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Model Risk Management Market size is projected to reach xxxx units by 2025 from an estimated xxxx unit in 2019, growing at a CAGR of xx% globally.
Scope of the Model Risk Management Market
The main goal of this report is to help users understand the Model Risk Management market in terms of its definition, segmentation, market potential, influential trends, and challenges facing the market. In-depth research and analysis took place while preparing the report. Readers will find this report very helpful to in-depth understanding of the market.
Market Segmentation
Model Risk Management Market Research report comprises of Porter's five forces analysis to do the detail study about its each segmentation like Product segmentation, End user/application segment analysis and Major key players analysis mentioned as below;
The prominent key players included in the report on Model Risk Management market include:
Protiviti Inc, IBM, Baker Tilly, CRISIL LIMITED, WNS (Holdings) Ltd, Oliver Wyman INC, McKinsey Insights, KPMG, The MathWorks, Inc., PwC
Market Data Breakdown and Growth Pattern by Type
- Model Risk Governance Framework
- Model Development
- Model Validations
- Model Audit Support
- Others
Market Data Breakdown and Growth Pattern by End-Use Industry / Applications
- SMEs
- Large Enterprise
Geographic and direct information from the for the most part Model Risk Management market is being used to help makers pick which credits to sort out to battle with current market segments. Topographical regions covered by the market: The evaluation bases on key current geographical districts, as
• North America (U.S., Canada, Mexico)
• Europe (Germany, U.K., France, Italy, Russia, Spain, Rest of Europe)
• Asia-Pacific (China, India, Japan, Singapore, Australia, New Zealand, Rest of APAC)
• Middle East & Africa (Turkey, Saudi Arabia, Iran, UAE, Africa, Rest of MEA)
• South America (Brazil, Argentina, Rest of SA)
The report provides insights on the following pointers:
• Market Penetration: Comprehensive information on Model Risk Management offered by the top 10 players in the Model Risk Management market
• Product Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product launches in the Model Risk Management market
• Market Development: Comprehensive information about lucrative emerging markets. The report analyzes the markets for various Model Risk Management across geographies
• Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in the Model Risk Management market
• Competitive Assessment: In-depth assessment of market shares, strategies, products, and manufacturing capabilities of leading players in the Model Risk Management market
Market Size Estimation:
The bottom-up and top-down approaches have been used to estimate the size of the Model Risk Management market. These approaches have also been used extensively to determine the size of the various sub-segments in the market. The research methodology used to estimate the market size includes the following details:
• In-depth secondary research was done to identify the prominent players in the Model Risk Management market.
• All the possible parameters of the Model Risk Management market were studied to check their effect on the market.
• The value chain and market size of the Model Risk Management market in terms of (million/billion) have been determined through primary and secondary research.
• The secondary methodology was used to determine the percentage of the splits, shares, and breakdowns and was verified using the primary research methodology.
1 Introduction to Research & Analysis Reports
1.1 Model Risk Management Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Model Risk Management Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Model Risk Management Overall Market Size
2.1 Global Model Risk Management Market Size: 2021 VS 2028
2.2 Global Model Risk Management Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Model Risk Management Players in Global Market
3.2 Top Global Model Risk Management Companies Ranked by Revenue
3.3 Global Model Risk Management Revenue by Companies
3.4 Top 3 and Top 5 Model Risk Management Companies in Global Market, by Revenue in 2021
3.5 Global Companies Model Risk Management Product Type
3.6 Tier 1, Tier 2 and Tier 3 Model Risk Management Players in Global Market
3.6.1 List of Global Tier 1 Model Risk Management Companies
3.6.2 List of Global Tier 2 and Tier 3 Model Risk Management Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Model Risk Management Market Size Markets, 2021 & 2028
4.1.2 Model Risk Governance Framework
4.1.3 Model Development
4.1.4 Model Validations
4.1.5 Model Audit Support
4.1.6 Others
4.2 By Type - Global Model Risk Management Revenue & Forecasts
4.2.1 By Type - Global Model Risk Management Revenue, 2017-2022
4.2.2 By Type - Global Model Risk Management Revenue, 2023-2028
4.2.3 By Type - Global Model Risk Management Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Model Risk Management Market Size, 2021 & 2028
5.1.2 SMEs
5.1.3 Large Enterprise
5.2 By Application - Global Model Risk Management Revenue & Forecasts
5.2.1 By Application - Global Model Risk Management Revenue, 2017-2022
5.2.2 By Application - Global Model Risk Management Revenue, 2023-2028
5.2.3 By Application - Global Model Risk Management Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Model Risk Management Market Size, 2021 & 2028
6.2 By Region - Global Model Risk Management Revenue & Forecasts
6.2.1 By Region - Global Model Risk Management Revenue, 2017-2022
6.2.2 By Region - Global Model Risk Management Revenue, 2023-2028
6.2.3 By Region - Global Model Risk Management Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Model Risk Management Revenue, 2017-2028
6.3.2 US Model Risk Management Market Size, 2017-2028
6.3.3 Canada Model Risk Management Market Size, 2017-2028
6.3.4 Mexico Model Risk Management Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Model Risk Management Revenue, 2017-2028
6.4.2 Germany Model Risk Management Market Size, 2017-2028
6.4.3 France Model Risk Management Market Size, 2017-2028
6.4.4 U.K. Model Risk Management Market Size, 2017-2028
6.4.5 Italy Model Risk Management Market Size, 2017-2028
6.4.6 Russia Model Risk Management Market Size, 2017-2028
6.4.7 Nordic Countries Model Risk Management Market Size, 2017-2028
6.4.8 Benelux Model Risk Management Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Model Risk Management Revenue, 2017-2028
6.5.2 China Model Risk Management Market Size, 2017-2028
6.5.3 Japan Model Risk Management Market Size, 2017-2028
6.5.4 South Korea Model Risk Management Market Size, 2017-2028
6.5.5 Southeast Asia Model Risk Management Market Size, 2017-2028
6.5.6 India Model Risk Management Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Model Risk Management Revenue, 2017-2028
6.6.2 Brazil Model Risk Management Market Size, 2017-2028
6.6.3 Argentina Model Risk Management Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Model Risk Management Revenue, 2017-2028
6.7.2 Turkey Model Risk Management Market Size, 2017-2028
6.7.3 Israel Model Risk Management Market Size, 2017-2028
6.7.4 Saudi Arabia Model Risk Management Market Size, 2017-2028
6.7.5 UAE Model Risk Management Market Size, 2017-2028
7 Players Profiles
7.1 Protiviti Inc
7.1.1 Protiviti Inc Corporate Summary
7.1.2 Protiviti Inc Business Overview
7.1.3 Protiviti Inc Model Risk Management Major Product Offerings
7.1.4 Protiviti Inc Model Risk Management Revenue in Global Market (2017-2022)
7.1.5 Protiviti Inc Key News
7.2 IBM
7.2.1 IBM Corporate Summary
7.2.2 IBM Business Overview
7.2.3 IBM Model Risk Management Major Product Offerings
7.2.4 IBM Model Risk Management Revenue in Global Market (2017-2022)
7.2.5 IBM Key News
7.3 Baker Tilly
7.3.1 Baker Tilly Corporate Summary
7.3.2 Baker Tilly Business Overview
7.3.3 Baker Tilly Model Risk Management Major Product Offerings
7.3.4 Baker Tilly Model Risk Management Revenue in Global Market (2017-2022)
7.3.5 Baker Tilly Key News
7.4 CRISIL LIMITED
7.4.1 CRISIL LIMITED Corporate Summary
7.4.2 CRISIL LIMITED Business Overview
7.4.3 CRISIL LIMITED Model Risk Management Major Product Offerings
7.4.4 CRISIL LIMITED Model Risk Management Revenue in Global Market (2017-2022)
7.4.5 CRISIL LIMITED Key News
7.5 WNS (Holdings) Ltd
7.5.1 WNS (Holdings) Ltd Corporate Summary
7.5.2 WNS (Holdings) Ltd Business Overview
7.5.3 WNS (Holdings) Ltd Model Risk Management Major Product Offerings
7.5.4 WNS (Holdings) Ltd Model Risk Management Revenue in Global Market (2017-2022)
7.5.5 WNS (Holdings) Ltd Key News
7.6 Oliver Wyman INC
7.6.1 Oliver Wyman INC Corporate Summary
7.6.2 Oliver Wyman INC Business Overview
7.6.3 Oliver Wyman INC Model Risk Management Major Product Offerings
7.6.4 Oliver Wyman INC Model Risk Management Revenue in Global Market (2017-2022)
7.6.5 Oliver Wyman INC Key News
7.7 McKinsey Insights
7.7.1 McKinsey Insights Corporate Summary
7.7.2 McKinsey Insights Business Overview
7.7.3 McKinsey Insights Model Risk Management Major Product Offerings
7.7.4 McKinsey Insights Model Risk Management Revenue in Global Market (2017-2022)
7.7.5 McKinsey Insights Key News
7.8 KPMG
7.8.1 KPMG Corporate Summary
7.8.2 KPMG Business Overview
7.8.3 KPMG Model Risk Management Major Product Offerings
7.8.4 KPMG Model Risk Management Revenue in Global Market (2017-2022)
7.8.5 KPMG Key News
7.9 The MathWorks, Inc.
7.9.1 The MathWorks, Inc. Corporate Summary
7.9.2 The MathWorks, Inc. Business Overview
7.9.3 The MathWorks, Inc. Model Risk Management Major Product Offerings
7.9.4 The MathWorks, Inc. Model Risk Management Revenue in Global Market (2017-2022)
7.9.5 The MathWorks, Inc. Key News
7.10 PwC
7.10.1 PwC Corporate Summary
7.10.2 PwC Business Overview
7.10.3 PwC Model Risk Management Major Product Offerings
7.10.4 PwC Model Risk Management Revenue in Global Market (2017-2022)
7.10.5 PwC Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
List of Tables
Table 1. Model Risk Management Market Opportunities & Trends in Global Market
Table 2. Model Risk Management Market Drivers in Global Market
Table 3. Model Risk Management Market Restraints in Global Market
Table 4. Key Players of Model Risk Management in Global Market
Table 5. Top Model Risk Management Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Model Risk Management Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Model Risk Management Revenue Share by Companies, 2017-2022
Table 8. Global Companies Model Risk Management Product Type
Table 9. List of Global Tier 1 Model Risk Management Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Model Risk Management Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Model Risk Management Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Model Risk Management Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Model Risk Management Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Model Risk Management Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Model Risk Management Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Model Risk Management Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Model Risk Management Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Model Risk Management Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Model Risk Management Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Model Risk Management Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Model Risk Management Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Model Risk Management Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Model Risk Management Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Model Risk Management Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Model Risk Management Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Model Risk Management Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Model Risk Management Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Model Risk Management Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Model Risk Management Revenue, (US$, Mn), 2023-2028
Table 30. Protiviti Inc Corporate Summary
Table 31. Protiviti Inc Model Risk Management Product Offerings
Table 32. Protiviti Inc Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 33. IBM Corporate Summary
Table 34. IBM Model Risk Management Product Offerings
Table 35. IBM Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 36. Baker Tilly Corporate Summary
Table 37. Baker Tilly Model Risk Management Product Offerings
Table 38. Baker Tilly Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 39. CRISIL LIMITED Corporate Summary
Table 40. CRISIL LIMITED Model Risk Management Product Offerings
Table 41. CRISIL LIMITED Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 42. WNS (Holdings) Ltd Corporate Summary
Table 43. WNS (Holdings) Ltd Model Risk Management Product Offerings
Table 44. WNS (Holdings) Ltd Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 45. Oliver Wyman INC Corporate Summary
Table 46. Oliver Wyman INC Model Risk Management Product Offerings
Table 47. Oliver Wyman INC Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 48. McKinsey Insights Corporate Summary
Table 49. McKinsey Insights Model Risk Management Product Offerings
Table 50. McKinsey Insights Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 51. KPMG Corporate Summary
Table 52. KPMG Model Risk Management Product Offerings
Table 53. KPMG Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 54. The MathWorks, Inc. Corporate Summary
Table 55. The MathWorks, Inc. Model Risk Management Product Offerings
Table 56. The MathWorks, Inc. Model Risk Management Revenue (US$, Mn), (2017-2022)
Table 57. PwC Corporate Summary
Table 58. PwC Model Risk Management Product Offerings
Table 59. PwC Model Risk Management Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Model Risk Management Segment by Type in 2021
Figure 2. Model Risk Management Segment by Application in 2021
Figure 3. Global Model Risk Management Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Model Risk Management Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Model Risk Management Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Model Risk Management Revenue in 2021
Figure 8. By Type - Global Model Risk Management Revenue Market Share, 2017-2028
Figure 9. By Application - Global Model Risk Management Revenue Market Share, 2017-2028
Figure 10. By Region - Global Model Risk Management Revenue Market Share, 2017-2028
Figure 11. By Country - North America Model Risk Management Revenue Market Share, 2017-2028
Figure 12. US Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Model Risk Management Revenue Market Share, 2017-2028
Figure 16. Germany Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 17. France Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Model Risk Management Revenue Market Share, 2017-2028
Figure 24. China Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 28. India Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Model Risk Management Revenue Market Share, 2017-2028
Figure 30. Brazil Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Model Risk Management Revenue Market Share, 2017-2028
Figure 33. Turkey Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Model Risk Management Revenue, (US$, Mn), 2017-2028
Figure 37. Protiviti Inc Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. IBM Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Baker Tilly Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. CRISIL LIMITED Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. WNS (Holdings) Ltd Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Oliver Wyman INC Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. McKinsey Insights Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. KPMG Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. The MathWorks, Inc. Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. PwC Model Risk Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Research Methodology:
Model Risk Management Market Size Estimation
To estimate market size and trends, we use a combination of top-down and bottom-up methods. This allows us to evaluate the market from various perspectives—by company, region, product type, and end users.
Our estimates are based on actual sales data, excluding any discounts. Segment breakdowns and market shares are calculated using weighted averages based on usage rates and average prices. Regional insights are determined by how widely a product or service is adopted in each area.
Key companies are identified through secondary sources like industry reports and company filings. We then verify revenue estimates and other key data points through primary research, including interviews with industry experts, company executives, and decision-makers.
We take into account all relevant factors that could influence the market and validate our findings with real-world input. Our final insights combine both qualitative and quantitative data to provide a well-rounded view. Please note, these estimates do not account for unexpected changes such as inflation, economic downturns, or policy shifts.
Data Source
Secondary Sources
This study draws on a wide range of secondary sources, including press releases, annual reports, non-profit organizations, industry associations, government agencies, and customs data. We also referred to reputable databases and directories such as Bloomberg, Wind Info, Hoovers, Factiva, Trading Economics, Statista, and others. Additional references include investor presentations, company filings (e.g., SEC), economic data, and documents from regulatory and industry bodies.
These sources were used to gather technical and market-focused insights, identify key players, analyze market segmentation and classification, and track major trends and developments across industries.
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Primary Sources
As part of our primary research, we interviewed a variety of stakeholders from both the supply and demand sides to gather valuable qualitative and quantitative insights.
On the supply side, we spoke with product manufacturers, competitors, industry experts, research institutions, distributors, traders, and raw material suppliers. On the demand side, we engaged with business leaders, marketing and sales heads, technology and innovation directors, supply chain executives, and end users across key organizations.
These conversations helped us better understand market segmentation, pricing, applications, leading players, supply chains, demand trends, industry outlook, and key market dynamics—including risks, opportunities, barriers, and strategic developments.
Key Data Information from Primary Sources
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