Machine Learning in Finance Market, Global Outlook and Forecast 2022-2028

March 2022 | 67 pages | ID: M4AA0ED2A481EN
Market Monitor Global

Abstracts

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 contains market size and forecasts of Machine Learning in Finance in Global, including the following market information:

Global Machine Learning in Finance Market Revenue, 2017-2022, 2023-2028, ($ millions)

Global top five companies in 2021 (%)

The global Machine Learning in Finance market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period.

The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.

Supervised Learning Segment to Reach $ Million by 2028, 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 2021, the global top five players have a share approximately % in terms of revenue.

MARKET MONITOR GLOBAL, INC (MMG) has 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, 2017-2022, 2023-2028 ($ millions)

Global Machine Learning in Finance Market Segment Percentages, by Type, 2021 (%)

• Supervised Learning
• Unsupervised Learning
• Semi Supervised Learning
• Reinforced Leaning

Global Machine Learning in Finance Market, by Application, 2017-2022, 2023-2028 ($ millions)

Global Machine Learning in Finance Market Segment Percentages, by Application, 2021 (%)

• Banks
• Securities Company
• Others

Global Machine Learning in Finance Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)

Global Machine Learning in Finance Market Segment Percentages, By Region and Country, 2021 (%)

• 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, 2017-2022 (estimated), ($ millions)

Key companies Machine Learning in Finance revenues share in global market, 2021 (%)

Further, the report presents profiles of competitors in the market, key players include:

• Ignite Ltd
• Yodlee
• Trill A.I.
• MindTitan
• Accenture
• ZestFinance

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: 2021 VS 2028
2.2 Global Machine Learning in Finance Market Size, Prospects & Forecasts: 2017-2028
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 2021
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, 2021 & 2028
  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, 2017-2022
  4.2.2 By Type - Global Machine Learning in Finance Revenue, 2023-2028
  4.2.3 By Type - Global Machine Learning in Finance Revenue Market Share, 2017-2028

5 SIGHTS BY APPLICATION

5.1 Overview
  5.1.1 By Application - Global Machine Learning in Finance Market Size, 2021 & 2028
  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, 2017-2022
  5.2.2 By Application - Global Machine Learning in Finance Revenue, 2023-2028
  5.2.3 By Application - Global Machine Learning in Finance Revenue Market Share, 2017-2028

6 SIGHTS BY REGION

6.1 By Region - Global Machine Learning in Finance Market Size, 2021 & 2028
6.2 By Region - Global Machine Learning in Finance Revenue & Forecasts
  6.2.1 By Region - Global Machine Learning in Finance Revenue, 2017-2022
  6.2.2 By Region - Global Machine Learning in Finance Revenue, 2023-2028
  6.2.3 By Region - Global Machine Learning in Finance Revenue Market Share, 2017-2028
6.3 North America
  6.3.1 By Country - North America Machine Learning in Finance Revenue, 2017-2028
  6.3.2 US Machine Learning in Finance Market Size, 2017-2028
  6.3.3 Canada Machine Learning in Finance Market Size, 2017-2028
  6.3.4 Mexico Machine Learning in Finance Market Size, 2017-2028
6.4 Europe
  6.4.1 By Country - Europe Machine Learning in Finance Revenue, 2017-2028
  6.4.2 Germany Machine Learning in Finance Market Size, 2017-2028
  6.4.3 France Machine Learning in Finance Market Size, 2017-2028
  6.4.4 U.K. Machine Learning in Finance Market Size, 2017-2028
  6.4.5 Italy Machine Learning in Finance Market Size, 2017-2028
  6.4.6 Russia Machine Learning in Finance Market Size, 2017-2028
  6.4.7 Nordic Countries Machine Learning in Finance Market Size, 2017-2028
  6.4.8 Benelux Machine Learning in Finance Market Size, 2017-2028
6.5 Asia
  6.5.1 By Region - Asia Machine Learning in Finance Revenue, 2017-2028
  6.5.2 China Machine Learning in Finance Market Size, 2017-2028
  6.5.3 Japan Machine Learning in Finance Market Size, 2017-2028
  6.5.4 South Korea Machine Learning in Finance Market Size, 2017-2028
  6.5.5 Southeast Asia Machine Learning in Finance Market Size, 2017-2028
  6.5.6 India Machine Learning in Finance Market Size, 2017-2028
6.6 South America
  6.6.1 By Country - South America Machine Learning in Finance Revenue, 2017-2028
  6.6.2 Brazil Machine Learning in Finance Market Size, 2017-2028
  6.6.3 Argentina Machine Learning in Finance Market Size, 2017-2028
6.7 Middle East & Africa
  6.7.1 By Country - Middle East & Africa Machine Learning in Finance Revenue, 2017-2028
  6.7.2 Turkey Machine Learning in Finance Market Size, 2017-2028
  6.7.3 Israel Machine Learning in Finance Market Size, 2017-2028
  6.7.4 Saudi Arabia Machine Learning in Finance Market Size, 2017-2028
  6.7.5 UAE Machine Learning in Finance Market Size, 2017-2028

7 PLAYERS PROFILES

7.1 Ignite Ltd
  7.1.1 Ignite Ltd Corporate 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 (2017-2022)
  7.1.5 Ignite Ltd Key News
7.2 Yodlee
  7.2.1 Yodlee Corporate 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 (2017-2022)
  7.2.5 Yodlee Key News
7.3 Trill A.I.
  7.3.1 Trill A.I. Corporate 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 (2017-2022)
  7.3.5 Trill A.I. Key News
7.4 MindTitan
  7.4.1 MindTitan Corporate 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 (2017-2022)
  7.4.5 MindTitan Key News
7.5 Accenture
  7.5.1 Accenture Corporate 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 (2017-2022)
  7.5.5 Accenture Key News
7.6 ZestFinance
  7.6.1 ZestFinance Corporate 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 (2017-2022)
  7.6.5 ZestFinance Key News

8 CONCLUSION

9 APPENDIX

9.1 Note
9.2 Examples of Clients
9.3 Disclaimer

List Of Tables

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 (2021)
Table 6. Global Machine Learning in Finance Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Machine Learning in Finance Revenue Share by Companies, 2017-2022
Table 8. Global Companies Machine Learning in Finance Product Type
Table 9. List of Global Tier 1 Machine Learning in Finance Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning in Finance Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Machine Learning in Finance Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Machine Learning in Finance Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Machine Learning in Finance Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Machine Learning in Finance Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Machine Learning in Finance Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Machine Learning in Finance Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Machine Learning in Finance Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Machine Learning in Finance Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Machine Learning in Finance Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Machine Learning in Finance Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Machine Learning in Finance Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Machine Learning in Finance Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Machine Learning in Finance Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Machine Learning in Finance Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Machine Learning in Finance Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Machine Learning in Finance Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Machine Learning in Finance Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Machine Learning in Finance Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Machine Learning in Finance Revenue, (US$, Mn), 2023-2028
Table 30. Ignite Ltd Corporate Summary
Table 31. Ignite Ltd Machine Learning in Finance Product Offerings
Table 32. Ignite Ltd Machine Learning in Finance Revenue (US$, Mn), (2017-2022)
Table 33. Yodlee Corporate Summary
Table 34. Yodlee Machine Learning in Finance Product Offerings
Table 35. Yodlee Machine Learning in Finance Revenue (US$, Mn), (2017-2022)
Table 36. Trill A.I. Corporate Summary
Table 37. Trill A.I. Machine Learning in Finance Product Offerings
Table 38. Trill A.I. Machine Learning in Finance Revenue (US$, Mn), (2017-2022)
Table 39. MindTitan Corporate Summary
Table 40. MindTitan Machine Learning in Finance Product Offerings
Table 41. MindTitan Machine Learning in Finance Revenue (US$, Mn), (2017-2022)
Table 42. Accenture Corporate Summary
Table 43. Accenture Machine Learning in Finance Product Offerings
Table 44. Accenture Machine Learning in Finance Revenue (US$, Mn), (2017-2022)
Table 45. ZestFinance Corporate Summary
Table 46. ZestFinance Machine Learning in Finance Product Offerings
Table 47. ZestFinance Machine Learning in Finance Revenue (US$, Mn), (2017-2022)

List Of Figures

LIST OF FIGURES

Figure 1. Machine Learning in Finance Segment by Type in 2021
Figure 2. Machine Learning in Finance Segment by Application in 2021
Figure 3. Global Machine Learning in Finance Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Machine Learning in Finance Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Machine Learning in Finance Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning in Finance Revenue in 2021
Figure 8. By Type - Global Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 9. By Application - Global Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 10. By Region - Global Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 11. By Country - North America Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 12. US Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 16. Germany Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 17. France Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 24. China Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 28. India Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 30. Brazil Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Machine Learning in Finance Revenue Market Share, 2017-2028
Figure 33. Turkey Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Machine Learning in Finance Revenue, (US$, Mn), 2017-2028
Figure 37. Ignite Ltd Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Yodlee Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Trill A.I. Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. MindTitan Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Accenture Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. ZestFinance Machine Learning in Finance Revenue Year Over Year Growth (US$, Mn) & (2017-2022)