. IBM Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 47. Microsoft Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 48. Google Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 49. SAS Institute Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 50. Tableau Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 51. Databricks Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 52. Amazon Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 53. Alteryx Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 54. RapidMiner Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 55. H2O.ai Revenue Growth Rate in AI Tools for Data Analysis Business (2021–2026)
Figure 56. Bottom-up and Top-down Approaches for This Report
Figure 57. Data Triangulation
Figure 58. Key Executives Interviewed
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