AI Model Risk Management Global Market Opportunities And Strategies To 2034

Description

AI (artificial intelligence) model risk management encompasses the policies, practices, tools and expertise employed by organizations to identify, assess, mitigate and monitor risks associated with deploying artificial intelligence and machine learning models. The primary users of these solutions include data scientists, risk officers, compliance teams and IT stakeholders who require assurance that automated decision systems behave reliably, fairly and securely.

The AI model risk management market consists of sales by entities (organizations, sole traders and partnerships) of AI model risk management products and services that are used during model development, deployment and live operation, where they interact with complementary technologies like model development platforms, data governance systems, explainability tools and cyber-security solutions.

The global AI model risk management market was valued at $3,327.49 million in 2019 which grew till 2024 at a compound annual growth rate (CAGR) of more than 13.00%.

Rising Demand For Cloud Adoption

Rising demand for cloud adoption fueled the growth of the AI model risk management in the historic period. As enterprises adopted multi-cloud and hybrid environments to support AI initiatives, data became fragmented across public, private and on-premises systems, complicating AI model governance and oversight. This complexity required scalable and adaptive risk management frameworks. A data fabric architecture supported AI model risk management by offering a unified data layer that ensures seamless data integration, movement and access critical for tracking data lineage, monitoring model inputs and ensuring regulatory compliance. It enabled real-time access to distributed data sources, allowing continuous monitoring and validation of AI models, which enhanced transparency, operational agility and model accountability without disrupting existing infrastructure. For instance, in December 2023, according to Eurostat, a Luxembourg-based statistical office of the European Union, 45.2% of European Union (EU) enterprises purchased cloud computing services in 2023, which represents a 4.2 percentage point rise compared with 2021. Therefore, the rising demand for cloud adoption drove the growth of the AI model risk management market.

Development Of Digital Identity To AI Agents

Major companies operating in the AI model risk management market are focusing on developing innovative products such as digital identity to increase their market presence in the market. Digital identity refers to the digital representation of an entity, such as a user, device, or system, used to authenticate and authorize access to AI models, data, or infrastructure. Managing digital identities is critical to prevent unauthorized access, data misuse and model manipulation. For example, in May 2025, Microsoft Corporation, a US-based technology company, introduced Entra Agent ID, granting unique digital identities to AI agents enabling role-based access controls, credential revocation and full action logging. By assigning unique digital identities to AI agents, organizations can track, monitor and authenticate every action taken by AI systems. This parallels user identity management for humans, which is foundational for accountability and compliance. The ability to revoke or update an agent's credentials helps rapidly respond to emerging risks, such as security breach or discovery of unethical agent behavior.

The global AI model risk management market is concentrated, with large players operating in the market. The top 10 competitors in the market made up 41.97% of the total market in 2023.

AI Model Risk Management Global Market Opportunities And Strategies To 2034 from The Business Research Company provides the strategists; marketers and senior management with the critical information they need to assess the global AI model risk management market as it emerges from the COVID-19 shut down.

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Where is the largest and fastest-growing market for AI model risk management? How does the market relate to the overall economy; demography and other similar markets? What forces will shape the market going forward? The AI model risk management market global report from The Business Research Company answers all these questions and many more.

The report covers market characteristics; size and growth; segmentation; regional and country breakdowns; competitive landscape; market shares; trends and strategies for this market. It traces the market's history and forecasts market growth by geography. It places the market within the context of the wider AI model risk management market; and compares it with other markets.

The report covers the following chapters

Introduction and Market Characteristics- Brief introduction to the segmentations covered in the market, definitions and explanations about the segment by component, by deployment mode, by organization size, by application and by industry vertical.
Key Trends- Highlights the major trends shaping the global market. This section also highlights likely future developments in the market.
Growth Analysis And Strategic Analysis Framework- Analysis on PESTEL, end use industries, market growth rate, global historic (2019-2024) and forecast (2024-2029, 2034F) market values and drivers and restraints that support and control the growth of the market in the historic and forecast periods, forecast growth contributors and total addressable market (TAM).
Regional And Country Analysis- Historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison by region and country.
Market Segmentation- Contains the market values (2019-2024) (2024-2029, 2034F) and analysis for each segment by component, by deployment mode, by organization size, by application and by industry vertical in the market. Historic (2019-2024) and forecast (2024-2029) and (2029-2034) market values and growth and market share comparison by region market.
Regional Market Size and Growth- Regional market size (2024), historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison of countries within the region. This report includes information on all the regions Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa and major countries within each region.
Competitive Landscape- Details on the competitive landscape of the market, estimated market shares and company profiles of the leading players.
Other Major And Innovative Companies- Details on the company profiles of other major and innovative companies in the market.
Competitive Benchmarking- Briefs on the financials comparison between major players in the market.
Competitive Dashboard- Briefs on competitive dashboard of major players.
Key Mergers and Acquisitions- Information on recent mergers and acquisitions in the market is covered in the report. This section gives key financial details of mergers and acquisitions which have shaped the market in recent years.
Recent Developments- Information on recent developments in the market covered in the report.
Market Opportunities And Strategies- Describes market opportunities and strategies based on findings of the research, with information on growth opportunities across countries, segments and strategies to be followed in those markets.
Conclusions And Recommendations- This section includes recommendations for AI model risk management providers in terms of product/service offerings geographic expansion, marketing strategies and target groups.
Appendix- This section includes details on the NAICS codes covered, abbreviations and currencies codes used in this report.

Markets Covered:

1) By Component: Solution; Service
2) By Deployment Mode: Cloud-Based; On-Premise
3) By Organization Size: Large Enterprises; Small Medium-Sized Enterprises (SMEs)
4) By Application: Model Documentation; Model Governance; Model Monitoring; Model Validation
5) By Industry Vertical: Banking, Financial Services & Insurance; Healthcare; IT & Telecommunications; Retail E-Commerce; Other Industry Vertical
Companies Mentioned: International Business Machines Corporation; Microsoft Corp.; Google LLC; SAS Institute; FICO Corp.
Countries: China; Australia; India; Indonesia; Japan; South Korea; USA; Canada; Brazil; France; Germany; UK; Italy; Spain; Russia
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time-series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets; GDP proportions; expenditure per capita; AI model risk management indicators comparison.
Data segmentations: country and regional historic and forecast data; market share of competitors; market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.

Product Code: o&s1764

1 Executive Summary

1.1 AI Model Risk Management - Market Attractiveness And Macro Economic Landscape

2 Table Of Contents

3 List Of Tables

4 List Of Figures

5 Report Structure

6 Market Characteristics

6.1 General Market Definition
6.2 Summary
6.3 AI Model Risk Management Market Definition And Segmentations
6.4 Market Segmentation By Component
- 6.4.1 Solution
- 6.4.2 Service
6.5 Market Segmentation By Deployment Mode
- 6.5.1 Cloud-Based
- 6.5.2 On-Premise
6.6 Market Segmentation By Organization Size
- 6.6.1 Large Enterprises
- 6.6.2 Small and Medium-Sized Enterprises (SMEs)
6.7 Market Segmentation By Application
- 6.7.1 Model Documentation
- 6.7.2 Model Governance
- 6.7.3 Model Monitoring
- 6.7.4 Model Validation
6.8 Market Segmentation By Industry Vertical
- 6.8.1 Banking, Financial Services & Insurance
- 6.8.2 Healthcare
- 6.8.3 IT & Telecommunications
- 6.8.4 Retail E-commerce
- 6.8.5 Other Industry Vertical

7 Major Market Trends

7.1 Development Of Digital Identity To AI Agents
7.2 Advancements In AI Technology In AI model Risk Management
7.3 Strategic Partnerships And Collaborations Among Market Players

8 AI Model Risk Management Growth Analysis And Strategic Analysis Framework

8.1 Global AI Model Risk Management PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors)
- 8.1.1 Political
- 8.1.2 Economic
- 8.1.3 Social
- 8.1.4 Technological
- 8.1.5 Environmental
- 8.1.6 Legal
8.2 Analysis Of End User (B2B)
- 8.2.1 Banking, Financial Services And Insurance
- 8.2.2 Healthcare
- 8.2.3 Information Technology (IT) And Telecommunications
- 8.2.4 Retail E-commerce
- 8.2.5 Other End-Users
8.3 Global AI Model Risk Management Market Growth Rate Analysis
8.4 Global Historic Market Growth, 2019 - 2024, Value ($ Million)
- 8.4.1 Market Drivers 2019 - 2024
- 8.4.2 Market Restraints 2019- 2024
8.5 Global Forecast Market Growth, 2024 - 2029, 2034F Value ($ Million)
8.6 Forecast Growth Contributors/Factors
- 8.6.1 Quantitative Growth Contributors
- 8.6.2 Drivers
- 8.6.3 Restraints
8.7 AI Model Risk Management Total Addressable Market (TAM)

9 AI Model Risk Management Market Segmentation

9.1 Global AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.2 Global AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.3 Global AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.4 Global AI Model Risk Management Market, Segmentation By Application, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.5 Global AI Model Risk Management Market, Segmentation By Industry Vertical, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.6 Global AI Model Risk Management Market, Sub-Segmentation Of Solution, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.7 Global AI Model Risk Management Market, Sub-Segmentation Of Service, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

10 AI Model Risk Management Market, Regional and Country Analysis

10.1 AI Model Risk Management Market, By Region, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
10.2 AI Model Risk Management Market, By Country, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

11 Asia-Pacific Market

11.1 Summary
11.2 Market Overview
- 11.2.1 Region Information
- 11.2.2 Market Information
- 11.2.3 Background Information
- 11.2.4 Government Initiatives
- 11.2.5 Regulations
- 11.2.6 Regulatory Bodies
- 11.2.7 Major Associations
- 11.2.8 Taxes Levied
- 11.2.9 Corporate Tax Structure
- 11.2.10 Investments
- 11.2.11 Major Companies
11.3 Asia-Pacific AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.4 Asia-Pacific AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.5 Asia-Pacific AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.6 Asia-Pacific AI Model Risk Management Market: Country Analysis
11.7 China Market
11.8 Summary
11.9 Market Overview
- 11.9.1 Country Information
- 11.9.2 Market Information
- 11.9.3 Background Information
- 11.9.4 Government Initiatives
- 11.9.5 Regulations
- 11.9.6 Regulatory Bodies
- 11.9.7 Major Associations
- 11.9.8 Taxes Levied
- 11.9.9 Corporate Tax Structure
- 11.9.10 Major Companies
11.10 China AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.11 China AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.12 China AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.13 India Market
11.14 India AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.15 India AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.16 India AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.17 Japan Market
11.18 Summary
11.19 Market Overview
- 11.19.1 Country Information
- 11.19.2 Market Information
- 11.19.3 Background Information
- 11.19.4 Government Initiatives
- 11.19.5 Regulations
- 11.19.6 Regulatory Bodies
- 11.19.7 Major Associations
- 11.19.8 Taxes Levied
- 11.19.9 Corporate Tax Structure
- 11.19.10 Investments
- 11.19.11 Major Companies
11.20 Japan AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.21 Japan AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.22 Japan AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.23 Australia Market
11.24 Australia AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.25 Australia AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.26 Australia AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.27 Indonesia Market
11.28 Indonesia AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.29 Indonesia AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.30 Indonesia AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.31 South Korea Market
11.32 Summary
11.33 Market Overview
- 11.33.1 Country Information
- 11.33.2 Market Information
- 11.33.3 Background Information
- 11.33.4 Government Initiatives
- 11.33.5 Regulations
- 11.33.6 Regulatory Bodies
- 11.33.7 Major Associations
- 11.33.8 Taxes Levied
- 11.33.9 Corporate Tax Structure
- 11.33.10 Major Companies
11.34 South Korea AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.35 South Korea AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.36 South Korea AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

12 Western Europe Market

12.1 Summary
12.2 Market Overview
- 12.2.1 Region Information
- 12.2.2 Market Information
- 12.2.3 Background Information
- 12.2.4 Government Initiatives
- 12.2.5 Regulations
- 12.2.6 Regulatory Bodies
- 12.2.7 Major Associations
- 12.2.8 Taxes Levied
- 12.2.9 Corporate tax structure
- 12.2.10 Investments
- 12.2.11 Major Companies
12.3 Western Europe AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.4 Western Europe AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.5 Western Europe AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.6 Western Europe AI Model Risk Management Market: Country Analysis
12.7 UK Market
12.8 UK AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.9 UK AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.10 UK AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.11 Germany Market
12.12 Germany AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.13 Germany AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.14 Germany AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.15 France Market
12.16 France AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.17 France AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.18 France AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.19 Italy Market
12.20 Italy AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.21 Italy AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.22 Italy AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.23 Spain Market
12.24 Spain AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.25 Spain AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.26 Spain AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

13 Eastern Europe Market

13.1 Summary
13.2 Market Overview
- 13.2.1 Region Information
- 13.2.2 Market Information
- 13.2.3 Background Information
- 13.2.4 Government Initiatives
- 13.2.5 Regulations
- 13.2.6 Regulatory Bodies
- 13.2.7 Major Associations
- 13.2.8 Taxes Levied
- 13.2.9 Corporate Tax Structure
- 13.2.10 Major Companies
13.3 Eastern Europe AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.4 Eastern Europe AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.5 Eastern Europe AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.6 Eastern Europe AI Model Risk Management Market: Country Analysis
13.7 Russia Market
13.8 Russia AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.9 Russia AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.10 Russia AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

14 North America Market

14.1 Summary
14.2 Market Overview
- 14.2.1 Region Information
- 14.2.2 Market Information
- 14.2.3 Background Information
- 14.2.4 Government Initiatives
- 14.2.5 Regulations
- 14.2.6 Regulatory Bodies
- 14.2.7 Major Associations
- 14.2.8 Taxes Levied
- 14.2.9 Corporate Tax Structure
- 14.2.10 Investments
- 14.2.11 Major Companies
14.3 North America AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.4 North America AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.5 North America AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.6 North America AI Model Risk Management Market: Country Analysis
14.7 USA Market
14.8 Summary
14.9 Market Overview
- 14.9.1 Country Information
- 14.9.2 Market Information
- 14.9.3 Background Information
- 14.9.4 Government Initiatives
- 14.9.5 Regulations
- 14.9.6 Regulatory Bodies
- 14.9.7 Major Associations
- 14.9.8 Taxes Levied
- 14.9.9 Corporate Tax Structure
- 14.9.10 Investments
- 14.9.11 Major Companies
14.10 USA AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.11 USA AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.12 USA AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.13 Canada Market
14.14 Summary
14.15 Market Overview
- 14.15.1 Country Information
- 14.15.2 Market Information
- 14.15.3 Background Information
- 14.15.4 Government Initiatives
- 14.15.5 Regulations
- 14.15.6 Regulatory Bodies
- 14.15.7 Major Associations
- 14.15.8 Taxes Levied
- 14.15.9 Corporate Tax Structure
- 14.15.10 Major Companies
14.16 Canada AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.17 Canada AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.18 Canada AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

15 South America Market

15.1 Summary
15.2 Market Overview
- 15.2.1 Region Information
- 15.2.2 Market Information
- 15.2.3 Background Information
- 15.2.4 Government Initiatives
- 15.2.5 Regulations
- 15.2.6 Regulatory Bodies
- 15.2.7 Major Associations
- 15.2.8 Taxes Levied
- 15.2.9 Corporate Tax Structure
- 15.2.10 Major Companies
15.3 South America AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.4 South America AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.5 South America AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.6 South America AI Model Risk Management Market: Country Analysis
15.7 Brazil Market
15.8 Brazil AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.9 Brazil AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.10 Brazil AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

16 Middle East Market

16.1 Summary
16.2 Market Overview
- 16.2.1 Region Information
- 16.2.2 Market Information
- 16.2.3 Background Information
- 16.2.4 Government Initiatives
- 16.2.5 Regulations
- 16.2.6 Regulatory Bodies
- 16.2.7 Major Associations
- 16.2.8 Taxes Levied
- 16.2.9 Corporate Tax Structure
- 16.2.10 Investments
- 16.2.11 Major Companies
16.3 Middle East AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16.4 Middle East AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16.5 Middle East AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

17 Africa Market

17.1 Summary
17.2 Market Overview
- 17.2.1 Region Information
- 17.2.2 Market Information
- 17.2.3 Background Information
- 17.2.4 Government Initiatives
- 17.2.5 Regulations
- 17.2.6 Regulatory Bodies
- 17.2.7 Major Associations
- 17.2.8 Taxes Levied
- 17.2.9 Corporate Tax Structure
- 17.2.10 Major Companies
17.3 Africa AI Model Risk Management Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17.4 Africa AI Model Risk Management Market, Segmentation By Deployment Mode, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17.5 Africa AI Model Risk Management Market, Segmentation By Organization Size, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

18 Competitive Landscape And Company Profiles

18.1 Company Profiles
18.2 IBM Corporation
- 18.2.1 Company Overview
- 18.2.2 Products And Services
- 18.2.3 Business Strategy
- 18.2.4 Financial Overview
18.3 Microsoft Corporation
- 18.3.1 Company Overview
- 18.3.2 Products And Services
- 18.3.3 Business Strategy
- 18.3.4 Financial Overview
18.4 Google LLC
- 18.4.1 Company Overview
- 18.4.2 Products And Services
- 18.4.3 Business Strategy
- 18.4.4 Financial Overview
18.5 SAS Institute
- 18.5.1 Company Overview
- 18.5.2 Products And Services
- 18.5.3 Financial Overview
18.6 FICO Corp
- 18.6.1 Company Overview
- 18.6.2 Products And Services
- 18.6.3 Financial Overview

19 Other Major And Innovative Companies

19.1 Databricks Inc.
- 19.1.1 Company Overview
- 19.1.2 Products And Services
19.2 MathWorks Inc.
- 19.2.1 Company Overview
- 19.2.2 Products And Services
19.3 Accenture plc
- 19.3.1 Company Overview
- 19.3.2 Products And Services
19.4 Amazon.com Inc.
- 19.4.1 Company Overview
- 19.4.2 Products And Services
19.5 Deloitte Touche Tohmatsu Limited
- 19.5.1 Company Overview
- 19.5.2 Products And Services
19.6 PricewaterhouseCoopers (PwC)
- 19.6.1 Company Overview
- 19.6.2 Products And Services
19.7 Ernst & Young Global Limited (EY)
- 19.7.1 Company Overview
- 19.7.2 Products And Services
19.8 KPMG International Limited
- 19.8.1 Company Overview
- 19.8.2 Products And Services
19.9 Moody's Corporation
- 19.9.1 Company Overview
- 19.9.2 Products And Services
19.10 SAP SE
- 19.10.1 Company Overview
- 19.10.2 Products And Services
19.11 Mitratech Holdings Inc.
- 19.11.1 Company Overview
- 19.11.2 Products And Services
19.12 S&P Global Inc.
- 19.12.1 Company Overview
- 19.12.2 Products And Services
19.13 DataRobot Inc.
- 19.13.1 Company Overview
- 19.13.2 Products And Services
19.14 McKinsey & Company
- 19.14.1 Company Overview
- 19.14.2 Products And Services
19.15 Boston Consulting Group (BCG)
- 19.15.1 Company Overview
- 19.15.2 Products And Services

20 Competitive Benchmarking

21 Competitive Dashboard

22 Key Mergers And Acquisitions

22.1 CUBE Acquired Acin
22.2 Palo Alto Networks Acquired Protect AI Inc

23 Recent Developments In AI Model Risk Management

23.1 New AI Framework That Supports Continuous Misuse Detection Monitoring
23.2 Innovative Software For Agentic Governance and Security

24 Opportunities And Strategies

24.1 AI Model Risk Management Market In 2029 - Countries Offering Most New Opportunities
24.2 AI Model Risk Management Market In 2029 - Segments Offering Most New Opportunities
24.3 AI Model Risk Management Market In 2029 - Growth Strategies
- 24.3.1 Market Trend Based Strategies
- 24.3.2 Competitor Strategies

25 AI Model Risk Management Market, Conclusions And Recommendations

25.1 Conclusions
25.2 Recommendations
- 25.2.1 Product
- 25.2.2 Place
- 25.2.3 Price
- 25.2.4 Promotion
- 25.2.5 People

26 Appendix

26.1 Geographies Covered
26.2 Market Data Sources
26.3 Research Methodology
26.4 Currencies
26.5 The Business Research Company
26.6 Copyright and Disclaimer