The value of machine learning in finance is becoming more apparent by the day. As banks and other financial institutions strive to beef up security, streamline processes, and improve financial analysis, ML is becoming the technology of choice.
This report aims to provide a comprehensive presentation of the global market for Machine Learning in Finance, 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 Machine Learning in Finance. This report contains market size and forecasts of Machine Learning in Finance in global, including the following market information:
Global Machine Learning in Finance Market Revenue, 2018-2023, 2024-2032, ($ millions)
Global top five companies in 2022 (%)
The global Machine Learning in Finance market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Supervised Learning Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Machine Learning in Finance include Ignite Ltd, Yodlee, Trill A.I., MindTitan, Accenture and ZestFinance, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Machine Learning in Finance companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Machine Learning in Finance Market, by Type, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning in Finance Market Segment Percentages, by Type, 2022 (%)
Supervised Learning
Unsupervised Learning
Semi Supervised Learning
Reinforced Leaning
Global Machine Learning in Finance Market, by Application, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning in Finance Market Segment Percentages, by Application, 2022 (%)
Banks
Securities Company
Others
Global Machine Learning in Finance Market, By Region and Country, 2018-2023, 2024-2032 ($ Millions)
Global Machine Learning in Finance Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Machine Learning in Finance revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Machine Learning in Finance revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Ignite Ltd
Yodlee
Trill A.I.
MindTitan
Accenture
ZestFinance
Outline of Major Chapters:
Chapter 1: Introduces the definition of Machine Learning in Finance, market overview.
Chapter 2: Global Machine Learning in Finance market size in revenue.
Chapter 3: Detailed analysis of Machine Learning in Finance company competitive landscape, revenue and 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: Sales of Machine Learning in Finance in regional level and country level. 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 of each country in the world.
Chapter 7: 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 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Machine Learning in Finance Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Machine Learning in Finance Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Machine Learning in Finance Overall Market Size
2.1 Global Machine Learning in Finance Market Size: 2022 VS 2032
2.2 Global Machine Learning in Finance Market Size, Prospects & Forecasts: 2018-2032
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Machine Learning in Finance Players in Global Market
3.2 Top Global Machine Learning in Finance Companies Ranked by Revenue
3.3 Global Machine Learning in Finance Revenue by Companies
3.4 Top 3 and Top 5 Machine Learning in Finance Companies in Global Market, by Revenue in 2022
3.5 Global Companies Machine Learning in Finance Product Type
3.6 Tier 1, Tier 2 and Tier 3 Machine Learning in Finance Players in Global Market
3.6.1 List of Global Tier 1 Machine Learning in Finance Companies
3.6.2 List of Global Tier 2 and Tier 3 Machine Learning in Finance Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Machine Learning in Finance Market Size Markets, 2022 & 2032
4.1.2 Supervised Learning
4.1.3 Unsupervised Learning
4.1.4 Semi Supervised Learning
4.1.5 Reinforced Leaning
4.2 By Type - Global Machine Learning in Finance Revenue & Forecasts
4.2.1 By Type - Global Machine Learning in Finance Revenue, 2018-2023
4.2.2 By Type - Global Machine Learning in Finance Revenue, 2024-2032
4.2.3 By Type - Global Machine Learning in Finance Revenue Market Share, 2018-2032
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Machine Learning in Finance Market Size, 2022 & 2032
5.1.2 Banks
5.1.3 Securities Company
5.1.4 Others
5.2 By Application - Global Machine Learning in Finance Revenue & Forecasts
5.2.1 By Application - Global Machine Learning in Finance Revenue, 2018-2023
5.2.2 By Application - Global Machine Learning in Finance Revenue, 2024-2032
5.2.3 By Application - Global Machine Learning in Finance Revenue Market Share, 2018-2032
6 Sights by Region
6.1 By Region - Global Machine Learning in Finance Market Size, 2022 & 2032
6.2 By Region - Global Machine Learning in Finance Revenue & Forecasts
6.2.1 By Region - Global Machine Learning in Finance Revenue, 2018-2023
6.2.2 By Region - Global Machine Learning in Finance Revenue, 2024-2032
6.2.3 By Region - Global Machine Learning in Finance Revenue Market Share, 2018-2032
6.3 North America
6.3.1 By Country - North America Machine Learning in Finance Revenue, 2018-2032
6.3.2 US Machine Learning in Finance Market Size, 2018-2032
6.3.3 Canada Machine Learning in Finance Market Size, 2018-2032
6.3.4 Mexico Machine Learning in Finance Market Size, 2018-2032
6.4 Europe
6.4.1 By Country - Europe Machine Learning in Finance Revenue, 2018-2032
6.4.2 Germany Machine Learning in Finance Market Size, 2018-2032
6.4.3 France Machine Learning in Finance Market Size, 2018-2032
6.4.4 U.K. Machine Learning in Finance Market Size, 2018-2032
6.4.5 Italy Machine Learning in Finance Market Size, 2018-2032
6.4.6 Russia Machine Learning in Finance Market Size, 2018-2032
6.4.7 Nordic Countries Machine Learning in Finance Market Size, 2018-2032
6.4.8 Benelux Machine Learning in Finance Market Size, 2018-2032
6.5 Asia
6.5.1 By Region - Asia Machine Learning in Finance Revenue, 2018-2032
6.5.2 China Machine Learning in Finance Market Size, 2018-2032
6.5.3 Japan Machine Learning in Finance Market Size, 2018-2032
6.5.4 South Korea Machine Learning in Finance Market Size, 2018-2032
6.5.5 Southeast Asia Machine Learning in Finance Market Size, 2018-2032
6.5.6 India Machine Learning in Finance Market Size, 2018-2032
6.6 South America
6.6.1 By Country - South America Machine Learning in Finance Revenue, 2018-2032
6.6.2 Brazil Machine Learning in Finance Market Size, 2018-2032
6.6.3 Argentina Machine Learning in Finance Market Size, 2018-2032
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Machine Learning in Finance Revenue, 2018-2032
6.7.2 Turkey Machine Learning in Finance Market Size, 2018-2032
6.7.3 Israel Machine Learning in Finance Market Size, 2018-2032
6.7.4 Saudi Arabia Machine Learning in Finance Market Size, 2018-2032
6.7.5 UAE Machine Learning in Finance Market Size, 2018-2032
7 Machine Learning in Finance Companies Profiles
7.1 Ignite Ltd
7.1.1 Ignite Ltd Company Summary
7.1.2 Ignite Ltd Business Overview
7.1.3 Ignite Ltd Machine Learning in Finance Major Product Offerings
7.1.4 Ignite Ltd Machine Learning in Finance Revenue in Global Market (2018-2023)
7.1.5 Ignite Ltd Key News & Latest Developments
7.2 Yodlee
7.2.1 Yodlee Company Summary
7.2.2 Yodlee Business Overview
7.2.3 Yodlee Machine Learning in Finance Major Product Offerings
7.2.4 Yodlee Machine Learning in Finance Revenue in Global Market (2018-2023)
7.2.5 Yodlee Key News & Latest Developments
7.3 Trill A.I.
7.3.1 Trill A.I. Company Summary
7.3.2 Trill A.I. Business Overview
7.3.3 Trill A.I. Machine Learning in Finance Major Product Offerings
7.3.4 Trill A.I. Machine Learning in Finance Revenue in Global Market (2018-2023)
7.3.5 Trill A.I. Key News & Latest Developments
7.4 MindTitan
7.4.1 MindTitan Company Summary
7.4.2 MindTitan Business Overview
7.4.3 MindTitan Machine Learning in Finance Major Product Offerings
7.4.4 MindTitan Machine Learning in Finance Revenue in Global Market (2018-2023)
7.4.5 MindTitan Key News & Latest Developments
7.5 Accenture
7.5.1 Accenture Company Summary
7.5.2 Accenture Business Overview
7.5.3 Accenture Machine Learning in Finance Major Product Offerings
7.5.4 Accenture Machine Learning in Finance Revenue in Global Market (2018-2023)
7.5.5 Accenture Key News & Latest Developments
7.6 ZestFinance
7.6.1 ZestFinance Company Summary
7.6.2 ZestFinance Business Overview
7.6.3 ZestFinance Machine Learning in Finance Major Product Offerings
7.6.4 ZestFinance Machine Learning in Finance Revenue in Global Market (2018-2023)
7.6.5 ZestFinance Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Machine Learning in Finance Market Opportunities & Trends in Global Market
Table 2. Machine Learning in Finance Market Drivers in Global Market
Table 3. Machine Learning in Finance Market Restraints in Global Market
Table 4. Key Players of Machine Learning in Finance in Global Market
Table 5. Top Machine Learning in Finance Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Machine Learning in Finance Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Machine Learning in Finance Revenue Share by Companies, 2018-2023
Table 8. Global Companies Machine Learning in Finance Product Type
Table 9. List of Global Tier 1 Machine Learning in Finance Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning in Finance Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Machine Learning in Finance Revenue, (US$, Mn), 2022 & 2032
Table 12. By Type - Machine Learning in Finance Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Machine Learning in Finance Revenue in Global (US$, Mn), 2024-2032
Table 14. By Application ? Global Machine Learning in Finance Revenue, (US$, Mn), 2022 & 2032
Table 15. By Application - Machine Learning in Finance Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Machine Learning in Finance Revenue in Global (US$, Mn), 2024-2032
Table 17. By Region ? Global Machine Learning in Finance Revenue, (US$, Mn), 2022 & 2032
Table 18. By Region - Global Machine Learning in Finance Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Machine Learning in Finance Revenue (US$, Mn), 2024-2032
Table 20. By Country - North America Machine Learning in Finance Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Machine Learning in Finance Revenue, (US$, Mn), 2024-2032
Table 22. By Country - Europe Machine Learning in Finance Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Machine Learning in Finance Revenue, (US$, Mn), 2024-2032
Table 24. By Region - Asia Machine Learning in Finance Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Machine Learning in Finance Revenue, (US$, Mn), 2024-2032
Table 26. By Country - South America Machine Learning in Finance Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Machine Learning in Finance Revenue, (US$, Mn), 2024-2032
Table 28. By Country - Middle East & Africa Machine Learning in Finance Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Machine Learning in Finance Revenue, (US$, Mn), 2024-2032
Table 30. Ignite Ltd Company Summary
Table 31. Ignite Ltd Machine Learning in Finance Product Offerings
Table 32. Ignite Ltd Machine Learning in Finance Revenue (US$, Mn) & (2018-2023)
Table 33. Ignite Ltd Key News & Latest Developments
Table 34. Yodlee Company Summary
Table 35. Yodlee Machine Learning in Finance Product Offerings
Table 36. Yodlee Machine Learning in Finance Revenue (US$, Mn) & (2018-2023)
Table 37. Yodlee Key News & Latest Developments
Table 38. Trill A.I. Company Summary
Table 39. Trill A.I. Machine Learning in Finance Product Offerings
Table 40. Trill A.I. Machine Learning in Finance Revenue (US$, Mn) & (2018-2023)
Table 41. Trill A.I. Key News & Latest Developments
Table 42. MindTitan Company Summary
Table 43. MindTitan Machine Learning in Finance Product Offerings
Table 44. MindTitan Machine Learning in Finance Revenue (US$, Mn) & (2018-2023)
Table 45. MindTitan Key News & Latest Developments
Table 46. Accenture Company Summary
Table 47. Accenture Machine Learning in Finance Product Offerings
Table 48. Accenture Machine Learning in Finance Revenue (US$, Mn) & (2018-2023)
Table 49. Accenture Key News & Latest Developments
Table 50. ZestFinance Company Summary
Table 51. ZestFinance Machine Learning in Finance Product Offerings
Table 52. ZestFinance Machine Learning in Finance Revenue (US$, Mn) & (2018-2023)
Table 53. ZestFinance Key News & Latest Developments
List of Figures
Figure 1. Machine Learning in Finance Segment by Type in 2022
Figure 2. Machine Learning in Finance Segment by Application in 2022
Figure 3. Global Machine Learning in Finance Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Machine Learning in Finance Market Size: 2022 VS 2032 (US$, Mn)
Figure 6. Global Machine Learning in Finance Revenue, 2018-2032 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning in Finance Revenue in 2022
Figure 8. By Type - Global Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 9. By Application - Global Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 10. By Type - Global Machine Learning in Finance Revenue, (US$, Mn), 2022 & 2032
Figure 11. By Type - Global Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 12. By Application - Global Machine Learning in Finance Revenue, (US$, Mn), 2022 & 2032
Figure 13. By Application - Global Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 14. By Region - Global Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 15. By Country - North America Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 16. US Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 17. Canada Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 18. Mexico Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 19. By Country - Europe Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 20. Germany Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 21. France Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 22. U.K. Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 23. Italy Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 24. Russia Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 25. Nordic Countries Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 26. Benelux Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 27. By Region - Asia Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 28. China Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 29. Japan Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 30. South Korea Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 31. Southeast Asia Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 32. India Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 33. By Country - South America Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 34. Brazil Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 35. Argentina Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 36. By Country - Middle East & Africa Machine Learning in Finance Revenue Market Share, 2018-2032
Figure 37. Turkey Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 38. Israel Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 39. Saudi Arabia Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 40. UAE Machine Learning in Finance Revenue, (US$, Mn), 2018-2032
Figure 41. Ignite Ltd Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Yodlee Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Trill A.I. Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. MindTitan Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Accenture Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. ZestFinance Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
