The global market for Model Risk Management was valued at US$ 9572 million in the year 2024 and is projected to reach a revised size of US$ 21460 million by 2031, growing at a CAGR of 12.4% during the forecast 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.
This report aims to provide a comprehensive presentation of the global market for Model Risk Management, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Model Risk Management.
The Model Risk Management market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Model Risk Management market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Model Risk Management companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
麻豆原创 Segmentation
By Company
Protiviti Inc
IBM
Baker Tilly
CRISIL LIMITED
WNS (Holdings) Ltd
Oliver Wyman INC
McKinsey Insights
KPMG
The MathWorks, Inc.
PwC
Segment by Type
Model Risk Governance Framework
Model Development
Model Validations
Model Audit Support
Others
Segment by Application
SMEs
Large Enterprise
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Model Risk Management company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
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1 Report Overview
1.1 Study Scope
1.2 麻豆原创 Analysis by Type
1.2.1 Global Model Risk Management 麻豆原创 Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Model Risk Governance Framework
1.2.3 Model Development
1.2.4 Model Validations
1.2.5 Model Audit Support
1.2.6 Others
1.3 麻豆原创 by Application
1.3.1 Global Model Risk Management 麻豆原创 Growth by Application: 2020 VS 2024 VS 2031
1.3.2 SMEs
1.3.3 Large Enterprise
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Model Risk Management 麻豆原创 Perspective (2020-2031)
2.2 Global Model Risk Management Growth Trends by Region
2.2.1 Global Model Risk Management 麻豆原创 Size by Region: 2020 VS 2024 VS 2031
2.2.2 Model Risk Management Historic 麻豆原创 Size by Region (2020-2025)
2.2.3 Model Risk Management Forecasted 麻豆原创 Size by Region (2026-2031)
2.3 Model Risk Management 麻豆原创 Dynamics
2.3.1 Model Risk Management Industry Trends
2.3.2 Model Risk Management 麻豆原创 Drivers
2.3.3 Model Risk Management 麻豆原创 Challenges
2.3.4 Model Risk Management 麻豆原创 Restraints
3 Competition Landscape by Key Players
3.1 Global Top Model Risk Management Players by Revenue
3.1.1 Global Top Model Risk Management Players by Revenue (2020-2025)
3.1.2 Global Model Risk Management Revenue 麻豆原创 Share by Players (2020-2025)
3.2 Global Model Risk Management 麻豆原创 Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Model Risk Management Revenue
3.4 Global Model Risk Management 麻豆原创 Concentration Ratio
3.4.1 Global Model Risk Management 麻豆原创 Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Model Risk Management Revenue in 2024
3.5 Global Key Players of Model Risk Management Head office and Area Served
3.6 Global Key Players of Model Risk Management, Product and Application
3.7 Global Key Players of Model Risk Management, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Model Risk Management Breakdown Data by Type
4.1 Global Model Risk Management Historic 麻豆原创 Size by Type (2020-2025)
4.2 Global Model Risk Management Forecasted 麻豆原创 Size by Type (2026-2031)
5 Model Risk Management Breakdown Data by Application
5.1 Global Model Risk Management Historic 麻豆原创 Size by Application (2020-2025)
5.2 Global Model Risk Management Forecasted 麻豆原创 Size by Application (2026-2031)
6 North America
6.1 North America Model Risk Management 麻豆原创 Size (2020-2031)
6.2 North America Model Risk Management 麻豆原创 Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Model Risk Management 麻豆原创 Size by Country (2020-2025)
6.4 North America Model Risk Management 麻豆原创 Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Model Risk Management 麻豆原创 Size (2020-2031)
7.2 Europe Model Risk Management 麻豆原创 Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Model Risk Management 麻豆原创 Size by Country (2020-2025)
7.4 Europe Model Risk Management 麻豆原创 Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Model Risk Management 麻豆原创 Size (2020-2031)
8.2 Asia-Pacific Model Risk Management 麻豆原创 Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Model Risk Management 麻豆原创 Size by Region (2020-2025)
8.4 Asia-Pacific Model Risk Management 麻豆原创 Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Model Risk Management 麻豆原创 Size (2020-2031)
9.2 Latin America Model Risk Management 麻豆原创 Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Model Risk Management 麻豆原创 Size by Country (2020-2025)
9.4 Latin America Model Risk Management 麻豆原创 Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Model Risk Management 麻豆原创 Size (2020-2031)
10.2 Middle East & Africa Model Risk Management 麻豆原创 Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Model Risk Management 麻豆原创 Size by Country (2020-2025)
10.4 Middle East & Africa Model Risk Management 麻豆原创 Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Protiviti Inc
11.1.1 Protiviti Inc Company Details
11.1.2 Protiviti Inc Business Overview
11.1.3 Protiviti Inc Model Risk Management Introduction
11.1.4 Protiviti Inc Revenue in Model Risk Management Business (2020-2025)
11.1.5 Protiviti Inc Recent Development
11.2 IBM
11.2.1 IBM Company Details
11.2.2 IBM Business Overview
11.2.3 IBM Model Risk Management Introduction
11.2.4 IBM Revenue in Model Risk Management Business (2020-2025)
11.2.5 IBM Recent Development
11.3 Baker Tilly
11.3.1 Baker Tilly Company Details
11.3.2 Baker Tilly Business Overview
11.3.3 Baker Tilly Model Risk Management Introduction
11.3.4 Baker Tilly Revenue in Model Risk Management Business (2020-2025)
11.3.5 Baker Tilly Recent Development
11.4 CRISIL LIMITED
11.4.1 CRISIL LIMITED Company Details
11.4.2 CRISIL LIMITED Business Overview
11.4.3 CRISIL LIMITED Model Risk Management Introduction
11.4.4 CRISIL LIMITED Revenue in Model Risk Management Business (2020-2025)
11.4.5 CRISIL LIMITED Recent Development
11.5 WNS (Holdings) Ltd
11.5.1 WNS (Holdings) Ltd Company Details
11.5.2 WNS (Holdings) Ltd Business Overview
11.5.3 WNS (Holdings) Ltd Model Risk Management Introduction
11.5.4 WNS (Holdings) Ltd Revenue in Model Risk Management Business (2020-2025)
11.5.5 WNS (Holdings) Ltd Recent Development
11.6 Oliver Wyman INC
11.6.1 Oliver Wyman INC Company Details
11.6.2 Oliver Wyman INC Business Overview
11.6.3 Oliver Wyman INC Model Risk Management Introduction
11.6.4 Oliver Wyman INC Revenue in Model Risk Management Business (2020-2025)
11.6.5 Oliver Wyman INC Recent Development
11.7 McKinsey Insights
11.7.1 McKinsey Insights Company Details
11.7.2 McKinsey Insights Business Overview
11.7.3 McKinsey Insights Model Risk Management Introduction
11.7.4 McKinsey Insights Revenue in Model Risk Management Business (2020-2025)
11.7.5 McKinsey Insights Recent Development
11.8 KPMG
11.8.1 KPMG Company Details
11.8.2 KPMG Business Overview
11.8.3 KPMG Model Risk Management Introduction
11.8.4 KPMG Revenue in Model Risk Management Business (2020-2025)
11.8.5 KPMG Recent Development
11.9 The MathWorks, Inc.
11.9.1 The MathWorks, Inc. Company Details
11.9.2 The MathWorks, Inc. Business Overview
11.9.3 The MathWorks, Inc. Model Risk Management Introduction
11.9.4 The MathWorks, Inc. Revenue in Model Risk Management Business (2020-2025)
11.9.5 The MathWorks, Inc. Recent Development
11.10 PwC
11.10.1 PwC Company Details
11.10.2 PwC Business Overview
11.10.3 PwC Model Risk Management Introduction
11.10.4 PwC Revenue in Model Risk Management Business (2020-2025)
11.10.5 PwC Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 麻豆原创 Size Estimation
13.1.1.3 麻豆原创 Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
Protiviti Inc
IBM
Baker Tilly
CRISIL LIMITED
WNS (Holdings) Ltd
Oliver Wyman INC
McKinsey Insights
KPMG
The MathWorks, Inc.
PwC
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*If Applicable.
