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Global Machine Learning in Finance Market Research Report 2024

Published Date: February 2024

Report Code: QYRE-Auto-6D2831

Global Machine Learning in Finance Market Insights Forecast to 2028

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Global Machine Learning in Finance Market Research Report 2024

Code: QYRE-Auto-6D2831

Report

February 2024

Pages:75

QYResearch

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DESCRIPTION

TABLE OF CONTENT

TABLES & FIGURES

FEATURED COMPANIES

Machine Learning in Finance Market Size

The global Machine Learning in Finance market was valued at US$ 546 million in 2023 and is anticipated to reach US$ 1194.9 million by 2030, witnessing a CAGR of 12.9% during the forecast period 2024-2030.

Machine Learning in Finance Market

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.

North American market for Machine Learning in Finance is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.

Asia-Pacific market for Machine Learning in Finance is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.

The global market for Machine Learning in Finance in Banks is estimated to increase from $ million in 2023 to $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.

The major global companies of Machine Learning in Finance include Ignite Ltd, Yodlee, Trill A.I., MindTitan, Accenture and ZestFinance, etc. In 2023, the world's top three vendors accounted for approximately % of the revenue.

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.

Report Scope

The Machine Learning in Finance market size, estimations, and forecasts are provided in terms of revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Machine Learning in Finance market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Machine Learning in Finance companies, new entrants, and industry chain related companies in this market with information on the revenues, sales volume, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Market Segmentation

Scope of Machine Learning in Finance Market Report

Report Metric	Details
Report Name	Machine Learning in Finance Market
Accounted market size in 2023	US$ 546 million
Forecasted market size in 2030	US$ 1194.9 million
CAGR	12.9%
Base Year	2023
Forecasted years	2024 - 2030
Segment by Type	Supervised Learning Unsupervised Learning Semi Supervised Learning Reinforced Leaning
Segment by Application	Banks Securities Company Others
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	Ignite Ltd, Yodlee, Trill A.I., MindTitan, Accenture, ZestFinance
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Machine Learning in Finance companies’ competitive landscape, revenue 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, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. 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, and capacity of each country in the world.
Chapter 11: 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 12: The main points and conclusions of the report.

FAQ for this report

How fast is Machine Learning in Finance Market growing?

Ans: The Machine Learning in Finance Market witnessing a CAGR of 12.9% during the forecast period 2024-2030.

What is the Machine Learning in Finance Market size in 2030?

Ans: The Machine Learning in Finance Market size in 2030 will be US$ 1194.9 million.

Who are the main players in the Machine Learning in Finance Market report?

Ans: The main players in the Machine Learning in Finance Market are Ignite Ltd, Yodlee, Trill A.I., MindTitan, Accenture, ZestFinance

What are the Application segmentation covered in the Machine Learning in Finance Market report?

Ans: The Applications covered in the Machine Learning in Finance Market report are Banks, Securities Company, Others

What are the Type segmentation covered in the Machine Learning in Finance Market report?

Ans: The Types covered in the Machine Learning in Finance Market report are Supervised Learning, Unsupervised Learning, Semi Supervised Learning, Reinforced Leaning

1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Machine Learning in Finance Market Size Growth Rate by Type: 2019 VS 2023 VS 2030

1.2.2 Supervised Learning

1.2.3 Unsupervised Learning

1.2.4 Semi Supervised Learning

1.2.5 Reinforced Leaning

1.3 Market by Application

1.3.1 Global Machine Learning in Finance Market Growth by Application: 2019 VS 2023 VS 2030

1.3.2 Banks

1.3.3 Securities Company

1.3.4 Others

1.4 Study Objectives

1.5 Years Considered

1.6 Years Considered

2 Global Growth Trends

2.1 Global Machine Learning in Finance Market Perspective (2019-2030)

2.2 Machine Learning in Finance Growth Trends by Region

2.2.1 Global Machine Learning in Finance Market Size by Region: 2019 VS 2023 VS 2030

2.2.2 Machine Learning in Finance Historic Market Size by Region (2019-2024)

2.2.3 Machine Learning in Finance Forecasted Market Size by Region (2025-2030)

2.3 Machine Learning in Finance Market Dynamics

2.3.1 Machine Learning in Finance Industry Trends

2.3.2 Machine Learning in Finance Market Drivers

2.3.3 Machine Learning in Finance Market Challenges

2.3.4 Machine Learning in Finance Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Machine Learning in Finance Players by Revenue

3.1.1 Global Top Machine Learning in Finance Players by Revenue (2019-2024)

3.1.2 Global Machine Learning in Finance Revenue Market Share by Players (2019-2024)

3.2 Global Machine Learning in Finance Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Players Covered: Ranking by Machine Learning in Finance Revenue

3.4 Global Machine Learning in Finance Market Concentration Ratio

3.4.1 Global Machine Learning in Finance Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Machine Learning in Finance Revenue in 2023

3.5 Machine Learning in Finance Key Players Head office and Area Served

3.6 Key Players Machine Learning in Finance Product Solution and Service

3.7 Date of Enter into Machine Learning in Finance Market

3.8 Mergers & Acquisitions, Expansion Plans

4 Machine Learning in Finance Breakdown Data by Type

4.1 Global Machine Learning in Finance Historic Market Size by Type (2019-2024)

4.2 Global Machine Learning in Finance Forecasted Market Size by Type (2025-2030)

5 Machine Learning in Finance Breakdown Data by Application

5.1 Global Machine Learning in Finance Historic Market Size by Application (2019-2024)

5.2 Global Machine Learning in Finance Forecasted Market Size by Application (2025-2030)

6 North America

6.1 North America Machine Learning in Finance Market Size (2019-2030)

6.2 North America Machine Learning in Finance Market Growth Rate by Country: 2019 VS 2023 VS 2030

6.3 North America Machine Learning in Finance Market Size by Country (2019-2024)

6.4 North America Machine Learning in Finance Market Size by Country (2025-2030)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe Machine Learning in Finance Market Size (2019-2030)

7.2 Europe Machine Learning in Finance Market Growth Rate by Country: 2019 VS 2023 VS 2030

7.3 Europe Machine Learning in Finance Market Size by Country (2019-2024)

7.4 Europe Machine Learning in Finance Market Size by Country (2025-2030)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Nordic Countries

8 Asia-Pacific

8.1 Asia-Pacific Machine Learning in Finance Market Size (2019-2030)

8.2 Asia-Pacific Machine Learning in Finance Market Growth Rate by Region: 2019 VS 2023 VS 2030

8.3 Asia-Pacific Machine Learning in Finance Market Size by Region (2019-2024)

8.4 Asia-Pacific Machine Learning in Finance Market Size by Region (2025-2030)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia

9 Latin America

9.1 Latin America Machine Learning in Finance Market Size (2019-2030)

9.2 Latin America Machine Learning in Finance Market Growth Rate by Country: 2019 VS 2023 VS 2030

9.3 Latin America Machine Learning in Finance Market Size by Country (2019-2024)

9.4 Latin America Machine Learning in Finance Market Size by Country (2025-2030)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa Machine Learning in Finance Market Size (2019-2030)

10.2 Middle East & Africa Machine Learning in Finance Market Growth Rate by Country: 2019 VS 2023 VS 2030

10.3 Middle East & Africa Machine Learning in Finance Market Size by Country (2019-2024)

10.4 Middle East & Africa Machine Learning in Finance Market Size by Country (2025-2030)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 Ignite Ltd

11.1.1 Ignite Ltd Company Detail

11.1.2 Ignite Ltd Business Overview

11.1.3 Ignite Ltd Machine Learning in Finance Introduction

11.1.4 Ignite Ltd Revenue in Machine Learning in Finance Business (2019-2024)

11.1.5 Ignite Ltd Recent Development

11.2 Yodlee

11.2.1 Yodlee Company Detail

11.2.2 Yodlee Business Overview

11.2.3 Yodlee Machine Learning in Finance Introduction

11.2.4 Yodlee Revenue in Machine Learning in Finance Business (2019-2024)

11.2.5 Yodlee Recent Development

11.3 Trill A.I.

11.3.1 Trill A.I. Company Detail

11.3.2 Trill A.I. Business Overview

11.3.3 Trill A.I. Machine Learning in Finance Introduction

11.3.4 Trill A.I. Revenue in Machine Learning in Finance Business (2019-2024)

11.3.5 Trill A.I. Recent Development

11.4 MindTitan

11.4.1 MindTitan Company Detail

11.4.2 MindTitan Business Overview

11.4.3 MindTitan Machine Learning in Finance Introduction

11.4.4 MindTitan Revenue in Machine Learning in Finance Business (2019-2024)

11.4.5 MindTitan Recent Development

11.5 Accenture

11.5.1 Accenture Company Detail

11.5.2 Accenture Business Overview

11.5.3 Accenture Machine Learning in Finance Introduction

11.5.4 Accenture Revenue in Machine Learning in Finance Business (2019-2024)

11.5.5 Accenture Recent Development

11.6 ZestFinance

11.6.1 ZestFinance Company Detail

11.6.2 ZestFinance Business Overview

11.6.3 ZestFinance Machine Learning in Finance Introduction

11.6.4 ZestFinance Revenue in Machine Learning in Finance Business (2019-2024)

11.6.5 ZestFinance Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.2 Data Source

13.2 Disclaimer

13.3 Author Details

FEATURED COMPANIES

List of Tables

Table 1. Global Machine Learning in Finance Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030

Table 2. Key Players of Supervised Learning

Table 3. Key Players of Unsupervised Learning

Table 4. Key Players of Semi Supervised Learning

Table 5. Key Players of Reinforced Leaning

Table 6. Global Machine Learning in Finance Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030

Table 7. Global Machine Learning in Finance Market Size by Region (US$ Million): 2019 VS 2023 VS 2030

Table 8. Global Machine Learning in Finance Market Size by Region (2019-2024) & (US$ Million)

Table 9. Global Machine Learning in Finance Market Share by Region (2019-2024)

Table 10. Global Machine Learning in Finance Forecasted Market Size by Region (2025-2030) & (US$ Million)

Table 11. Global Machine Learning in Finance Market Share by Region (2025-2030)

Table 12. Machine Learning in Finance Market Trends

Table 13. Machine Learning in Finance Market Drivers

Table 14. Machine Learning in Finance Market Challenges

Table 15. Machine Learning in Finance Market Restraints

Table 16. Global Machine Learning in Finance Revenue by Players (2019-2024) & (US$ Million)

Table 17. Global Machine Learning in Finance Market Share by Players (2019-2024)

Table 18. Global Top Machine Learning in Finance Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Finance as of 2023)

Table 19. Ranking of Global Top Machine Learning in Finance Companies by Revenue (US$ Million) in 2023

Table 20. Global 5 Largest Players Market Share by Machine Learning in Finance Revenue (CR5 and HHI) & (2019-2024)

Table 21. Key Players Headquarters and Area Served

Table 22. Key Players Machine Learning in Finance Product Solution and Service

Table 23. Date of Enter into Machine Learning in Finance Market

Table 24. Mergers & Acquisitions, Expansion Plans

Table 25. Global Machine Learning in Finance Market Size by Type (2019-2024) & (US$ Million)

Table 26. Global Machine Learning in Finance Revenue Market Share by Type (2019-2024)

Table 27. Global Machine Learning in Finance Forecasted Market Size by Type (2025-2030) & (US$ Million)

Table 28. Global Machine Learning in Finance Revenue Market Share by Type (2025-2030)

Table 29. Global Machine Learning in Finance Market Size by Application (2019-2024) & (US$ Million)

Table 30. Global Machine Learning in Finance Revenue Market Share by Application (2019-2024)

Table 31. Global Machine Learning in Finance Forecasted Market Size by Application (2025-2030) & (US$ Million)

Table 32. Global Machine Learning in Finance Revenue Market Share by Application (2025-2030)

Table 33. North America Machine Learning in Finance Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 34. North America Machine Learning in Finance Market Size by Country (2019-2024) & (US$ Million)

Table 35. North America Machine Learning in Finance Market Size by Country (2025-2030) & (US$ Million)

Table 36. Europe Machine Learning in Finance Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 37. Europe Machine Learning in Finance Market Size by Country (2019-2024) & (US$ Million)

Table 38. Europe Machine Learning in Finance Market Size by Country (2025-2030) & (US$ Million)

Table 39. Asia-Pacific Machine Learning in Finance Market Size Growth Rate by Region (US$ Million): 2019 VS 2023 VS 2030

Table 40. Asia-Pacific Machine Learning in Finance Market Size by Region (2019-2024) & (US$ Million)

Table 41. Asia-Pacific Machine Learning in Finance Market Size by Region (2025-2030) & (US$ Million)

Table 42. Latin America Machine Learning in Finance Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 43. Latin America Machine Learning in Finance Market Size by Country (2019-2024) & (US$ Million)

Table 44. Latin America Machine Learning in Finance Market Size by Country (2025-2030) & (US$ Million)

Table 45. Middle East & Africa Machine Learning in Finance Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 46. Middle East & Africa Machine Learning in Finance Market Size by Country (2019-2024) & (US$ Million)

Table 47. Middle East & Africa Machine Learning in Finance Market Size by Country (2025-2030) & (US$ Million)

Table 48. Ignite Ltd Company Detail

Table 49. Ignite Ltd Business Overview

Table 50. Ignite Ltd Machine Learning in Finance Product

Table 51. Ignite Ltd Revenue in Machine Learning in Finance Business (2019-2024) & (US$ Million)

Table 52. Ignite Ltd Recent Development

Table 53. Yodlee Company Detail

Table 54. Yodlee Business Overview

Table 55. Yodlee Machine Learning in Finance Product

Table 56. Yodlee Revenue in Machine Learning in Finance Business (2019-2024) & (US$ Million)

Table 57. Yodlee Recent Development

Table 58. Trill A.I. Company Detail

Table 59. Trill A.I. Business Overview

Table 60. Trill A.I. Machine Learning in Finance Product

Table 61. Trill A.I. Revenue in Machine Learning in Finance Business (2019-2024) & (US$ Million)

Table 62. Trill A.I. Recent Development

Table 63. MindTitan Company Detail

Table 64. MindTitan Business Overview

Table 65. MindTitan Machine Learning in Finance Product

Table 66. MindTitan Revenue in Machine Learning in Finance Business (2019-2024) & (US$ Million)

Table 67. MindTitan Recent Development

Table 68. Accenture Company Detail

Table 69. Accenture Business Overview

Table 70. Accenture Machine Learning in Finance Product

Table 71. Accenture Revenue in Machine Learning in Finance Business (2019-2024) & (US$ Million)

Table 72. Accenture Recent Development

Table 73. ZestFinance Company Detail

Table 74. ZestFinance Business Overview

Table 75. ZestFinance Machine Learning in Finance Product

Table 76. ZestFinance Revenue in Machine Learning in Finance Business (2019-2024) & (US$ Million)

Table 77. ZestFinance Recent Development

Table 78. Research Programs/Design for This Report

Table 79. Key Data Information from Secondary Sources

Table 80. Key Data Information from Primary Sources

List of Figures

Figure 1. Global Machine Learning in Finance Market Size Comparison by Type (2024-2030) & (US$ Million)

Figure 2. Global Machine Learning in Finance Market Share by Type: 2023 VS 2030

Figure 3. Supervised Learning Features

Figure 4. Unsupervised Learning Features

Figure 5. Semi Supervised Learning Features

Figure 6. Reinforced Leaning Features

Figure 7. Global Machine Learning in Finance Market Size Comparison by Application (2024-2030) & (US$ Million)

Figure 8. Global Machine Learning in Finance Market Share by Application: 2023 VS 2030

Figure 9. Banks Case Studies

Figure 10. Securities Company Case Studies

Figure 11. Others Case Studies

Figure 12. Machine Learning in Finance Report Years Considered

Figure 13. Global Machine Learning in Finance Market Size (US$ Million), Year-over-Year: 2019-2030

Figure 14. Global Machine Learning in Finance Market Size, (US$ Million), 2019 VS 2023 VS 2030

Figure 15. Global Machine Learning in Finance Market Share by Region: 2023 VS 2030

Figure 16. Global Machine Learning in Finance Market Share by Players in 2023

Figure 17. Global Top Machine Learning in Finance Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Finance as of 2023)

Figure 18. The Top 10 and 5 Players Market Share by Machine Learning in Finance Revenue in 2023

Figure 19. North America Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 20. North America Machine Learning in Finance Market Share by Country (2019-2030)

Figure 21. United States Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 22. Canada Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 23. Europe Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 24. Europe Machine Learning in Finance Market Share by Country (2019-2030)

Figure 25. Germany Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 26. France Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 27. U.K. Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 28. Italy Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 29. Russia Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 30. Nordic Countries Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 31. Asia-Pacific Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 32. Asia-Pacific Machine Learning in Finance Market Share by Region (2019-2030)

Figure 33. China Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 34. Japan Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 35. South Korea Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 36. Southeast Asia Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 37. India Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 38. Australia Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 39. Latin America Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 40. Latin America Machine Learning in Finance Market Share by Country (2019-2030)

Figure 41. Mexico Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 42. Brazil Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 43. Middle East & Africa Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 44. Middle East & Africa Machine Learning in Finance Market Share by Country (2019-2030)

Figure 45. Turkey Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 46. Saudi Arabia Machine Learning in Finance Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 47. Ignite Ltd Revenue Growth Rate in Machine Learning in Finance Business (2019-2024)

Figure 48. Yodlee Revenue Growth Rate in Machine Learning in Finance Business (2019-2024)

Figure 49. Trill A.I. Revenue Growth Rate in Machine Learning in Finance Business (2019-2024)

Figure 50. MindTitan Revenue Growth Rate in Machine Learning in Finance Business (2019-2024)

Figure 51. Accenture Revenue Growth Rate in Machine Learning in Finance Business (2019-2024)

Figure 52. ZestFinance Revenue Growth Rate in Machine Learning in Finance Business (2019-2024)

Figure 53. Bottom-up and Top-down Approaches for This Report

Figure 54. Data Triangulation

Figure 55. Key Executives Interviewed

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