Global Model Risk Management Market 2024 by Company, Regions, Type and Application, Forecast to 2030

Global Model Risk Management Market 2024 by Company, Regions, Type and Application, Forecast to 2030

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Published Date: 25 Jan 2024

Category: Service & Software

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  • sp_icon1 sp_icon1_b Description
  • sp_icon2 sp_icon2_b Table of Contents
  • sp_icon3 sp_icon3_b Table of Figures
  • sp_icon4 sp_icon4_b Research Methodology
  • sp_icon1 sp_icon1_b Companies Mentioned
  • sp_icon1 sp_icon1_b Related Reports
  • sp_icon1 sp_icon1_b Product Tags
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Description

According to our (Global Info Research) latest study, the global Model Risk Management market size was valued at USD 8254.6 million in 2023 and is forecast to a readjusted size of USD 18100 million by 2030 with a CAGR of 11.9% during review period.

Model Risk Management (MRM) is a structured and comprehensive process used by organizations to identify, assess, monitor, and mitigate risks associated with the use of mathematical models, statistical models, and computational algorithms in decision-making and operations. These models are commonly used in various industries, including finance, insurance, manufacturing, healthcare, and more, to support critical business functions such as risk assessment, pricing, forecasting, and optimization.

The adoption of advanced analytics and artificial intelligence (AI) is increasing in MRM. Machine learning algorithms are being used to automate aspects of model validation, enhance model monitoring, and improve risk assessment.

The Global Info Research report includes an overview of the development of the Model Risk Management industry chain, the market status of SMEs (Model Risk Governance Framework, Model Development), Large Enterprise (Model Risk Governance Framework, Model Development), and key enterprises in developed and developing market, and analysed the cutting-edge technology, patent, hot applications and market trends of Model Risk Management.

Regionally, the report analyzes the Model Risk Management markets in key regions. North America and Europe are experiencing steady growth, driven by government initiatives and increasing consumer awareness. Asia-Pacific, particularly China, leads the global Model Risk Management market, with robust domestic demand, supportive policies, and a strong manufacturing base.

Key Features:
The report presents comprehensive understanding of the Model Risk Management market. It provides a holistic view of the industry, as well as detailed insights into individual components and stakeholders. The report analysis market dynamics, trends, challenges, and opportunities within the Model Risk Management industry.

The report involves analyzing the market at a macro level:
Market Sizing and Segmentation: Report collect data on the overall market size, including the revenue generated, and market share of different by Type (e.g., Model Risk Governance Framework, Model Development).

Industry Analysis: Report analyse the broader industry trends, such as government policies and regulations, technological advancements, consumer preferences, and market dynamics. This analysis helps in understanding the key drivers and challenges influencing the Model Risk Management market.

Regional Analysis: The report involves examining the Model Risk Management market at a regional or national level. Report analyses regional factors such as government incentives, infrastructure development, economic conditions, and consumer behaviour to identify variations and opportunities within different markets.

Market Projections: Report covers the gathered data and analysis to make future projections and forecasts for the Model Risk Management market. This may include estimating market growth rates, predicting market demand, and identifying emerging trends.

The report also involves a more granular approach to Model Risk Management:
Company Analysis: Report covers individual Model Risk Management players, suppliers, and other relevant industry players. This analysis includes studying their financial performance, market positioning, product portfolios, partnerships, and strategies.

Consumer Analysis: Report covers data on consumer behaviour, preferences, and attitudes towards Model Risk Management This may involve surveys, interviews, and analysis of consumer reviews and feedback from different by Application (SMEs, Large Enterprise).

Technology Analysis: Report covers specific technologies relevant to Model Risk Management. It assesses the current state, advancements, and potential future developments in Model Risk Management areas.

Competitive Landscape: By analyzing individual companies, suppliers, and consumers, the report present insights into the competitive landscape of the Model Risk Management market. This analysis helps understand market share, competitive advantages, and potential areas for differentiation among industry players.

Market Validation: The report involves validating findings and projections through primary research, such as surveys, interviews, and focus groups.

Market Segmentation
Model Risk Management market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.

Market segment by Type
Model Risk Governance Framework
Model Development
Model Validations
Model Audit Support
Others

Market segment by Application
SMEs
Large Enterprise

Market segment by players, this report covers
Protiviti Inc
IBM
Baker Tilly
CRISIL LIMITED
WNS (Holdings) Ltd
Oliver Wyman INC
McKinsey Insights
KPMG
The MathWorks, Inc.
PwC

Market segment by regions, regional analysis covers
North America (United States, Canada, and Mexico)
Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
South America (Brazil, Argentina and Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Model Risk Management product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Model Risk Management, with revenue, gross margin and global market share of Model Risk Management from 2019 to 2024.
Chapter 3, the Model Risk Management competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2019 to 2030.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2019 to 2024.and Model Risk Management market forecast, by regions, type and application, with consumption value, from 2025 to 2030.
Chapter 11, market dynamics, drivers, restraints, trends and Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Model Risk Management.
Chapter 13, to describe Model Risk Management research findings and conclusion.
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Table of Contents

1 Market Overview
1.1 Product Overview and Scope of Model Risk Management
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Model Risk Management by Type
1.3.1 Overview: Global Model Risk Management Market Size by Type: 2019 Versus 2023 Versus 2030
1.3.2 Global Model Risk Management Consumption Value Market Share by Type in 2023
1.3.3 Model Risk Governance Framework
1.3.4 Model Development
1.3.5 Model Validations
1.3.6 Model Audit Support
1.3.7 Others
1.4 Global Model Risk Management Market by Application
1.4.1 Overview: Global Model Risk Management Market Size by Application: 2019 Versus 2023 Versus 2030
1.4.2 SMEs
1.4.3 Large Enterprise
1.5 Global Model Risk Management Market Size & Forecast
1.6 Global Model Risk Management Market Size and Forecast by Region
1.6.1 Global Model Risk Management Market Size by Region: 2019 VS 2023 VS 2030
1.6.2 Global Model Risk Management Market Size by Region, (2019-2030)
1.6.3 North America Model Risk Management Market Size and Prospect (2019-2030)
1.6.4 Europe Model Risk Management Market Size and Prospect (2019-2030)
1.6.5 Asia-Pacific Model Risk Management Market Size and Prospect (2019-2030)
1.6.6 South America Model Risk Management Market Size and Prospect (2019-2030)
1.6.7 Middle East and Africa Model Risk Management Market Size and Prospect (2019-2030)

2 Company Profiles
2.1 Protiviti Inc
2.1.1 Protiviti Inc Details
2.1.2 Protiviti Inc Major Business
2.1.3 Protiviti Inc Model Risk Management Product and Solutions
2.1.4 Protiviti Inc Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.1.5 Protiviti Inc Recent Developments and Future Plans
2.2 IBM
2.2.1 IBM Details
2.2.2 IBM Major Business
2.2.3 IBM Model Risk Management Product and Solutions
2.2.4 IBM Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.2.5 IBM Recent Developments and Future Plans
2.3 Baker Tilly
2.3.1 Baker Tilly Details
2.3.2 Baker Tilly Major Business
2.3.3 Baker Tilly Model Risk Management Product and Solutions
2.3.4 Baker Tilly Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.3.5 Baker Tilly Recent Developments and Future Plans
2.4 CRISIL LIMITED
2.4.1 CRISIL LIMITED Details
2.4.2 CRISIL LIMITED Major Business
2.4.3 CRISIL LIMITED Model Risk Management Product and Solutions
2.4.4 CRISIL LIMITED Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.4.5 CRISIL LIMITED Recent Developments and Future Plans
2.5 WNS (Holdings) Ltd
2.5.1 WNS (Holdings) Ltd Details
2.5.2 WNS (Holdings) Ltd Major Business
2.5.3 WNS (Holdings) Ltd Model Risk Management Product and Solutions
2.5.4 WNS (Holdings) Ltd Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.5.5 WNS (Holdings) Ltd Recent Developments and Future Plans
2.6 Oliver Wyman INC
2.6.1 Oliver Wyman INC Details
2.6.2 Oliver Wyman INC Major Business
2.6.3 Oliver Wyman INC Model Risk Management Product and Solutions
2.6.4 Oliver Wyman INC Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.6.5 Oliver Wyman INC Recent Developments and Future Plans
2.7 McKinsey Insights
2.7.1 McKinsey Insights Details
2.7.2 McKinsey Insights Major Business
2.7.3 McKinsey Insights Model Risk Management Product and Solutions
2.7.4 McKinsey Insights Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.7.5 McKinsey Insights Recent Developments and Future Plans
2.8 KPMG
2.8.1 KPMG Details
2.8.2 KPMG Major Business
2.8.3 KPMG Model Risk Management Product and Solutions
2.8.4 KPMG Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.8.5 KPMG Recent Developments and Future Plans
2.9 The MathWorks, Inc.
2.9.1 The MathWorks, Inc. Details
2.9.2 The MathWorks, Inc. Major Business
2.9.3 The MathWorks, Inc. Model Risk Management Product and Solutions
2.9.4 The MathWorks, Inc. Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.9.5 The MathWorks, Inc. Recent Developments and Future Plans
2.10 PwC
2.10.1 PwC Details
2.10.2 PwC Major Business
2.10.3 PwC Model Risk Management Product and Solutions
2.10.4 PwC Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.10.5 PwC Recent Developments and Future Plans

3 Market Competition, by Players
3.1 Global Model Risk Management Revenue and Share by Players (2019-2024)
3.2 Market Share Analysis (2023)
3.2.1 Market Share of Model Risk Management by Company Revenue
3.2.2 Top 3 Model Risk Management Players Market Share in 2023
3.2.3 Top 6 Model Risk Management Players Market Share in 2023
3.3 Model Risk Management Market: Overall Company Footprint Analysis
3.3.1 Model Risk Management Market: Region Footprint
3.3.2 Model Risk Management Market: Company Product Type Footprint
3.3.3 Model Risk Management Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type
4.1 Global Model Risk Management Consumption Value and Market Share by Type (2019-2024)
4.2 Global Model Risk Management Market Forecast by Type (2025-2030)

5 Market Size Segment by Application
5.1 Global Model Risk Management Consumption Value Market Share by Application (2019-2024)
5.2 Global Model Risk Management Market Forecast by Application (2025-2030)

6 North America
6.1 North America Model Risk Management Consumption Value by Type (2019-2030)
6.2 North America Model Risk Management Consumption Value by Application (2019-2030)
6.3 North America Model Risk Management Market Size by Country
6.3.1 North America Model Risk Management Consumption Value by Country (2019-2030)
6.3.2 United States Model Risk Management Market Size and Forecast (2019-2030)
6.3.3 Canada Model Risk Management Market Size and Forecast (2019-2030)
6.3.4 Mexico Model Risk Management Market Size and Forecast (2019-2030)

7 Europe
7.1 Europe Model Risk Management Consumption Value by Type (2019-2030)
7.2 Europe Model Risk Management Consumption Value by Application (2019-2030)
7.3 Europe Model Risk Management Market Size by Country
7.3.1 Europe Model Risk Management Consumption Value by Country (2019-2030)
7.3.2 Germany Model Risk Management Market Size and Forecast (2019-2030)
7.3.3 France Model Risk Management Market Size and Forecast (2019-2030)
7.3.4 United Kingdom Model Risk Management Market Size and Forecast (2019-2030)
7.3.5 Russia Model Risk Management Market Size and Forecast (2019-2030)
7.3.6 Italy Model Risk Management Market Size and Forecast (2019-2030)

8 Asia-Pacific
8.1 Asia-Pacific Model Risk Management Consumption Value by Type (2019-2030)
8.2 Asia-Pacific Model Risk Management Consumption Value by Application (2019-2030)
8.3 Asia-Pacific Model Risk Management Market Size by Region
8.3.1 Asia-Pacific Model Risk Management Consumption Value by Region (2019-2030)
8.3.2 China Model Risk Management Market Size and Forecast (2019-2030)
8.3.3 Japan Model Risk Management Market Size and Forecast (2019-2030)
8.3.4 South Korea Model Risk Management Market Size and Forecast (2019-2030)
8.3.5 India Model Risk Management Market Size and Forecast (2019-2030)
8.3.6 Southeast Asia Model Risk Management Market Size and Forecast (2019-2030)
8.3.7 Australia Model Risk Management Market Size and Forecast (2019-2030)

9 South America
9.1 South America Model Risk Management Consumption Value by Type (2019-2030)
9.2 South America Model Risk Management Consumption Value by Application (2019-2030)
9.3 South America Model Risk Management Market Size by Country
9.3.1 South America Model Risk Management Consumption Value by Country (2019-2030)
9.3.2 Brazil Model Risk Management Market Size and Forecast (2019-2030)
9.3.3 Argentina Model Risk Management Market Size and Forecast (2019-2030)

10 Middle East & Africa
10.1 Middle East & Africa Model Risk Management Consumption Value by Type (2019-2030)
10.2 Middle East & Africa Model Risk Management Consumption Value by Application (2019-2030)
10.3 Middle East & Africa Model Risk Management Market Size by Country
10.3.1 Middle East & Africa Model Risk Management Consumption Value by Country (2019-2030)
10.3.2 Turkey Model Risk Management Market Size and Forecast (2019-2030)
10.3.3 Saudi Arabia Model Risk Management Market Size and Forecast (2019-2030)
10.3.4 UAE Model Risk Management Market Size and Forecast (2019-2030)

11 Market Dynamics
11.1 Model Risk Management Market Drivers
11.2 Model Risk Management Market Restraints
11.3 Model Risk Management Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry

12 Industry Chain Analysis
12.1 Model Risk Management Industry Chain
12.2 Model Risk Management Upstream Analysis
12.3 Model Risk Management Midstream Analysis
12.4 Model Risk Management Downstream Analysis

13 Research Findings and Conclusion

14 Appendix
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
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Table of Figures

List of Tables
Table 1. Global Model Risk Management Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Table 2. Global Model Risk Management Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
Table 3. Global Model Risk Management Consumption Value by Region (2019-2024) & (USD Million)
Table 4. Global Model Risk Management Consumption Value by Region (2025-2030) & (USD Million)
Table 5. Protiviti Inc Company Information, Head Office, and Major Competitors
Table 6. Protiviti Inc Major Business
Table 7. Protiviti Inc Model Risk Management Product and Solutions
Table 8. Protiviti Inc Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 9. Protiviti Inc Recent Developments and Future Plans
Table 10. IBM Company Information, Head Office, and Major Competitors
Table 11. IBM Major Business
Table 12. IBM Model Risk Management Product and Solutions
Table 13. IBM Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 14. IBM Recent Developments and Future Plans
Table 15. Baker Tilly Company Information, Head Office, and Major Competitors
Table 16. Baker Tilly Major Business
Table 17. Baker Tilly Model Risk Management Product and Solutions
Table 18. Baker Tilly Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 19. Baker Tilly Recent Developments and Future Plans
Table 20. CRISIL LIMITED Company Information, Head Office, and Major Competitors
Table 21. CRISIL LIMITED Major Business
Table 22. CRISIL LIMITED Model Risk Management Product and Solutions
Table 23. CRISIL LIMITED Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 24. CRISIL LIMITED Recent Developments and Future Plans
Table 25. WNS (Holdings) Ltd Company Information, Head Office, and Major Competitors
Table 26. WNS (Holdings) Ltd Major Business
Table 27. WNS (Holdings) Ltd Model Risk Management Product and Solutions
Table 28. WNS (Holdings) Ltd Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 29. WNS (Holdings) Ltd Recent Developments and Future Plans
Table 30. Oliver Wyman INC Company Information, Head Office, and Major Competitors
Table 31. Oliver Wyman INC Major Business
Table 32. Oliver Wyman INC Model Risk Management Product and Solutions
Table 33. Oliver Wyman INC Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 34. Oliver Wyman INC Recent Developments and Future Plans
Table 35. McKinsey Insights Company Information, Head Office, and Major Competitors
Table 36. McKinsey Insights Major Business
Table 37. McKinsey Insights Model Risk Management Product and Solutions
Table 38. McKinsey Insights Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 39. McKinsey Insights Recent Developments and Future Plans
Table 40. KPMG Company Information, Head Office, and Major Competitors
Table 41. KPMG Major Business
Table 42. KPMG Model Risk Management Product and Solutions
Table 43. KPMG Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 44. KPMG Recent Developments and Future Plans
Table 45. The MathWorks, Inc. Company Information, Head Office, and Major Competitors
Table 46. The MathWorks, Inc. Major Business
Table 47. The MathWorks, Inc. Model Risk Management Product and Solutions
Table 48. The MathWorks, Inc. Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 49. The MathWorks, Inc. Recent Developments and Future Plans
Table 50. PwC Company Information, Head Office, and Major Competitors
Table 51. PwC Major Business
Table 52. PwC Model Risk Management Product and Solutions
Table 53. PwC Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 54. PwC Recent Developments and Future Plans
Table 55. Global Model Risk Management Revenue (USD Million) by Players (2019-2024)
Table 56. Global Model Risk Management Revenue Share by Players (2019-2024)
Table 57. Breakdown of Model Risk Management by Company Type (Tier 1, Tier 2, and Tier 3)
Table 58. Market Position of Players in Model Risk Management, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
Table 59. Head Office of Key Model Risk Management Players
Table 60. Model Risk Management Market: Company Product Type Footprint
Table 61. Model Risk Management Market: Company Product Application Footprint
Table 62. Model Risk Management New Market Entrants and Barriers to Market Entry
Table 63. Model Risk Management Mergers, Acquisition, Agreements, and Collaborations
Table 64. Global Model Risk Management Consumption Value (USD Million) by Type (2019-2024)
Table 65. Global Model Risk Management Consumption Value Share by Type (2019-2024)
Table 66. Global Model Risk Management Consumption Value Forecast by Type (2025-2030)
Table 67. Global Model Risk Management Consumption Value by Application (2019-2024)
Table 68. Global Model Risk Management Consumption Value Forecast by Application (2025-2030)
Table 69. North America Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 70. North America Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 71. North America Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 72. North America Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 73. North America Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 74. North America Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 75. Europe Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 76. Europe Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 77. Europe Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 78. Europe Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 79. Europe Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 80. Europe Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 81. Asia-Pacific Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 82. Asia-Pacific Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 83. Asia-Pacific Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 84. Asia-Pacific Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 85. Asia-Pacific Model Risk Management Consumption Value by Region (2019-2024) & (USD Million)
Table 86. Asia-Pacific Model Risk Management Consumption Value by Region (2025-2030) & (USD Million)
Table 87. South America Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 88. South America Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 89. South America Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 90. South America Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 91. South America Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 92. South America Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 93. Middle East & Africa Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 94. Middle East & Africa Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 95. Middle East & Africa Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 96. Middle East & Africa Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 97. Middle East & Africa Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 98. Middle East & Africa Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 99. Model Risk Management Raw Material
Table 100. Key Suppliers of Model Risk Management Raw Materials
List of Figures
Figure 1. Model Risk Management Picture
Figure 2. Global Model Risk Management Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 3. Global Model Risk Management Consumption Value Market Share by Type in 2023
Figure 4. Model Risk Governance Framework
Figure 5. Model Development
Figure 6. Model Validations
Figure 7. Model Audit Support
Figure 8. Others
Figure 9. Global Model Risk Management Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 10. Model Risk Management Consumption Value Market Share by Application in 2023
Figure 11. SMEs Picture
Figure 12. Large Enterprise Picture
Figure 13. Global Model Risk Management Consumption Value, (USD Million): 2019 & 2023 & 2030
Figure 14. Global Model Risk Management Consumption Value and Forecast (2019-2030) & (USD Million)
Figure 15. Global Market Model Risk Management Consumption Value (USD Million) Comparison by Region (2019 & 2023 & 2030)
Figure 16. Global Model Risk Management Consumption Value Market Share by Region (2019-2030)
Figure 17. Global Model Risk Management Consumption Value Market Share by Region in 2023
Figure 18. North America Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 19. Europe Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 20. Asia-Pacific Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 21. South America Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 22. Middle East and Africa Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 23. Global Model Risk Management Revenue Share by Players in 2023
Figure 24. Model Risk Management Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2023
Figure 25. Global Top 3 Players Model Risk Management Market Share in 2023
Figure 26. Global Top 6 Players Model Risk Management Market Share in 2023
Figure 27. Global Model Risk Management Consumption Value Share by Type (2019-2024)
Figure 28. Global Model Risk Management Market Share Forecast by Type (2025-2030)
Figure 29. Global Model Risk Management Consumption Value Share by Application (2019-2024)
Figure 30. Global Model Risk Management Market Share Forecast by Application (2025-2030)
Figure 31. North America Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 32. North America Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 33. North America Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 34. United States Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 35. Canada Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 36. Mexico Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 37. Europe Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 38. Europe Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 39. Europe Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 40. Germany Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 41. France Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 42. United Kingdom Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 43. Russia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 44. Italy Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 45. Asia-Pacific Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 46. Asia-Pacific Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 47. Asia-Pacific Model Risk Management Consumption Value Market Share by Region (2019-2030)
Figure 48. China Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 49. Japan Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 50. South Korea Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 51. India Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 52. Southeast Asia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 53. Australia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 54. South America Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 55. South America Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 56. South America Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 57. Brazil Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 58. Argentina Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 59. Middle East and Africa Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 60. Middle East and Africa Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 61. Middle East and Africa Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 62. Turkey Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 63. Saudi Arabia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 64. UAE Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 65. Model Risk Management Market Drivers
Figure 66. Model Risk Management Market Restraints
Figure 67. Model Risk Management Market Trends
Figure 68. Porters Five Forces Analysis
Figure 69. Manufacturing Cost Structure Analysis of Model Risk Management in 2023
Figure 70. Manufacturing Process Analysis of Model Risk Management
Figure 71. Model Risk Management Industrial Chain
Figure 72. Methodology
Figure 73. Research Process and Data Source
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Research Methodology

Client Requirements

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Review and analyze client requirements

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Discussion of all the project requirements and queries

Flexibility Check

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Project Feasibility Analysis

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Finalizing tentative research programme

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Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

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Determination of key drivers, restraints, challenge, and opportunity

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Identifies market needs and trends

Market Size Estimation & Forecast

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Estimation of historical data based on secondary and primary data

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Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

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Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

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Consideration of geography, region-specific product/service demand for region segments

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Consideration of product utilization rates, product demand outlook for segments by application or end-user.

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Data Source

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Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

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Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

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Collection of data

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    01 Identification of data

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Companies Mentioned

Protiviti Inc
IBM
Baker Tilly
CRISIL LIMITED
WNS (Holdings) Ltd
Oliver Wyman INC
McKinsey Insights
KPMG
The MathWorks, Inc.
PwC
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Global Model Risk Management Market 2024 by Company, Regions, Type and Application, Forecast to 2030

Global Model Risk Management Market 2024 by Company, Regions, Type and Application, Forecast to 2030

Page: 114

Published Date: 25 Jan 2024

Category: Service & Software

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Description

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Description

According to our (Global Info Research) latest study, the global Model Risk Management market size was valued at USD 8254.6 million in 2023 and is forecast to a readjusted size of USD 18100 million by 2030 with a CAGR of 11.9% during review period.

Model Risk Management (MRM) is a structured and comprehensive process used by organizations to identify, assess, monitor, and mitigate risks associated with the use of mathematical models, statistical models, and computational algorithms in decision-making and operations. These models are commonly used in various industries, including finance, insurance, manufacturing, healthcare, and more, to support critical business functions such as risk assessment, pricing, forecasting, and optimization.

The adoption of advanced analytics and artificial intelligence (AI) is increasing in MRM. Machine learning algorithms are being used to automate aspects of model validation, enhance model monitoring, and improve risk assessment.

The Global Info Research report includes an overview of the development of the Model Risk Management industry chain, the market status of SMEs (Model Risk Governance Framework, Model Development), Large Enterprise (Model Risk Governance Framework, Model Development), and key enterprises in developed and developing market, and analysed the cutting-edge technology, patent, hot applications and market trends of Model Risk Management.

Regionally, the report analyzes the Model Risk Management markets in key regions. North America and Europe are experiencing steady growth, driven by government initiatives and increasing consumer awareness. Asia-Pacific, particularly China, leads the global Model Risk Management market, with robust domestic demand, supportive policies, and a strong manufacturing base.

Key Features:
The report presents comprehensive understanding of the Model Risk Management market. It provides a holistic view of the industry, as well as detailed insights into individual components and stakeholders. The report analysis market dynamics, trends, challenges, and opportunities within the Model Risk Management industry.

The report involves analyzing the market at a macro level:
Market Sizing and Segmentation: Report collect data on the overall market size, including the revenue generated, and market share of different by Type (e.g., Model Risk Governance Framework, Model Development).

Industry Analysis: Report analyse the broader industry trends, such as government policies and regulations, technological advancements, consumer preferences, and market dynamics. This analysis helps in understanding the key drivers and challenges influencing the Model Risk Management market.

Regional Analysis: The report involves examining the Model Risk Management market at a regional or national level. Report analyses regional factors such as government incentives, infrastructure development, economic conditions, and consumer behaviour to identify variations and opportunities within different markets.

Market Projections: Report covers the gathered data and analysis to make future projections and forecasts for the Model Risk Management market. This may include estimating market growth rates, predicting market demand, and identifying emerging trends.

The report also involves a more granular approach to Model Risk Management:
Company Analysis: Report covers individual Model Risk Management players, suppliers, and other relevant industry players. This analysis includes studying their financial performance, market positioning, product portfolios, partnerships, and strategies.

Consumer Analysis: Report covers data on consumer behaviour, preferences, and attitudes towards Model Risk Management This may involve surveys, interviews, and analysis of consumer reviews and feedback from different by Application (SMEs, Large Enterprise).

Technology Analysis: Report covers specific technologies relevant to Model Risk Management. It assesses the current state, advancements, and potential future developments in Model Risk Management areas.

Competitive Landscape: By analyzing individual companies, suppliers, and consumers, the report present insights into the competitive landscape of the Model Risk Management market. This analysis helps understand market share, competitive advantages, and potential areas for differentiation among industry players.

Market Validation: The report involves validating findings and projections through primary research, such as surveys, interviews, and focus groups.

Market Segmentation
Model Risk Management market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.

Market segment by Type
Model Risk Governance Framework
Model Development
Model Validations
Model Audit Support
Others

Market segment by Application
SMEs
Large Enterprise

Market segment by players, this report covers
Protiviti Inc
IBM
Baker Tilly
CRISIL LIMITED
WNS (Holdings) Ltd
Oliver Wyman INC
McKinsey Insights
KPMG
The MathWorks, Inc.
PwC

Market segment by regions, regional analysis covers
North America (United States, Canada, and Mexico)
Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
South America (Brazil, Argentina and Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Model Risk Management product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Model Risk Management, with revenue, gross margin and global market share of Model Risk Management from 2019 to 2024.
Chapter 3, the Model Risk Management competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2019 to 2030.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2019 to 2024.and Model Risk Management market forecast, by regions, type and application, with consumption value, from 2025 to 2030.
Chapter 11, market dynamics, drivers, restraints, trends and Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Model Risk Management.
Chapter 13, to describe Model Risk Management research findings and conclusion.
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Table of Contents

1 Market Overview
1.1 Product Overview and Scope of Model Risk Management
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Model Risk Management by Type
1.3.1 Overview: Global Model Risk Management Market Size by Type: 2019 Versus 2023 Versus 2030
1.3.2 Global Model Risk Management Consumption Value Market Share by Type in 2023
1.3.3 Model Risk Governance Framework
1.3.4 Model Development
1.3.5 Model Validations
1.3.6 Model Audit Support
1.3.7 Others
1.4 Global Model Risk Management Market by Application
1.4.1 Overview: Global Model Risk Management Market Size by Application: 2019 Versus 2023 Versus 2030
1.4.2 SMEs
1.4.3 Large Enterprise
1.5 Global Model Risk Management Market Size & Forecast
1.6 Global Model Risk Management Market Size and Forecast by Region
1.6.1 Global Model Risk Management Market Size by Region: 2019 VS 2023 VS 2030
1.6.2 Global Model Risk Management Market Size by Region, (2019-2030)
1.6.3 North America Model Risk Management Market Size and Prospect (2019-2030)
1.6.4 Europe Model Risk Management Market Size and Prospect (2019-2030)
1.6.5 Asia-Pacific Model Risk Management Market Size and Prospect (2019-2030)
1.6.6 South America Model Risk Management Market Size and Prospect (2019-2030)
1.6.7 Middle East and Africa Model Risk Management Market Size and Prospect (2019-2030)

2 Company Profiles
2.1 Protiviti Inc
2.1.1 Protiviti Inc Details
2.1.2 Protiviti Inc Major Business
2.1.3 Protiviti Inc Model Risk Management Product and Solutions
2.1.4 Protiviti Inc Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.1.5 Protiviti Inc Recent Developments and Future Plans
2.2 IBM
2.2.1 IBM Details
2.2.2 IBM Major Business
2.2.3 IBM Model Risk Management Product and Solutions
2.2.4 IBM Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.2.5 IBM Recent Developments and Future Plans
2.3 Baker Tilly
2.3.1 Baker Tilly Details
2.3.2 Baker Tilly Major Business
2.3.3 Baker Tilly Model Risk Management Product and Solutions
2.3.4 Baker Tilly Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.3.5 Baker Tilly Recent Developments and Future Plans
2.4 CRISIL LIMITED
2.4.1 CRISIL LIMITED Details
2.4.2 CRISIL LIMITED Major Business
2.4.3 CRISIL LIMITED Model Risk Management Product and Solutions
2.4.4 CRISIL LIMITED Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.4.5 CRISIL LIMITED Recent Developments and Future Plans
2.5 WNS (Holdings) Ltd
2.5.1 WNS (Holdings) Ltd Details
2.5.2 WNS (Holdings) Ltd Major Business
2.5.3 WNS (Holdings) Ltd Model Risk Management Product and Solutions
2.5.4 WNS (Holdings) Ltd Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.5.5 WNS (Holdings) Ltd Recent Developments and Future Plans
2.6 Oliver Wyman INC
2.6.1 Oliver Wyman INC Details
2.6.2 Oliver Wyman INC Major Business
2.6.3 Oliver Wyman INC Model Risk Management Product and Solutions
2.6.4 Oliver Wyman INC Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.6.5 Oliver Wyman INC Recent Developments and Future Plans
2.7 McKinsey Insights
2.7.1 McKinsey Insights Details
2.7.2 McKinsey Insights Major Business
2.7.3 McKinsey Insights Model Risk Management Product and Solutions
2.7.4 McKinsey Insights Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.7.5 McKinsey Insights Recent Developments and Future Plans
2.8 KPMG
2.8.1 KPMG Details
2.8.2 KPMG Major Business
2.8.3 KPMG Model Risk Management Product and Solutions
2.8.4 KPMG Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.8.5 KPMG Recent Developments and Future Plans
2.9 The MathWorks, Inc.
2.9.1 The MathWorks, Inc. Details
2.9.2 The MathWorks, Inc. Major Business
2.9.3 The MathWorks, Inc. Model Risk Management Product and Solutions
2.9.4 The MathWorks, Inc. Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.9.5 The MathWorks, Inc. Recent Developments and Future Plans
2.10 PwC
2.10.1 PwC Details
2.10.2 PwC Major Business
2.10.3 PwC Model Risk Management Product and Solutions
2.10.4 PwC Model Risk Management Revenue, Gross Margin and Market Share (2019-2024)
2.10.5 PwC Recent Developments and Future Plans

3 Market Competition, by Players
3.1 Global Model Risk Management Revenue and Share by Players (2019-2024)
3.2 Market Share Analysis (2023)
3.2.1 Market Share of Model Risk Management by Company Revenue
3.2.2 Top 3 Model Risk Management Players Market Share in 2023
3.2.3 Top 6 Model Risk Management Players Market Share in 2023
3.3 Model Risk Management Market: Overall Company Footprint Analysis
3.3.1 Model Risk Management Market: Region Footprint
3.3.2 Model Risk Management Market: Company Product Type Footprint
3.3.3 Model Risk Management Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type
4.1 Global Model Risk Management Consumption Value and Market Share by Type (2019-2024)
4.2 Global Model Risk Management Market Forecast by Type (2025-2030)

5 Market Size Segment by Application
5.1 Global Model Risk Management Consumption Value Market Share by Application (2019-2024)
5.2 Global Model Risk Management Market Forecast by Application (2025-2030)

6 North America
6.1 North America Model Risk Management Consumption Value by Type (2019-2030)
6.2 North America Model Risk Management Consumption Value by Application (2019-2030)
6.3 North America Model Risk Management Market Size by Country
6.3.1 North America Model Risk Management Consumption Value by Country (2019-2030)
6.3.2 United States Model Risk Management Market Size and Forecast (2019-2030)
6.3.3 Canada Model Risk Management Market Size and Forecast (2019-2030)
6.3.4 Mexico Model Risk Management Market Size and Forecast (2019-2030)

7 Europe
7.1 Europe Model Risk Management Consumption Value by Type (2019-2030)
7.2 Europe Model Risk Management Consumption Value by Application (2019-2030)
7.3 Europe Model Risk Management Market Size by Country
7.3.1 Europe Model Risk Management Consumption Value by Country (2019-2030)
7.3.2 Germany Model Risk Management Market Size and Forecast (2019-2030)
7.3.3 France Model Risk Management Market Size and Forecast (2019-2030)
7.3.4 United Kingdom Model Risk Management Market Size and Forecast (2019-2030)
7.3.5 Russia Model Risk Management Market Size and Forecast (2019-2030)
7.3.6 Italy Model Risk Management Market Size and Forecast (2019-2030)

8 Asia-Pacific
8.1 Asia-Pacific Model Risk Management Consumption Value by Type (2019-2030)
8.2 Asia-Pacific Model Risk Management Consumption Value by Application (2019-2030)
8.3 Asia-Pacific Model Risk Management Market Size by Region
8.3.1 Asia-Pacific Model Risk Management Consumption Value by Region (2019-2030)
8.3.2 China Model Risk Management Market Size and Forecast (2019-2030)
8.3.3 Japan Model Risk Management Market Size and Forecast (2019-2030)
8.3.4 South Korea Model Risk Management Market Size and Forecast (2019-2030)
8.3.5 India Model Risk Management Market Size and Forecast (2019-2030)
8.3.6 Southeast Asia Model Risk Management Market Size and Forecast (2019-2030)
8.3.7 Australia Model Risk Management Market Size and Forecast (2019-2030)

9 South America
9.1 South America Model Risk Management Consumption Value by Type (2019-2030)
9.2 South America Model Risk Management Consumption Value by Application (2019-2030)
9.3 South America Model Risk Management Market Size by Country
9.3.1 South America Model Risk Management Consumption Value by Country (2019-2030)
9.3.2 Brazil Model Risk Management Market Size and Forecast (2019-2030)
9.3.3 Argentina Model Risk Management Market Size and Forecast (2019-2030)

10 Middle East & Africa
10.1 Middle East & Africa Model Risk Management Consumption Value by Type (2019-2030)
10.2 Middle East & Africa Model Risk Management Consumption Value by Application (2019-2030)
10.3 Middle East & Africa Model Risk Management Market Size by Country
10.3.1 Middle East & Africa Model Risk Management Consumption Value by Country (2019-2030)
10.3.2 Turkey Model Risk Management Market Size and Forecast (2019-2030)
10.3.3 Saudi Arabia Model Risk Management Market Size and Forecast (2019-2030)
10.3.4 UAE Model Risk Management Market Size and Forecast (2019-2030)

11 Market Dynamics
11.1 Model Risk Management Market Drivers
11.2 Model Risk Management Market Restraints
11.3 Model Risk Management Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry

12 Industry Chain Analysis
12.1 Model Risk Management Industry Chain
12.2 Model Risk Management Upstream Analysis
12.3 Model Risk Management Midstream Analysis
12.4 Model Risk Management Downstream Analysis

13 Research Findings and Conclusion

14 Appendix
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
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Table of Figures

List of Tables
Table 1. Global Model Risk Management Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Table 2. Global Model Risk Management Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
Table 3. Global Model Risk Management Consumption Value by Region (2019-2024) & (USD Million)
Table 4. Global Model Risk Management Consumption Value by Region (2025-2030) & (USD Million)
Table 5. Protiviti Inc Company Information, Head Office, and Major Competitors
Table 6. Protiviti Inc Major Business
Table 7. Protiviti Inc Model Risk Management Product and Solutions
Table 8. Protiviti Inc Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 9. Protiviti Inc Recent Developments and Future Plans
Table 10. IBM Company Information, Head Office, and Major Competitors
Table 11. IBM Major Business
Table 12. IBM Model Risk Management Product and Solutions
Table 13. IBM Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 14. IBM Recent Developments and Future Plans
Table 15. Baker Tilly Company Information, Head Office, and Major Competitors
Table 16. Baker Tilly Major Business
Table 17. Baker Tilly Model Risk Management Product and Solutions
Table 18. Baker Tilly Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 19. Baker Tilly Recent Developments and Future Plans
Table 20. CRISIL LIMITED Company Information, Head Office, and Major Competitors
Table 21. CRISIL LIMITED Major Business
Table 22. CRISIL LIMITED Model Risk Management Product and Solutions
Table 23. CRISIL LIMITED Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 24. CRISIL LIMITED Recent Developments and Future Plans
Table 25. WNS (Holdings) Ltd Company Information, Head Office, and Major Competitors
Table 26. WNS (Holdings) Ltd Major Business
Table 27. WNS (Holdings) Ltd Model Risk Management Product and Solutions
Table 28. WNS (Holdings) Ltd Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 29. WNS (Holdings) Ltd Recent Developments and Future Plans
Table 30. Oliver Wyman INC Company Information, Head Office, and Major Competitors
Table 31. Oliver Wyman INC Major Business
Table 32. Oliver Wyman INC Model Risk Management Product and Solutions
Table 33. Oliver Wyman INC Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 34. Oliver Wyman INC Recent Developments and Future Plans
Table 35. McKinsey Insights Company Information, Head Office, and Major Competitors
Table 36. McKinsey Insights Major Business
Table 37. McKinsey Insights Model Risk Management Product and Solutions
Table 38. McKinsey Insights Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 39. McKinsey Insights Recent Developments and Future Plans
Table 40. KPMG Company Information, Head Office, and Major Competitors
Table 41. KPMG Major Business
Table 42. KPMG Model Risk Management Product and Solutions
Table 43. KPMG Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 44. KPMG Recent Developments and Future Plans
Table 45. The MathWorks, Inc. Company Information, Head Office, and Major Competitors
Table 46. The MathWorks, Inc. Major Business
Table 47. The MathWorks, Inc. Model Risk Management Product and Solutions
Table 48. The MathWorks, Inc. Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 49. The MathWorks, Inc. Recent Developments and Future Plans
Table 50. PwC Company Information, Head Office, and Major Competitors
Table 51. PwC Major Business
Table 52. PwC Model Risk Management Product and Solutions
Table 53. PwC Model Risk Management Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 54. PwC Recent Developments and Future Plans
Table 55. Global Model Risk Management Revenue (USD Million) by Players (2019-2024)
Table 56. Global Model Risk Management Revenue Share by Players (2019-2024)
Table 57. Breakdown of Model Risk Management by Company Type (Tier 1, Tier 2, and Tier 3)
Table 58. Market Position of Players in Model Risk Management, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
Table 59. Head Office of Key Model Risk Management Players
Table 60. Model Risk Management Market: Company Product Type Footprint
Table 61. Model Risk Management Market: Company Product Application Footprint
Table 62. Model Risk Management New Market Entrants and Barriers to Market Entry
Table 63. Model Risk Management Mergers, Acquisition, Agreements, and Collaborations
Table 64. Global Model Risk Management Consumption Value (USD Million) by Type (2019-2024)
Table 65. Global Model Risk Management Consumption Value Share by Type (2019-2024)
Table 66. Global Model Risk Management Consumption Value Forecast by Type (2025-2030)
Table 67. Global Model Risk Management Consumption Value by Application (2019-2024)
Table 68. Global Model Risk Management Consumption Value Forecast by Application (2025-2030)
Table 69. North America Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 70. North America Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 71. North America Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 72. North America Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 73. North America Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 74. North America Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 75. Europe Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 76. Europe Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 77. Europe Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 78. Europe Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 79. Europe Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 80. Europe Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 81. Asia-Pacific Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 82. Asia-Pacific Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 83. Asia-Pacific Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 84. Asia-Pacific Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 85. Asia-Pacific Model Risk Management Consumption Value by Region (2019-2024) & (USD Million)
Table 86. Asia-Pacific Model Risk Management Consumption Value by Region (2025-2030) & (USD Million)
Table 87. South America Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 88. South America Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 89. South America Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 90. South America Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 91. South America Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 92. South America Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 93. Middle East & Africa Model Risk Management Consumption Value by Type (2019-2024) & (USD Million)
Table 94. Middle East & Africa Model Risk Management Consumption Value by Type (2025-2030) & (USD Million)
Table 95. Middle East & Africa Model Risk Management Consumption Value by Application (2019-2024) & (USD Million)
Table 96. Middle East & Africa Model Risk Management Consumption Value by Application (2025-2030) & (USD Million)
Table 97. Middle East & Africa Model Risk Management Consumption Value by Country (2019-2024) & (USD Million)
Table 98. Middle East & Africa Model Risk Management Consumption Value by Country (2025-2030) & (USD Million)
Table 99. Model Risk Management Raw Material
Table 100. Key Suppliers of Model Risk Management Raw Materials
List of Figures
Figure 1. Model Risk Management Picture
Figure 2. Global Model Risk Management Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 3. Global Model Risk Management Consumption Value Market Share by Type in 2023
Figure 4. Model Risk Governance Framework
Figure 5. Model Development
Figure 6. Model Validations
Figure 7. Model Audit Support
Figure 8. Others
Figure 9. Global Model Risk Management Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 10. Model Risk Management Consumption Value Market Share by Application in 2023
Figure 11. SMEs Picture
Figure 12. Large Enterprise Picture
Figure 13. Global Model Risk Management Consumption Value, (USD Million): 2019 & 2023 & 2030
Figure 14. Global Model Risk Management Consumption Value and Forecast (2019-2030) & (USD Million)
Figure 15. Global Market Model Risk Management Consumption Value (USD Million) Comparison by Region (2019 & 2023 & 2030)
Figure 16. Global Model Risk Management Consumption Value Market Share by Region (2019-2030)
Figure 17. Global Model Risk Management Consumption Value Market Share by Region in 2023
Figure 18. North America Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 19. Europe Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 20. Asia-Pacific Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 21. South America Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 22. Middle East and Africa Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 23. Global Model Risk Management Revenue Share by Players in 2023
Figure 24. Model Risk Management Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2023
Figure 25. Global Top 3 Players Model Risk Management Market Share in 2023
Figure 26. Global Top 6 Players Model Risk Management Market Share in 2023
Figure 27. Global Model Risk Management Consumption Value Share by Type (2019-2024)
Figure 28. Global Model Risk Management Market Share Forecast by Type (2025-2030)
Figure 29. Global Model Risk Management Consumption Value Share by Application (2019-2024)
Figure 30. Global Model Risk Management Market Share Forecast by Application (2025-2030)
Figure 31. North America Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 32. North America Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 33. North America Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 34. United States Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 35. Canada Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 36. Mexico Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 37. Europe Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 38. Europe Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 39. Europe Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 40. Germany Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 41. France Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 42. United Kingdom Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 43. Russia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 44. Italy Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 45. Asia-Pacific Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 46. Asia-Pacific Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 47. Asia-Pacific Model Risk Management Consumption Value Market Share by Region (2019-2030)
Figure 48. China Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 49. Japan Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 50. South Korea Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 51. India Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 52. Southeast Asia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 53. Australia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 54. South America Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 55. South America Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 56. South America Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 57. Brazil Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 58. Argentina Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 59. Middle East and Africa Model Risk Management Consumption Value Market Share by Type (2019-2030)
Figure 60. Middle East and Africa Model Risk Management Consumption Value Market Share by Application (2019-2030)
Figure 61. Middle East and Africa Model Risk Management Consumption Value Market Share by Country (2019-2030)
Figure 62. Turkey Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 63. Saudi Arabia Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 64. UAE Model Risk Management Consumption Value (2019-2030) & (USD Million)
Figure 65. Model Risk Management Market Drivers
Figure 66. Model Risk Management Market Restraints
Figure 67. Model Risk Management Market Trends
Figure 68. Porters Five Forces Analysis
Figure 69. Manufacturing Cost Structure Analysis of Model Risk Management in 2023
Figure 70. Manufacturing Process Analysis of Model Risk Management
Figure 71. Model Risk Management Industrial Chain
Figure 72. Methodology
Figure 73. Research Process and Data Source
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Research Methodology

Client Requirements

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Review and analyze client requirements

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Discussion of all the project requirements and queries

Flexibility Check

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Project Feasibility Analysis

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Finalizing tentative research programme

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Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

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Determination of key drivers, restraints, challenge, and opportunity

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Identifies market needs and trends

Market Size Estimation & Forecast

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Estimation of historical data based on secondary and primary data

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Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

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Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

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Consideration of geography, region-specific product/service demand for region segments

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Consideration of product utilization rates, product demand outlook for segments by application or end-user.

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Data Source

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Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

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Discussion of all the project requirements and queries

Validation and triangulation of secondary and primary source.

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Collection of data

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Cumulating and collating the essential qualitative and quantitative data

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Generation of report in client requested format by research analysts

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Reviews by expert analysts

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Final quality check

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Clarifying queries

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Receiving feedback

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Ensuring satisfaction

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    01 Identification of data

    This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.

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    02 Evaluation of Market Dynamic

    This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.

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    03 Collection of Data

    This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.

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    04 Collaboration of Data

    This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.

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    05 Verification and Analysis

    This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

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Companies Mentioned

Protiviti Inc
IBM
Baker Tilly
CRISIL LIMITED
WNS (Holdings) Ltd
Oliver Wyman INC
McKinsey Insights
KPMG
The MathWorks, Inc.
PwC
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