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市场调查报告书
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1833970

2034 年全球人工智慧模型风险管理市场机会与策略

AI Model Risk Management Global Market Opportunities And Strategies To 2034
出版日期: | 出版商: The Business Research Company | 英文 326 Pages | 商品交期: 2-3个工作天内

价格
简介目录

2019 年全球人工智慧模型风险管理市场价值为 33.2749 亿美元，到年复合成长率的复合年增长率将超过 13.00%。

AI（人工智慧）模型风险管理涵盖组织机构用于识别、评估、缓解和监控与人工智慧和机器学习模型部署相关的风险的政策、实践、工具和专业知识。这些解决方案的主要使用者包括资料科学家、风险长、合规团队和IT相关人员必须确保自动化决策系统可靠、公平、安全地运作。

AI 模型风险管理市场包括营业单位（组织、独资企业和伙伴关係）销售在模型开发、部署和生产过程中使用的 AI 模型风险管理产品和服务，并与模型开发平台、资料管治系统、可解释性工具和网路安全解决方案等互补技术进行互动。

对云端采用的需求不断增加

在这段历史时期，对云端应用不断增长的需求推动了人工智慧模型风险管理的成长。随着企业采用多重云端和混合环境来支援他们的人工智慧倡议，资料在公共、私有和本地系统中变得碎片化，使人工智慧模型的管治和监控变得更加复杂。这种复杂性需要一个可扩展且适应性强的风险管理框架。资料架构架构透过提供统一的资料层来支援人工智慧模型风险管理，该资料层确保无缝的资料整合、移动和访问，这对于追踪资料沿袭、监控模型输入和确保法规遵循至关重要。透过实现对分散式资料来源的即时存取以及对人工智慧模型的持续监控和检验，它们在不破坏现有基础设施的情况下提高了透明度、营运敏捷性和模型课责。例如，根据位于卢森堡的欧盟统计局 Eurostat 的数据，2023 年 12 月，45.2% 的欧盟 (EU) 公司购买了云端处理服务，比 2021 年增长了 4.2 个百分点。因此，对云端应用不断增长的需求推动了人工智慧模型风险管理市场的成长。

为人工智慧代理开发数位身份

为了提升市场影响力，AI 模型风险管理市场的主要企业正专注于开发数位身分证等创新产品。数位身分证是指使用者、设备和系统等实体的数位表示，用于验证和授权对 AI 模型、资料和基础设施的存取。管理数位身分对于防止未授权存取、资料滥用和模型操纵至关重要。例如，2025 年 5 月，美国科技公司微软公司宣布推出 Entra Agent ID，它为 AI 代理提供唯一的数位身份，实现基于角色的存取控制、凭证撤销和完整的操作日誌记录。透过为 AI 代理分配唯一的数位身份，组织可以追踪、监控和验证 AI 系统采取的所有操作。这类似于管理人类用户身份，并为课责和合规性提供了基础。撤销或更新代理凭证的能力有助于组织快速应对新出现的风险，例如安全漏洞和不道德的代理行为。

全球基于人工智慧模型的风险管理市场高度集中，2023年前10名竞争对手占了整个市场的41.97%。

商业研究的《全球人工智慧模型风险管理市场：2034 年的机会和策略》为负责人、负责人和高阶主管提供了评估全球人工智慧模型风险管理市场摆脱 COVID-19 停摆影响所需的关键资讯。

目录

第一章执行摘要

  • 利用人工智慧模型进行风险管理—市场吸引力和宏观经济状况

第 2 章目录

第 3 章表格一览

第四章图表一览

第五章 报告结构

第六章 市场特征

  • 一般市场定义
  • 概述
  • 人工智慧模型风险管理市场定义与细分
  • 市场区隔：按组件
    • 解决方案
    • 服务
  • 按部署模式细分市场
    • 云端基础
    • 本地部署
  • 按组织规模分類的市场细分
    • 大公司
    • 小型企业
  • 市场区隔：按应用
    • 模型文檔
    • 模型管治
    • 模型监控
    • 模型检验
  • 按行业细分市场
    • 银行、金融服务和保险
    • 卫生保健
    • 资讯科技/通讯
    • 零售电商
    • 其他行业

第七章：主要市场趋势

  • 为人工智慧代理开发数位身份
  • 人工智慧技术的进步 人工智慧模型中的风险管理
  • 市场参与者之间的策略伙伴关係与合作

第八章：人工智慧模型的风险管理成长分析与策略分析框架

  • 全球AI模型风险管理PESTEL分析（政治、社会、技术、环境与法律因素）
    • 政治的
    • 经济
    • 社会
    • 技术的
    • 环境
    • 合法地
  • 最终用户（B2B）分析
    • 银行、金融服务和保险
    • 卫生保健
    • 资讯科技（IT）和通讯
    • 零售电商
    • 其他最终用户
  • 全球人工智慧模型风险管理市场：成长率分析
  • 2019-2024年全球市场成长表现
    • 2019-2024年市场驱动因素
    • 2019-2024年市场限制
  • 2024-2029年及2034年全球市场成长预测
  • 影响成长预测的因素
    • 量化成长的贡献者
    • 驱动程式
    • 抑制因素
  • 人工智慧模型风险管理：总可寻址市场（TAM）

9. 人工智慧模型风险管理市场：细分

  • 全球人工智慧模型风险管理市场：按组成部分、实际和预测，2019-2024 年、2029 年、2034 年
  • 全球人工智慧模型风险管理市场：按部署模式、实际情况和预测，2019-2024 年、2029 年、2034 年
  • 全球人工智慧模型风险管理市场：按组织规模、实际情况和预测，2019-2024 年、2029 年、2034 年
  • 全球人工智慧模型风险管理市场：按应用、表现和预测，2019-2024 年、2029 年、2034 年
  • 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、2029 年及 2034 年
  • 全球人工智慧模型风险管理市场：按解决方案类型、效能和预测细分，2019-2024 年、2029 年、2034 年
  • 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、2029 年、2034 年

第 10 章：人工智慧模型风险管理市场：区域与国家分析

  • 人工智慧模型风险管理市场：2019-2024 年、2029 年及 2034 年区域表现及预测
  • 人工智慧模型风险管理市场：国家、表现与预测（2019-2024 年、2029 年及 2034 年）

第十一章 亚太市场

第十二章 西欧市场

第十三章 东欧市场

第十四章 北美市场

第十五章：南美市场

第十六章 中东市场

第 17 章：非洲市场

第十八章：竞争格局与公司概况

  • 公司简介
  • IBM Corporation
  • Microsoft Corporation
  • Google LLC
  • SAS Institute
  • FICO Corp

第十九章：其他领先和创新企业

  • Databricks Inc.
  • MathWorks Inc.
  • Accenture plc
  • Amazon.com Inc.
  • Deloitte Touche Tohmatsu Limited
  • PricewaterhouseCoopers（PwC）
  • Ernst & Young Global Limited（EY）
  • KPMG International Limited
  • Moody's Corporation
  • SAP SE
  • Mitratech Holdings Inc.
  • S&P Global Inc.
  • DataRobot Inc.
  • McKinsey & Company
  • Boston Consulting Group（BCG）

第 20 章：竞争基准化分析

第 21 章 竞争仪錶板

第22章 重大併购

  • CUBE Acquired Acin
  • Palo Alto Networks Acquired Protect AI Inc

第 23 章：人工智慧模型风险管理的最新趋势

  • 新的AI框架支援持续的诈欺侦测监控
  • 用于代理管治和安全的创新软体

第24章：机会与策略

  • 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
    • 竞争对手策略

第 25 章人工智慧模型风险管理市场：结论与建议

  • 结论
  • 建议
    • 产品
    • 地方
    • 价格
    • 晋升
    • 人们

第26章 附录

简介目录
Product Code: o&s1764

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.

Table of Contents

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