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: 2018 Versus 2022 Versus 2029

1.3.2 Global Model Risk Management Consumption Value Market Share by Type in 2022

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: 2018 Versus 2022 Versus 2029

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: 2018 VS 2022 VS 2029

1.6.2 Global Model Risk Management Market Size by Region, (2018-2029)

1.6.3 North America Model Risk Management Market Size and Prospect (2018-2029)

1.6.4 Europe Model Risk Management Market Size and Prospect (2018-2029)

1.6.5 Asia-Pacific Model Risk Management Market Size and Prospect (2018-2029)

1.6.6 South America Model Risk Management Market Size and Prospect (2018-2029)

1.6.7 Middle East and Africa Model Risk Management Market Size and Prospect (2018-2029)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

3.2 Market Share Analysis (2022)

3.2.1 Market Share of Model Risk Management by Company Revenue

3.2.2 Top 3 Model Risk Management Players Market Share in 2022

3.2.3 Top 6 Model Risk Management Players Market Share in 2022

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 (2018-2023)

4.2 Global Model Risk Management Market Forecast by Type (2024-2029)

5 Market Size Segment by Application

5.1 Global Model Risk Management Consumption Value Market Share by Application (2018-2023)

5.2 Global Model Risk Management Market Forecast by Application (2024-2029)

6 North America

6.1 North America Model Risk Management Consumption Value by Type (2018-2029)

6.2 North America Model Risk Management Consumption Value by Application (2018-2029)

6.3 North America Model Risk Management Market Size by Country

6.3.1 North America Model Risk Management Consumption Value by Country (2018-2029)

6.3.2 United States Model Risk Management Market Size and Forecast (2018-2029)

6.3.3 Canada Model Risk Management Market Size and Forecast (2018-2029)

6.3.4 Mexico Model Risk Management Market Size and Forecast (2018-2029)

7 Europe

7.1 Europe Model Risk Management Consumption Value by Type (2018-2029)

7.2 Europe Model Risk Management Consumption Value by Application (2018-2029)

7.3 Europe Model Risk Management Market Size by Country

7.3.1 Europe Model Risk Management Consumption Value by Country (2018-2029)

7.3.2 Germany Model Risk Management Market Size and Forecast (2018-2029)

7.3.3 France Model Risk Management Market Size and Forecast (2018-2029)

7.3.4 United Kingdom Model Risk Management Market Size and Forecast (2018-2029)

7.3.5 Russia Model Risk Management Market Size and Forecast (2018-2029)

7.3.6 Italy Model Risk Management Market Size and Forecast (2018-2029)

8 Asia-Pacific

8.1 Asia-Pacific Model Risk Management Consumption Value by Type (2018-2029)

8.2 Asia-Pacific Model Risk Management Consumption Value by Application (2018-2029)

8.3 Asia-Pacific Model Risk Management Market Size by Region

8.3.1 Asia-Pacific Model Risk Management Consumption Value by Region (2018-2029)

8.3.2 China Model Risk Management Market Size and Forecast (2018-2029)

8.3.3 Japan Model Risk Management Market Size and Forecast (2018-2029)

8.3.4 South Korea Model Risk Management Market Size and Forecast (2018-2029)

8.3.5 India Model Risk Management Market Size and Forecast (2018-2029)

8.3.6 Southeast Asia Model Risk Management Market Size and Forecast (2018-2029)

8.3.7 Australia Model Risk Management Market Size and Forecast (2018-2029)

9 South America

9.1 South America Model Risk Management Consumption Value by Type (2018-2029)

9.2 South America Model Risk Management Consumption Value by Application (2018-2029)

9.3 South America Model Risk Management Market Size by Country

9.3.1 South America Model Risk Management Consumption Value by Country (2018-2029)

9.3.2 Brazil Model Risk Management Market Size and Forecast (2018-2029)

9.3.3 Argentina Model Risk Management Market Size and Forecast (2018-2029)

10 Middle East & Africa

10.1 Middle East & Africa Model Risk Management Consumption Value by Type (2018-2029)

10.2 Middle East & Africa Model Risk Management Consumption Value by Application (2018-2029)

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 (2018-2029)

10.3.2 Turkey Model Risk Management Market Size and Forecast (2018-2029)

10.3.3 Saudi Arabia Model Risk Management Market Size and Forecast (2018-2029)

10.3.4 UAE Model Risk Management Market Size and Forecast (2018-2029)

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

11.5 Influence of COVID-19 and Russia-Ukraine War

11.5.1 Influence of COVID-19

11.5.2 Influence of Russia-Ukraine War

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

List of Tables

Table 1. Global Model Risk Management Consumption Value by Type, (USD Million), 2018 & 2022 & 2029

Table 2. Global Model Risk Management Consumption Value by Application, (USD Million), 2018 & 2022 & 2029

Table 3. Global Model Risk Management Consumption Value by Region (2018-2023) & (USD Million)

Table 4. Global Model Risk Management Consumption Value by Region (2024-2029) & (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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

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 (2018-2023)

Table 54. PwC Recent Developments and Future Plans

Table 55. Global Model Risk Management Revenue (USD Million) by Players (2018-2023)

Table 56. Global Model Risk Management Revenue Share by Players (2018-2023)

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 2022

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 (2018-2023)

Table 65. Global Model Risk Management Consumption Value Share by Type (2018-2023)

Table 66. Global Model Risk Management Consumption Value Forecast by Type (2024-2029)

Table 67. Global Model Risk Management Consumption Value by Application (2018-2023)

Table 68. Global Model Risk Management Consumption Value Forecast by Application (2024-2029)

Table 69. North America Model Risk Management Consumption Value by Type (2018-2023) & (USD Million)

Table 70. North America Model Risk Management Consumption Value by Type (2024-2029) & (USD Million)

Table 71. North America Model Risk Management Consumption Value by Application (2018-2023) & (USD Million)

Table 72. North America Model Risk Management Consumption Value by Application (2024-2029) & (USD Million)

Table 73. North America Model Risk Management Consumption Value by Country (2018-2023) & (USD Million)

Table 74. North America Model Risk Management Consumption Value by Country (2024-2029) & (USD Million)

Table 75. Europe Model Risk Management Consumption Value by Type (2018-2023) & (USD Million)

Table 76. Europe Model Risk Management Consumption Value by Type (2024-2029) & (USD Million)

Table 77. Europe Model Risk Management Consumption Value by Application (2018-2023) & (USD Million)

Table 78. Europe Model Risk Management Consumption Value by Application (2024-2029) & (USD Million)

Table 79. Europe Model Risk Management Consumption Value by Country (2018-2023) & (USD Million)

Table 80. Europe Model Risk Management Consumption Value by Country (2024-2029) & (USD Million)

Table 81. Asia-Pacific Model Risk Management Consumption Value by Type (2018-2023) & (USD Million)

Table 82. Asia-Pacific Model Risk Management Consumption Value by Type (2024-2029) & (USD Million)

Table 83. Asia-Pacific Model Risk Management Consumption Value by Application (2018-2023) & (USD Million)

Table 84. Asia-Pacific Model Risk Management Consumption Value by Application (2024-2029) & (USD Million)

Table 85. Asia-Pacific Model Risk Management Consumption Value by Region (2018-2023) & (USD Million)

Table 86. Asia-Pacific Model Risk Management Consumption Value by Region (2024-2029) & (USD Million)

Table 87. South America Model Risk Management Consumption Value by Type (2018-2023) & (USD Million)

Table 88. South America Model Risk Management Consumption Value by Type (2024-2029) & (USD Million)

Table 89. South America Model Risk Management Consumption Value by Application (2018-2023) & (USD Million)

Table 90. South America Model Risk Management Consumption Value by Application (2024-2029) & (USD Million)

Table 91. South America Model Risk Management Consumption Value by Country (2018-2023) & (USD Million)

Table 92. South America Model Risk Management Consumption Value by Country (2024-2029) & (USD Million)

Table 93. Middle East & Africa Model Risk Management Consumption Value by Type (2018-2023) & (USD Million)

Table 94. Middle East & Africa Model Risk Management Consumption Value by Type (2024-2029) & (USD Million)

Table 95. Middle East & Africa Model Risk Management Consumption Value by Application (2018-2023) & (USD Million)

Table 96. Middle East & Africa Model Risk Management Consumption Value by Application (2024-2029) & (USD Million)

Table 97. Middle East & Africa Model Risk Management Consumption Value by Country (2018-2023) & (USD Million)

Table 98. Middle East & Africa Model Risk Management Consumption Value by Country (2024-2029) & (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), 2018 & 2022 & 2029

Figure 3. Global Model Risk Management Consumption Value Market Share by Type in 2022

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), 2018 & 2022 & 2029

Figure 10. Model Risk Management Consumption Value Market Share by Application in 2022

Figure 11. SMEs Picture

Figure 12. Large Enterprise Picture

Figure 13. Global Model Risk Management Consumption Value, (USD Million): 2018 & 2022 & 2029

Figure 14. Global Model Risk Management Consumption Value and Forecast (2018-2029) & (USD Million)

Figure 15. Global Market Model Risk Management Consumption Value (USD Million) Comparison by Region (2018 & 2022 & 2029)

Figure 16. Global Model Risk Management Consumption Value Market Share by Region (2018-2029)

Figure 17. Global Model Risk Management Consumption Value Market Share by Region in 2022

Figure 18. North America Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 19. Europe Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 20. Asia-Pacific Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 21. South America Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 22. Middle East and Africa Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 23. Global Model Risk Management Revenue Share by Players in 2022

Figure 24. Model Risk Management Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2022

Figure 25. Global Top 3 Players Model Risk Management Market Share in 2022

Figure 26. Global Top 6 Players Model Risk Management Market Share in 2022

Figure 27. Global Model Risk Management Consumption Value Share by Type (2018-2023)

Figure 28. Global Model Risk Management Market Share Forecast by Type (2024-2029)

Figure 29. Global Model Risk Management Consumption Value Share by Application (2018-2023)

Figure 30. Global Model Risk Management Market Share Forecast by Application (2024-2029)

Figure 31. North America Model Risk Management Consumption Value Market Share by Type (2018-2029)

Figure 32. North America Model Risk Management Consumption Value Market Share by Application (2018-2029)

Figure 33. North America Model Risk Management Consumption Value Market Share by Country (2018-2029)

Figure 34. United States Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 35. Canada Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 36. Mexico Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 37. Europe Model Risk Management Consumption Value Market Share by Type (2018-2029)

Figure 38. Europe Model Risk Management Consumption Value Market Share by Application (2018-2029)

Figure 39. Europe Model Risk Management Consumption Value Market Share by Country (2018-2029)

Figure 40. Germany Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 41. France Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 42. United Kingdom Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 43. Russia Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 44. Italy Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 45. Asia-Pacific Model Risk Management Consumption Value Market Share by Type (2018-2029)

Figure 46. Asia-Pacific Model Risk Management Consumption Value Market Share by Application (2018-2029)

Figure 47. Asia-Pacific Model Risk Management Consumption Value Market Share by Region (2018-2029)

Figure 48. China Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 49. Japan Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 50. South Korea Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 51. India Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 52. Southeast Asia Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 53. Australia Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 54. South America Model Risk Management Consumption Value Market Share by Type (2018-2029)

Figure 55. South America Model Risk Management Consumption Value Market Share by Application (2018-2029)

Figure 56. South America Model Risk Management Consumption Value Market Share by Country (2018-2029)

Figure 57. Brazil Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 58. Argentina Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 59. Middle East and Africa Model Risk Management Consumption Value Market Share by Type (2018-2029)

Figure 60. Middle East and Africa Model Risk Management Consumption Value Market Share by Application (2018-2029)

Figure 61. Middle East and Africa Model Risk Management Consumption Value Market Share by Country (2018-2029)

Figure 62. Turkey Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 63. Saudi Arabia Model Risk Management Consumption Value (2018-2029) & (USD Million)

Figure 64. UAE Model Risk Management Consumption Value (2018-2029) & (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 2022

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