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市场调查报告书
商品编码
1536768

AI模式风险管理市场评估:报价环，各部署模式，各风险类型，各用途，各终端用户，各地区，机会，预测，2017年～2031年

AI Model Risk Management Market Assessment, By Offering, By Deployment Mode, By Risk Type, By Application, By End-users, By Region, Opportunities and Forecast, 2017-2031F
出版日期: | 出版商: Market Xcel - Markets and Data | 英文 239 Pages | 商品交期: 3-5个工作天内

价格

根据预测，全球人工智慧模型风险管理市场规模将从2023年的49.8亿美元成长到2031年的129.6亿美元，2024-2031年预测期间复合年增长率为12.70%。该市场已显着成长，预计未来将继续扩大。

随着世界各地的监管机构寻求强大而可靠的框架，人工智慧模型风险管理在全球范围内蓬勃发展。 2024 年美国联邦人工智慧风险管理法案要求联邦机构使用美国国家标准与技术研究院 (NIST) 人工智慧风险管理框架并提高其实施的透明度。欧洲拟议的人工智慧法使用基于风险的分类来实现道德人工智慧的可靠部署。日本的人工智慧策略旨在确保人工智慧系统运作的透明度和问责制。标准化工作由美国国家标准与技术研究所 (NIST) 和欧洲人工智慧联盟等主要组织领导。这些法规和指南正在促进市场成长，因为组织旨在满足日益严格的标准，以降低风险并在全球建立对人工智慧技术的信任。

人工智慧模型风险管理必须根据联邦贸易委员会 (FTC) 的规定解决人工智慧偏见问题。去年，消费者因使用数位支付管道的诈欺者而损失了约 88 亿美元，这一数字凸显了更严格的人工智慧监管的紧迫性。人工智慧偏见可能会导致不公平的结果、法律问题和消费者流失。考虑到这一点，公司扩大采用人工智慧风险管理框架来瞄准和监控这些偏见，并围绕人工智慧的道德使用执行规则。因此，公司越来越多地寻找能够检测和减少偏见的解决方案，同时提供更高的透明度和监管合规性，从而推动市场需求。公司可以使用人工智慧来分析与任何活动相关的数据并养成安全的线上习惯。

由于网路安全威胁不断上升，人工智慧模型风险管理市场的需求正在迅速增加。可以执行更多规避策略的网路攻击正在导致企业身分盗窃和财务损失。根据《2024 年全球风险报告》，39% 的专家将网路攻击视为最有可能在 2024 年引发产业危机的五大风险之一。这种担忧正在让位于人工智慧驱动的风险管理解决方案，该解决方案使组织能够改进其安全实践并在威胁变得危险之前识别它们。人工智慧可以预测漏洞，使企业能够在违规发生之前保护自己并遵守严格的监管标准。

本报告提供全球AI模式风险管理市场相关调查，提供市场概要，以及报价环，各部署模式，各风险类型，各用途，各终端用户，各地区趋势，及加入此市场的主要企业简介等资讯。

目录

第1章 计划的范围和定义

第2章 调查手法

第3章 摘要整理

第4章 客户的迴响

第5章 全球AI模式风险管理市场预测，2017年～2031年

  • 市场规模的分析与预测
  • 市场占有率分析与预测
  • 市场地图分析，2023年
    • 各报价环
    • 各部署模式
    • 各风险类型
    • 各用途
    • 各终端用户
    • 各地区

第6章 北美的AI模式风险管理市场预测，2017年～2031年

第7章 欧洲的AI模式风险管理市场预测，2017年～2031年

第8章 亚太地区的AI模式风险管理市场预测，2017年～2031年

第9章 南美的AI模式风险管理市场预测，2017年～2031年

第10章 中东·非洲的AI模式风险管理市场预测，2017年～2031年

第11章 价值链分析

第12章 波特的五力分析

第13章 大环境分析

第14章 市场动态

第15章 市场趋势与发展

第16章 案例研究

第17章 竞争情形

  • 前五大领导市场公司的竞争矩阵
  • 前五名公司的SWOT分析
  • 主要企业前十大企业的形势
    • Alphabet inc.
    • Amazon Web Services, Inc.
    • Fair Isaac Corporation
    • IBM Corp.
    • Microsoft Corp.
    • Moody's Analytics, Inc.
    • Oracle Corporation
    • Palantir Technologies Inc.
    • Riskified, Inc.
    • SAS Institute Inc.

第18章 策略性建议

第19章 咨询方式和免责声明

Product Code: MX11759

Global AI model risk management market is projected to witness a CAGR of 12.70% during the forecast period 2024-2031, growing from USD 4.98 billion in 2023 to USD 12.96 billion in 2031. The market has grown significantly and is set for continued expansion.

AI Model Risk Management is on a global rise as regulators across the globe look at solid and reliable frameworks. The United States Federal Artificial Intelligence Risk Management Act of 2024 requires federal agencies to use the National Institute of Standards and Technology (NIST) AI Risk Management Framework to enhance transparency with implementation. The AI act proposed by Europe uses risk-based classification to enable trustworthy deployment of ethical artificial intelligence. Japan's AI strategy seeks to ensure transparency and accountability in the operation of AI systems. Standardization efforts are led by key associations such as National Institute of Standards and Technology (NIST), and the European AI Alliance. Together, these regulations and guidelines contribute to market growth as organizations aim to meet increasingly stringent standards that are necessary for risk reduction and trust-building in AI technologies around the world.

For instance, in June 2023, the European Union's AI Act, the world's first comprehensive AI regulation, sets strict rules on high-risk AI applications, ensuring safety and transparency, while banning harmful uses and fostering innovation.

Mitigation of AI Bias to Fuel AI Model Risk Management Market

AI model risk management needs to tackle AI bias in accordance with the Federal Trade Commission (FTC). Consumers lost nearly USD 8.8 billion to scammers taking advantage of digital payment channels last year, the figure highlights an urgency for more rigorous AI regulation. AI bias can cause unjust results, legal issues, and consumer abandonments. Considering this, companies are increasingly adopting AI risk management frameworks to target and monitor these biases thereby enforcing the rules for ethical usage of AI. This has in-turn driven the market demand, as dignity organizations look for solutions that can detect and mitigate biases while delivering better transparency and compliance with regulations. Businesses can use AI to analyze data related to every activity, creating secure online habitats which lead the way for trust and innovation in a society that has little room for human error, when it comes to compliance of consumers and regulatory needs.

For instance, in May 2024, IBM Corp. unveiled major updates to its watsonx platform, including open-sourced Granite models and InstructLab, alongside strengthened partnerships with major tech firms to drive enterprise AI innovation.

Rising Cybersecurity Concerns Drive the AI Model Risk Management Market Growth

The AI model risk management market need has soared due to rising cybersecurity threats. Able to implement more evasive tactics, cyberattacks have led enterprises towards identity theft and financial loss. According to the Global Risks Report 2024, 39% of experts observe cyberattacks as one of top-five risks, likely triggering an industry crisis in 2024. This concern is giving way to AI-powered risk management solutions, allowing organizations to improve security practices and identify threats before they become hazardous. Artificial intelligence can predict vulnerabilities, hence companies are able to protect themselves before a breach occurs and comply with strict regulatory standards.

For instance, in April 2024, Oracle Corporation introduced its AI-powered Financial Services Compliance Agent to enhance banks' anti-money laundering efforts. The service offers cost-effective scenario testing and improved risk assessment capabilities.

Government Initiatives Acting as a Market Catalyst

Global government efforts are propelling AI model risk management market across the world. Strong security and transparency requirements of the European Union Artificial Intelligence Act will create new market opportunities for risk management solutions. The United Kingdom National AI Strategy, for instance, is disproportionately concerned with cybersecurity and subsequently prioritizes investment in AI risk management solutions. Cybersecurity and the ethical use of AI have been given importance in India's National AI Portal, as well is Singapore's AI Governance Framework where research and development for advanced risk management tools should be used. The AI Action Plan of Australia and the Pan-Canadian AI Strategy support use cases for cybersecurity in enhancing performance through AI capabilities, propelling the market revenue. These controls and techniques allow companies to build a full AI risk management platform.

For instance, in January 2023, NIST launched the AI Risk Management Framework (AI RMF 1.0), fulfilling a mandate from the National AI Initiative Act of 2020. This voluntary framework offers guidance for managing AI risks, promoting trust and accountability.

BFSI Sector Leading in AI Model Risk Management Market

BFSI is at a forefront in the AI model risk management market as it uses advanced technologies for complex problems in an age where cyber threats are accelerating and regulations tightening, banks want AI powered by machine learning to manage risk better. Artificial Intelligence analyzes huge data and makes important things such as credit risk assessment, fraud detection, and regulatory compliance which is super easy to do in real-time. This proactive alternative replaces the conventional measures of reacting to the market and provides substantial operational resilience. Incorporating AI/ML tools into compliance processes accelerates financial institutions, making them pioneers of risk management innovation by improving process efficiency and security.

North America Dominates AI Model Risk Management Market Share

North America dominates the AI model risk management market due to its advanced technological infrastructure and large-scale investments made by the government. Efforts to adopt AI have been quite high in the United States and Canada, where very minimal regulations or government policies are used as launchpads by innovators into how they want to apply the learnings above output representation networks for ideas such as Targeted Learning Machines. Other recent initiatives include the Federal Infrastructure Modernization Act, which strengthens cyber defenses while issuing guidance on how to prioritize AI technologies under FedRAMP.

For instance, in June 2023, Moody's Analytics, Inc. and Microsoft Corp. announced a strategic partnership to develop advanced risk, data, and analytics solutions using Microsoft's Azure OpenAI Service and Moody's proprietary data.

Future Market Scenario (2024 - 2031F)

Governments worldwide will introduce stricter regulations, requiring more rigorous oversight and compliance measures for AI models, boosting the demand for advanced risk management solutions.

The need for robust risk management strategies will surge, driving innovation and market growth as industries integrate AI models across various applications.

Organizations will prioritize sophisticated risk management frameworks to safeguard data integrity and system security with rising cyber threats targeting AI systems.

AI models will evolve to offer more accurate risk predictions and proactive mitigation strategies, transforming how businesses manage and respond to potential threats.

Key Players Landscape and Outlook

Prominent players in the AI model risk management market are developing sophisticated models that can automatically identify and correct errors. Alphabet Inc. and Microsoft corp. deploy their cloud infrastructure with AI skills, as IBM Corp. and Oracle Corporation are offering a few of the most difficult competition from long standing analytics subsidiaries. Moody's Analytics, Inc. specializes in financial analytics and AWS builds scalable cloud services.

In July 2024, Moody's Analytics, Inc. launched a GenAI-powered Early Warning System for commercial real estate, offering real-time alerts and risk assessments to enhance portfolio management.

Table of Contents

1. Project Scope and Definitions

2. Research Methodology

3. Executive Summary

4. Voice of Customer

  • 4.1. Product and Market Intelligence
  • 4.2. Mode of Brand Awareness
  • 4.3. Factors Considered in Purchase Decisions
    • 4.3.1. Features and Other Value-Added Service
    • 4.3.2. IT Infrastructure Compatibility
    • 4.3.3. Efficiency of Solutions
    • 4.3.4. After-Sales Support
  • 4.4. Consideration of Privacy and Regulations

5. Global AI Model Risk Management Market Outlook, 2017-2031F

  • 5.1. Market Size Analysis & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share Analysis & Forecast
    • 5.2.1. By Offering
      • 5.2.1.1. Software
      • 5.2.1.2. Services
    • 5.2.2. By Deployment Mode
      • 5.2.2.1. On-premises
      • 5.2.2.2. Cloud-based
    • 5.2.3. By Risk Type
      • 5.2.3.1. Security Risk
      • 5.2.3.2. Ethical Risk
      • 5.2.3.3. Operational Risk
    • 5.2.4. By Application
      • 5.2.4.1. Fraud Detection and Prevention
      • 5.2.4.2. Credit Scoring and Assessment
      • 5.2.4.3. Market Risk Analysis
      • 5.2.4.4. Anti-Money Laundering (AML) Compliance
      • 5.2.4.5. Cybersecurity Threat Detection
      • 5.2.4.6. Supply Chain Risk Prediction
      • 5.2.4.7. Others
    • 5.2.5. By End-users
      • 5.2.5.1. Banking, Financial Services and Insurance (BFSI)
      • 5.2.5.2. Retail and E-commerce
      • 5.2.5.3. IT and Telecom
      • 5.2.5.4. Manufacturing
      • 5.2.5.5. Healthcare
      • 5.2.5.6. Media and Entertainment
      • 5.2.5.7. Government and Public Sector
      • 5.2.5.8. Others
    • 5.2.6. By Region
      • 5.2.6.1. North America
      • 5.2.6.2. Europe
      • 5.2.6.3. Asia-Pacific
      • 5.2.6.4. South America
      • 5.2.6.5. Middle East and Africa
    • 5.2.7. By Company Market Share Analysis (Top 5 Companies and Others - By Value, 2023)
  • 5.3. Market Map Analysis, 2023
    • 5.3.1. By Offering
    • 5.3.2. By Deployment Mode
    • 5.3.3. By Risk Type
    • 5.3.4. By Application
    • 5.3.5. By End-users
    • 5.3.6. By Region

6. North America AI Model Risk Management Market Outlook, 2017-2031F*

  • 6.1. Market Size Analysis & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share Analysis & Forecast
    • 6.2.1. By Component
    • 6.2.2. By Offering
      • 6.2.2.1. Software
      • 6.2.2.2. Services
    • 6.2.3. By Deployment Mode
      • 6.2.3.1. On-premises
      • 6.2.3.2. Cloud-based
    • 6.2.4. By Risk Type
      • 6.2.4.1. Security Risk
      • 6.2.4.2. Ethical Risk
      • 6.2.4.3. Operational Risk
    • 6.2.5. By Application
      • 6.2.5.1. Fraud Detection and Prevention
      • 6.2.5.2. Credit Scoring and Assessment
      • 6.2.5.3. Market Risk Analysis
      • 6.2.5.4. Anti-Money Laundering (AML) Compliance
      • 6.2.5.5. Cybersecurity Threat Detection
      • 6.2.5.6. Supply Chain Risk Prediction
      • 6.2.5.7. Others
    • 6.2.6. By End-users
      • 6.2.6.1. Banking, Financial Services and Insurance (BFSI)
      • 6.2.6.2. Retail and E-commerce
      • 6.2.6.3. IT and Telecom
      • 6.2.6.4. Manufacturing
      • 6.2.6.5. Healthcare
      • 6.2.6.6. Media and Entertainment
      • 6.2.6.7. Government and Public Sector
      • 6.2.6.8. Others
    • 6.2.7. By Country Share
      • 6.2.7.1. United States
      • 6.2.7.2. Canada
      • 6.2.7.3. Mexico
  • 6.3. Country Market Assessment
    • 6.3.1. United States AI Model Risk Management Market Outlook, 2017-2031F*
      • 6.3.1.1. Market Size Analysis & Forecast
        • 6.3.1.1.1. By Value
      • 6.3.1.2. Market Share Analysis & Forecast
        • 6.3.1.2.1. By Offering
          • 6.3.1.2.1.1. Software
          • 6.3.1.2.1.2. Services
        • 6.3.1.2.2. By Deployment Mode
          • 6.3.1.2.2.1. On-premises
          • 6.3.1.2.2.2. Cloud-based
        • 6.3.1.2.3. By Risk Type
          • 6.3.1.2.3.1. Security Risk
          • 6.3.1.2.3.2. Ethical Risk
          • 6.3.1.2.3.3. Operational Risk
        • 6.3.1.2.4. By Application
          • 6.3.1.2.4.1. Fraud Detection and Prevention
          • 6.3.1.2.4.2. Credit Scoring and Assessment
          • 6.3.1.2.4.3. Market Risk Analysis
          • 6.3.1.2.4.4. Anti-Money Laundering (AML) Compliance
          • 6.3.1.2.4.5. Cybersecurity Threat Detection
          • 6.3.1.2.4.6. Supply Chain Risk Prediction
          • 6.3.1.2.4.7. Others
        • 6.3.1.2.5. By End-users
          • 6.3.1.2.5.1. Banking, Financial Services and Insurance (BFSI)
          • 6.3.1.2.5.2. Retail and E-commerce
          • 6.3.1.2.5.3. IT and Telecom
          • 6.3.1.2.5.4. Manufacturing
          • 6.3.1.2.5.5. Healthcare
          • 6.3.1.2.5.6. Media and Entertainment
          • 6.3.1.2.5.7. Government and Public Sector
          • 6.3.1.2.5.8. Others
    • 6.3.2. Canada
    • 6.3.3. Mexico

All segments will be provided for all regions and countries covered

7. Europe AI Model Risk Management Market Outlook, 2017-2031F

  • 7.1. Germany
  • 7.2. France
  • 7.3. Italy
  • 7.4. United Kingdom
  • 7.5. Russia
  • 7.6. Netherlands
  • 7.7. Spain
  • 7.8. Turkey
  • 7.9. Poland

8. Asia-Pacific AI Model Risk Management Market Outlook, 2017-2031F

  • 8.1. India
  • 8.2. China
  • 8.3. Japan
  • 8.4. Australia
  • 8.5. Vietnam
  • 8.6. South Korea
  • 8.7. Indonesia
  • 8.8. Philippines

9. South America AI Model Risk Management Market Outlook, 2017-2031F

  • 9.1. Brazil
  • 9.2. Argentina

10. Middle East and Africa AI Model Risk Management Market Outlook, 2017-2031F

  • 10.1. Saudi Arabia
  • 10.2. UAE
  • 10.3. South Africa

11. Value Chain Analysis

12. Porter's Five Forces Analysis

13. PESTLE Analysis

14. Market Dynamics

  • 14.1. Market Drivers
  • 14.2. Market Challenges

15. Market Trends and Developments

16. Case Studies

17. Competitive Landscape

  • 17.1. Competition Matrix of Top 5 Market Leaders
  • 17.2. SWOT Analysis for Top 5 Players
  • 17.3. Key Players Landscape for Top 10 Market Players
    • 17.3.1. Alphabet inc.
      • 17.3.1.1. Company Details
      • 17.3.1.2. Key Management Personnel
      • 17.3.1.3. Products and Services
      • 17.3.1.4. Financials (As Reported)
      • 17.3.1.5. Key Market Focus and Geographical Presence
      • 17.3.1.6. Recent Developments/Collaborations/Partnerships/Mergers and Acquisition
    • 17.3.2. Amazon Web Services, Inc.
    • 17.3.3. Fair Isaac Corporation
    • 17.3.4. IBM Corp.
    • 17.3.5. Microsoft Corp.
    • 17.3.6. Moody's Analytics, Inc.
    • 17.3.7. Oracle Corporation
    • 17.3.8. Palantir Technologies Inc.
    • 17.3.9. Riskified, Inc.
    • 17.3.10. SAS Institute Inc.

Companies mentioned above DO NOT hold any order as per market share and can be changed as per information available during research work.

18. Strategic Recommendations

19. About Us and Disclaimer

List of Tables

  • Table 1. Pricing Analysis of Products from Key Players
  • Table 2. Competition Matrix of Top 5 Market Leaders
  • Table 3. Mergers & Acquisitions/ Joint Ventures (If Applicable)
  • Table 4. About Us - Regions and Countries Where We Have Executed Client Projects

List of Figures

  • Figure 1. Global AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 2. Global AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 3. Global AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 4. Global AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 5. Global AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 6. Global AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 7. Global AI Model Risk Management Market Share (%), By Region, 2017-2031F
  • Figure 8. North America AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 9. North America AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 10. North America AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 11. North America AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 12. North America AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 13. North America AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 14. North America AI Model Risk Management Market Share (%), By Country, 2017-2031F
  • Figure 15. United States AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 16. United States AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 17. United States AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 18. United States AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 19. United States AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 20. United States AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 21. Canada AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 22. Canada AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 23. Canada AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 24. Canada AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 25. Canada AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 26. Canada AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 27. Mexico AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 28. Mexico AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 29. Mexico AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 30. Mexico AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 31. Mexico AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 32. Mexico AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 33. Europe AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 34. Europe AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 35. Europe AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 36. Europe AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 37. Europe AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 38. Europe AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 39. Europe AI Model Risk Management Market Share (%), By Country, 2017-2031F
  • Figure 40. Germany AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 41. Germany AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 42. Germany AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 43. Germany AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 44. Germany AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 45. Germany AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 46. France AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 47. France AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 48. France AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 49. France AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 50. France AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 51. France AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 52. Italy AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 53. Italy AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 54. Italy AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 55. Italy AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 56. Italy AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 57. Italy AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 58. United Kingdom AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 59. United Kingdom AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 60. United Kingdom AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 61. United Kingdom AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 62. United Kingdom AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 63. United Kingdom AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 64. Russia AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 65. Russia AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 66. Russia AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 67. Russia AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 68. Russia AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 69. Russia AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 70. Netherlands AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 71. Netherlands AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 72. Netherlands AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 73. Netherlands AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 74. Netherlands AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 75. Netherlands AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 76. Spain AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 77. Spain AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 78. Spain AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 79. Spain AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 80. Spain AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 81. Spain AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 82. Turkey AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 83. Turkey AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 84. Turkey AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 85. Turkey AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 86. Turkey AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 87. Turkey AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 88. Poland AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 89. Poland AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 90. Poland AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 91. Poland AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 92. Poland AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 93. Poland AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 94. South America AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 95. South America AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 96. South America AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 97. South America AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 98. South America AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 99. South America AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 100. South America AI Model Risk Management Market Share (%), By Country, 2017-2031F
  • Figure 101. Brazil AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 102. Brazil AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 103. Brazil AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 104. Brazil AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 105. Brazil AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 106. Brazil AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 107. Argentina AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 108. Argentina AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 109. Argentina AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 110. Argentina AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 111. Argentina AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 112. Argentina AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 113. Asia-Pacific AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 114. Asia-Pacific AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 115. Asia-Pacific AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 116. Asia-Pacific AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 117. Asia-Pacific AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 118. Asia-Pacific AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 119. Asia-Pacific AI Model Risk Management Market Share (%), By Country, 2017-2031F
  • Figure 120. India AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 121. India AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 122. India AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 123. India AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 124. India AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 125. India AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 126. China AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 127. China AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 128. China AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 129. China AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 130. China AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 131. China AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 132. Japan AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 133. Japan AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 134. Japan AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 135. Japan AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 136. Japan AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 137. Japan AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 138. Australia AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 139. Australia AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 140. Australia AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 141. Australia AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 142. Australia AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 143. Australia AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 144. Vietnam AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 145. Vietnam AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 146. Vietnam AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 147. Vietnam AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 148. Vietnam AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 149. Vietnam AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 150. South Korea AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 151. South Korea AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 152. South Korea AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 153. South Korea AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 154. South Korea AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 155. South Korea AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 156. Indonesia AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 157. Indonesia AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 158. Indonesia AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 159. Indonesia AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 160. Indonesia AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 161. Indonesia AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 162. Philippines AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 163. Philippines AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 164. Philippines AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 165. Philippines AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 166. Philippines AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 167. Philippines AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 168. Middle East & Africa AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 169. Middle East & Africa AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 170. Middle East & Africa AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 171. Middle East & Africa AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 172. Middle East & Africa AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 173. Middle East & Africa AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 174. Middle East & Africa AI Model Risk Management Market Share (%), By Country, 2017-2031F
  • Figure 175. Saudi Arabia AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 176. Saudi Arabia AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 177. Saudi Arabia AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 178. Saudi Arabia AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 179. Saudi Arabia AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 180. Saudi Arabia AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 181. UAE AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 182. UAE AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 183. UAE AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 184. UAE AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 185. UAE AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 186. UAE AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 187. South Africa AI Model Risk Management Market, By Value, In USD Billion, 2017-2031F
  • Figure 188. South Africa AI Model Risk Management Market Share (%), By Offering, 2017-2031F
  • Figure 189. South Africa AI Model Risk Management Market Share (%), By Deployment Mode, 2017-2031F
  • Figure 190. South Africa AI Model Risk Management Market Share (%), By Risk Type, 2017-2031F
  • Figure 191. South Africa AI Model Risk Management Market Share (%), By Application, 2017-2031F
  • Figure 192. South Africa AI Model Risk Management Market Share (%), By End-users, 2017-2031F
  • Figure 193. By Offering Map-Market Size (USD Billion) & Growth Rate (%), 2023
  • Figure 194. By Deployment Mode Map-Market Size (USD Billion) & Growth Rate (%), 2023
  • Figure 195. By Risk Type Map-Market Size (USD Billion) & Growth Rate (%), 2023
  • Figure 196. By Application Map-Market Size (USD Billion) & Growth Rate (%), 2023
  • Figure 197. By End-users Map-Market Size (USD Billion) & Growth Rate (%), 2023
  • Figure 198. By Region Map-Market Size (USD Billion) & Growth Rate (%), 2023