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市场调查报告书
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1710005

2025年人工智慧模型风险管理全球市场报告

AI Model Risk Management Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 200 Pages | 商品交期: 2-10个工作天内

价格
简介目录

预计未来几年人工智慧模型风险管理的市场规模将快速成长。到2029年，这一数字将成长至129.6亿美元，年复合成长率（CAGR）为16.0%。预测期内的成长可归因于对人工智慧模型管理的监管审查和要求的加强、董事会和经营团队对人工智慧模型风险管理实践的审查加强、对人工智慧伦理影响的认识不断提高，以及针对人工智慧模型的网路安全威胁相关的风险。预测期内的关键趋势包括人工智慧技术的快速进步、人工智慧模型风险管理融入更广泛的企业风险管理框架、量化和评估与人工智慧模型相关的风险的方法的开发，以及人工智慧模型风险管理策略的持续改进和调整。

预计未来几年，人们对网路安全威胁的认识将不断提高，推动人工智慧模型风险管理的发展。网路安全威胁包括恶意软体、网路钓鱼、拒绝服务 (DoS) 攻击和其他旨在破坏电脑系统以窃取资料、造成损害或中断的恶意活动。随着我们对数位科技的依赖日益加深以及攻击面不断扩大，此类威胁的普遍性也不断增加。人工智慧模型风险管理透过识别漏洞、预测潜在攻击和加强防御来帮助应对这些威胁。例如，2022年7月，英国数位、文化、媒体和体育部报告称，过去一年中，39%的英国企业遭受网路攻击，中型和大型企业平均面临的估计费用为5,369.68美元，如果考虑到金钱和资料等重大损失，则高达24,878.68美元。因此，对网路安全威胁的认识不断增强，正在推动人工智慧模型风险管理市场的成长。

AI模型风险管理市场的主要企业正专注于开发先进的AI解决方案以获得竞争优势。先进的人工智慧模型是复杂的系统，旨在透过利用机器学习、深度学习和自然语言处理等最尖端科技来分析资料、进行预测和自动化决策流程，以高精度和高效率执行复杂任务。例如，2024年7月，美国安全平台开发商Zendata宣布推出先进的AI模型和资料驱动的扫描平台。该解决方案加强了企业人工智慧生态系统的管治、偏见检测和合规性，满足了对透明和负责任的人工智慧采用日益增长的需求。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场 - 宏观经济情景，包括利率、感染疾病、地缘政治、新冠疫情、经济復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球人工智慧模型风险管理PESTEL分析（政治、社会、技术、环境、法律因素、驱动因素与限制因素）
  • 最终用途产业分析
  • 全球人工智慧模型风险管理市场：成长率分析
  • 全球人工智慧模型风险管理市场表现：规模与成长，2019-2024
  • 全球人工智慧模型风险管理市场预测：规模与成长，2024-2029 年，2034 年
  • 全球人工智慧模型风险管理总目标市场（TAM）

第六章市场区隔

  • 全球人工智慧模型风险管理市场：按组成部分、绩效和预测，2019-2024 年、2024-2029 年、2034 年
  • 解决方案
  • 服务
  • 全球人工智慧模型风险管理市场（按部署模式、绩效和预测），2019-2024 年、2024-2029 年、2034 年
  • 云端基础
  • 本地
  • 全球人工智慧模型风险管理市场：按组织规模、绩效和预测，2019-2024 年、2024-2029 年、2034 年
  • 大型企业
  • 中小型企业
  • 全球人工智慧模型风险管理市场：按应用、绩效及预测，2019-2024 年、2024-2029 年、2034 年
  • 模型文檔
  • 模型管治
  • 模型监控
  • 模型检验
  • 全球人工智慧模型风险管理市场：按产业、绩效及预测，2019-2024 年、2024-2029 年、2034 年
  • 金融服务
  • 卫生保健
  • 保险
  • 通讯
  • 全球人工智慧模型风险管理市场细分（按解决方案、类型、效能和预测），2019-2024 年、2024-2029 年、2034 年
  • AI模型检验工具
  • 监控 AI 模型并追踪效能
  • 风险评估与分析软体
  • 概览和透明度工具
  • 模型管治与合规解决方案
  • 全球人工智慧模型风险管理市场，按服务类型、绩效和预测细分，2019-2024 年、2024-2029 年、2034 年
  • AI模型风险咨询服务
  • 模型风险评估与估值服务
  • AI模型审核与合规服务
  • AI模型训练与优化服务
  • 持续的监测和支援服务

第七章 区域和国家分析

  • 全球人工智慧模型风险管理市场：按地区、绩效及预测，2019-2024 年、2024-2029 年、2034 年
  • 全球人工智慧模型风险管理市场：按国家/地区、绩效及预测，2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章：义大利市场

第20章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第30章竞争格局与公司概况

  • 人工智慧模型风险管理市场：竞争格局
  • 人工智慧模型风险管理市场：公司简介
    • Amazon.com Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Accenture plc Overview, Products and Services, Strategy and Financial Analysis
    • International Business Machines Corporation（IBM）Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型创新企业

  • Deloitte Touche Tohmatsu Limited
  • PricewaterhouseCoopers International Limited（PwC）
  • Ernst & Young
  • Oracle Corporation
  • KPMG International Limited
  • SAP SE
  • Moody's Analytics
  • SAS Institute Inc.
  • DataBricks Inc.
  • Teradata Corporation
  • Palantir Technologies Inc.
  • Fair Isaac Corporation（FICO）
  • The MathWorks Inc.
  • DataRobot Inc.
  • H2O.ai

第 32 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第 35 章 高市场潜力国家、细分市场与策略

  • 2029 年人工智慧模型风险管理市场：提供新机会的国家
  • 2029 年人工智慧模型风险管理市场：细分领域带来新机会
  • 2029年人工智慧模型风险管理市场：成长策略
    • 基于市场趋势的策略
    • 竞争对手的策略

第36章 附录

简介目录
Product Code: r31583

AI model risk management involves identifying, assessing, and mitigating risks related to the development, deployment, and operation of artificial intelligence models. This practice ensures that AI systems operate reliably and ethically while adhering to regulatory standards. It helps prevent biases, inaccuracies, and potential negative outcomes that could affect decision-making and stakeholder trust.

The primary components of AI model risk management include solutions and services. Solutions refer to specific software, hardware, or a combination of both, designed to address particular issues or meet defined needs. These solutions can be deployed in cloud-based or on-premise environments. The organization size using these solutions can range from large enterprises to small and medium-sized enterprises (SMEs). Applications of AI model risk management include model documentation, model governance, model monitoring, and model validation. Industry verticals utilizing these practices include financial services, healthcare, insurance, and telecommunications.

The AI model risk management market research report is one of a series of new reports from The Business Research Company that provides AI model risk management market statistics, including AI model risk management industry global market size, regional shares, competitors with an AI model risk management market share, detailed AI model risk management market segments, market trends, and opportunities, and any further data you may need to thrive in the AI model risk management industry. This AI model risk management market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The AI model risk management market size has grown rapidly in recent years. It will grow from $6.17 $ billion in 2024 to $7.17 $ billion in 2025 at a compound annual growth rate (CAGR) of 16.2%. The growth in the historic period can be attributed to the deployment of AI models across global markets, growing concerns around insurance coverage and liability associated with AI model failures, increasing awareness among stakeholders about the potential risks associated with AI models, and adoption of AI across industries necessitates robust risk management frameworks and driving towards improving operational efficiency through effective management of AI model risks and governance.

The AI model risk management market size is expected to see rapid growth in the next few years. It will grow to $12.96 $ billion in 2029 at a compound annual growth rate (CAGR) of 16.0%. The growth in the forecast period can be attributed to increasing regulatory scrutiny and requirements for managing AI models, increasing board and executive oversight of AI model risk management practices, a heightened awareness of ethical implications of AI, and risks associated with cybersecurity threats targeting AI models. Major trends in the forecast period include rapid advancements in AI technologies, integration of AI model risk management with broader enterprise risk management frameworks, development of methodologies to quantify and assess risks associated with AI models, and continuous improvement and adaptation of AI model risk management strategies.

The increasing awareness of cybersecurity threats is expected to drive the growth of AI model risk management in the future. Cybersecurity threats involve malicious activities aimed at compromising computer systems to steal, damage, or disrupt data, including malware, phishing, and denial-of-service (DoS) attacks. As reliance on digital technologies grows and the attack surface expands, the prevalence of such threats increases. AI model risk management helps address these threats by identifying vulnerabilities, predicting potential attacks, and enhancing protective measures. For example, in July 2022, the UK Department for Digital, Culture, Media, and Sport reported that 39% of UK businesses experienced a cyber attack in the past year, with medium and large businesses facing an average estimated cost of $5,369.68, and $24,878.68 when considering material losses such as money or data. Thus, the rising awareness of cybersecurity threats is driving the growth of the AI model risk management market.

Leading companies in the AI model risk management market are focusing on developing advanced AI solutions to gain a competitive edge. Advanced AI models are sophisticated systems designed to perform complex tasks with high accuracy and efficiency, utilizing state-of-the-art techniques in machine learning, deep learning, and natural language processing to analyze data, make predictions, and automate decision-making processes. For instance, in July 2024, Zendata, a US-based security platform developer, introduced an advanced AI model and data usage scanning platform. This solution enhances governance, bias detection, and compliance across enterprise AI ecosystems, meeting the increasing demand for transparent and responsible AI deployment.

In July 2023, KPMG International Limited, a Netherlands-based professional services network, formed a partnership with Microsoft Corporation to advance AI in professional services. This multi-year cloud and AI alliance aims to enhance the employee experience and drive innovation across Audit, Tax, and Advisory services. Microsoft Corporation, a US-based technology company, provides software products and engages in AI model risk management.

Major companies operating in the AI model risk management market are Amazon.com Inc., Google LLC, Microsoft Corporation, Accenture plc, International Business Machines Corporation, Deloitte Touche Tohmatsu Limited, PricewaterhouseCoopers International Limited, Ernst & Young, Oracle Corporation, KPMG International Limited, SAP SE, Moody's Analytics, Sas Institute Inc, DataBricks Inc, Teradata Corporation, Palantir Technologies Inc., Fair Isaac Corporation, The MathWorks Inc, DataRobot Inc, H2O.ai, LogicGate, LogicManager

North America was the largest region in the AI model risk management market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the AI model risk management market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the AI model risk management market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The AI model risk management market includes revenues earned by entities by providing services such as ethical audits, training and education, bias mitigation, and performance monitoring. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

AI Model Risk Management Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on ai model risk management market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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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 historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Solution; Service
  • 2) By Deployment Mode: Cloud-Based; On-Premise
  • 3) By Organization Size: Large Enterprises; Small And Medium-sized Enterprises (SMEs)
  • 4) By Application: Model Documentation; Model Governance; Model Monitoring; Model Validation
  • 5) By Industry Vertical: Financial Services; Healthcare; Insurance; Telecommunications
  • Subsegments:
  • 1) By Solution: AI Model Validation Tools; AI Model Monitoring and Performance Tracking; Risk Assessment and Analytics Software; Explainability and Transparency Tools; Model Governance and Compliance Solutions
  • 2) By Service: AI Model Risk Consulting Services; Model Risk Assessment and Evaluation Services; AI Model Auditing and Compliance Services; AI Model Training and Optimization Services; Ongoing Monitoring and Support Services
  • Companies Mentioned: Amazon.com Inc.; Google LLC; Microsoft Corporation; Accenture plc; International Business Machines Corporation
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • 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,
  • 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.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. AI Model Risk Management Market Characteristics

3. AI Model Risk Management Market Trends And Strategies

4. AI Model Risk Management Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global AI Model Risk Management Growth Analysis And Strategic Analysis Framework

  • 5.1. Global AI Model Risk Management PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global AI Model Risk Management Market Growth Rate Analysis
  • 5.4. Global AI Model Risk Management Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global AI Model Risk Management Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global AI Model Risk Management Total Addressable Market (TAM)

6. AI Model Risk Management Market Segmentation

  • 6.1. Global AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Solution
  • Service
  • 6.2. Global AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Cloud-Based
  • On-Premise
  • 6.3. Global AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Large Enterprises
  • Small And Medium-sized Enterprises (SMEs)
  • 6.4. Global AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Model Documentation
  • Model Governance
  • Model Monitoring
  • Model Validation
  • 6.5. Global AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Financial Services
  • Healthcare
  • Insurance
  • Telecommunications
  • 6.6. Global AI Model Risk Management Market, Sub-Segmentation Of Solution, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • AI Model Validation Tools
  • AI Model Monitoring and Performance Tracking
  • Risk Assessment and Analytics Software
  • Explainability and Transparency Tools
  • Model Governance and Compliance Solutions
  • 6.7. Global AI Model Risk Management Market, Sub-Segmentation Of Service, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • AI Model Risk Consulting Services
  • Model Risk Assessment and Evaluation Services
  • AI Model Auditing and Compliance Services
  • AI Model Training and Optimization Services
  • Ongoing Monitoring and Support Services

7. AI Model Risk Management Market Regional And Country Analysis

  • 7.1. Global AI Model Risk Management Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global AI Model Risk Management Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific AI Model Risk Management Market

  • 8.1. Asia-Pacific AI Model Risk Management Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China AI Model Risk Management Market

  • 9.1. China AI Model Risk Management Market Overview
  • 9.2. China AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India AI Model Risk Management Market

  • 10.1. India AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan AI Model Risk Management Market

  • 11.1. Japan AI Model Risk Management Market Overview
  • 11.2. Japan AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia AI Model Risk Management Market

  • 12.1. Australia AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia AI Model Risk Management Market

  • 13.1. Indonesia AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea AI Model Risk Management Market

  • 14.1. South Korea AI Model Risk Management Market Overview
  • 14.2. South Korea AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe AI Model Risk Management Market

  • 15.1. Western Europe AI Model Risk Management Market Overview
  • 15.2. Western Europe AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK AI Model Risk Management Market

  • 16.1. UK AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany AI Model Risk Management Market

  • 17.1. Germany AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France AI Model Risk Management Market

  • 18.1. France AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy AI Model Risk Management Market

  • 19.1. Italy AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain AI Model Risk Management Market

  • 20.1. Spain AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe AI Model Risk Management Market

  • 21.1. Eastern Europe AI Model Risk Management Market Overview
  • 21.2. Eastern Europe AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia AI Model Risk Management Market

  • 22.1. Russia AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America AI Model Risk Management Market

  • 23.1. North America AI Model Risk Management Market Overview
  • 23.2. North America AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA AI Model Risk Management Market

  • 24.1. USA AI Model Risk Management Market Overview
  • 24.2. USA AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada AI Model Risk Management Market

  • 25.1. Canada AI Model Risk Management Market Overview
  • 25.2. Canada AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America AI Model Risk Management Market

  • 26.1. South America AI Model Risk Management Market Overview
  • 26.2. South America AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil AI Model Risk Management Market

  • 27.1. Brazil AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East AI Model Risk Management Market

  • 28.1. Middle East AI Model Risk Management Market Overview
  • 28.2. Middle East AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa AI Model Risk Management Market

  • 29.1. Africa AI Model Risk Management Market Overview
  • 29.2. Africa AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. AI Model Risk Management Market Competitive Landscape And Company Profiles

  • 30.1. AI Model Risk Management Market Competitive Landscape
  • 30.2. AI Model Risk Management Market Company Profiles
    • 30.2.1. Amazon.com Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Accenture plc Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis

31. AI Model Risk Management Market Other Major And Innovative Companies

  • 31.1. Deloitte Touche Tohmatsu Limited
  • 31.2. PricewaterhouseCoopers International Limited (PwC)
  • 31.3. Ernst & Young
  • 31.4. Oracle Corporation
  • 31.5. KPMG International Limited
  • 31.6. SAP SE
  • 31.7. Moody's Analytics
  • 31.8. SAS Institute Inc.
  • 31.9. DataBricks Inc.
  • 31.10. Teradata Corporation
  • 31.11. Palantir Technologies Inc.
  • 31.12. Fair Isaac Corporation (FICO)
  • 31.13. The MathWorks Inc.
  • 31.14. DataRobot Inc.
  • 31.15. H2O.ai

32. Global AI Model Risk Management Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The AI Model Risk Management Market

34. Recent Developments In The AI Model Risk Management Market

35. AI Model Risk Management Market High Potential Countries, Segments and Strategies

  • 35.1 AI Model Risk Management Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 AI Model Risk Management Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 AI Model Risk Management Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer