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市场调查报告书
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1579319

人工智慧模型风险管理市场：按应用、产业、部署类型、组织规模划分 - 2025-2030 年全球预测

AI Model Risk Management Market by Application (Model Documentation, Model Governance, Model Monitoring), Industry Vertical (Financial Services, Healthcare, Insurance), Deployment Mode, Organization Size - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 193 Pages | 商品交期: 最快1-2个工作天内

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2023年AI模型风险管理市场规模为66.6亿美元，预计2024年将达到75.1亿美元，复合年增长率为13.28%，预计到2030年将达到159.5亿美元。

人工智慧模型风险管理是指为识别、评估和减轻与人工智慧模型相关的风险而实施的策略、工具和流程，特别是部署在敏感或高风险应用程式中的风险，这是一个需要涵盖的重要领域。各行业对人工智慧模型风险管理的需求不断增长，这些行业的错误可能会导致重大的财务、道德或安全后果，例如金融、医疗保健和自动驾驶汽车。该领域确保人工智慧模型遵守合规性和监管标准，并可靠且合乎道德地运作。范围包括风险评估框架、模型检验技术、偏差检测和营运监控，以防止模型失败和不道德行为。最终用途范围涵盖金融、医疗保健、零售和製造等行业，透过健全的风险管理实践可以充分发挥人工智慧的变革潜力。

主要市场统计
基准年[2023] 66.6亿美元
预测年份 [2024] 75.1亿美元
预测年份 [2030] 159.5亿美元
复合年增长率（%） 13.28%

人工智慧模型风险管理市场的关键成长要素包括人工智慧技术的进步、监管的收紧以及人工智慧实施过程中对透明度和课责的日益增长的需求。人工智慧在各个领域的日益普及带来了市场开拓机会，为开发强大的风险管理解决方案提供了肥沃的土壤。公司可以透过提供针对特定行业需求客製化的创新、可扩展和可自订的风险管理工具来利用这些工具。然而，挑战包括人工智慧系统的复杂性、不断变化的监管环境以及缺乏熟练的人工智慧风险管理专业人员。此外，理解人工智慧不透明的决策流程仍然是一个挑战。

需要创新和研究开拓来开发可解释的人工智慧解决方案，增强可解释性，并为模型风险评估创建标准化基准。此外，将人工智慧风险管理与网路安全框架结合可能是确保整体系统完整性的关键方向。由于技术进步和监管干预，市场的性质是动态的且快速发展的。快速适应变化、投资尖端研究并优先考虑道德考虑的组织可能会在这个快速发展的领域取得成功并处于领先地位。

市场动态：揭示快速发展的人工智慧模型风险管理市场的关键市场洞察

AI模型风险管理市场正因供需的动态交互作用而转变。透过了解这些不断变化的市场动态，公司可以准备好做出明智的投资决策、完善策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时消费行为及其对製造成本的影响以及对采购趋势的影响。

  • 市场驱动因素
    • 加强对人工智慧模型风险管理系统的监管审查和合规要求
    • 各行业越来越多采用人工智慧，需要强大的风险管理工具
    • 人工智慧驱动的金融服务的增加增加了严格风险管理的需求
    • 人工智慧应用在高风险领域的激增，需要先进的风险评估和缓解解决方案
  • 市场限制因素
    • 严格的监管要求导致的延迟和合规成本增加影响了人工智慧模型风险管理的采用
    • 缺乏熟练的专业人员为部署和维护人工智慧模型风险管理解决方案带来了挑战
  • 市场机会
    • 医疗保健产业利用人工智慧来管理患者风险并提高合规性
    • 零售业采用人工智慧进行诈欺侦测与供应链风险管理解决方案
    • 通讯业利用人工智慧增强网路安全和营运风险管理策略
  • 市场挑战
    • 为风险管理中使用的人工智慧模型引入强大的检验和测试框架
    • 解决人工智慧驱动的风险管理解决方案中的资料隐私和安全问题

波特五力：引领人工智慧模型风险管理市场的策略工具

波特的五力框架是理解市场竞争格局的重要工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解AI模型风险管理市场的外部影响

外部宏观环境因素在塑造人工智慧模型风险管理市场的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并帮助他们做出积极主动的决策。

市场占有率分析 了解AI模型风险管理市场的竞争格局

人工智慧模型风险管理市场的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV 定位矩阵人工智慧模型风险管理市场供应商绩效评估

FPNV 定位矩阵是评估 AI 模型风险管理市场供应商的关键工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商，从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和推荐人工智慧模型为风险管理市场的成功指明了道路

人工智慧模型风险管理市场的策略分析对于旨在加强其在全球市场的影响力的公司至关重要。透过考虑关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：详细检视当前市场环境、主要企业的广泛资料、评估其在市场中的影响力和整体影响力。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监管核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，以帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 增加对人工智慧模型风险管理系统的监管和合规要求
      • 各行业越来越多地采用人工智慧需要强大的风险管理工具
      • 由于利用人工智慧的金融服务的增加，对严格风险管理的需求也在增加。
      • 人工智慧应用在高风险领域的普及需要先进的风险评估和缓解解决方案
    • 抑制因素
      • 严格的监管要求导致延误、增加合规成本并影响人工智慧模型风险管理的采用。
      • 熟练专业人员的数量有限，为实施和维护人工智慧模型风险管理解决方案带来了挑战。
    • 机会
      • 医疗保健产业利用人工智慧改善病患风险管理和合规性
      • 零售业采用人工智慧进行诈骗侦测与供应链风险管理解决方案
      • 利用人工智慧加强通讯网路安全和营运风险管理策略
    • 任务
      • 为用于风险管理的人工智慧模型实施强大的检验和测试框架
      • 解决人工智慧驱动的风险管理解决方案中的资料隐私和安全问题
  • 市场区隔分析
    • 我们提供什么：全面的人工智慧模型风险管理解决方案，用于即时监控和强大的安全性与合规性
    • 应用：利用人工智慧进行诈骗侦测、资料管理和合规性以改善风险管理
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章人工智慧模型风险管理市场：依应用分类

  • 模型文檔
  • 模型管治
  • 模型监控
  • 模型检验

第七章人工智慧模型风险管理市场：依产业分类

  • 金融服务
  • 卫生保健
  • 保险
  • 通讯

第八章 AI模型风险管理市场：依部署模式

  • 云端基础
  • 本地

第九章人工智慧模型风险管理市场：依组织规模

  • 大公司
  • 小型企业

第十章 美洲AI模型风险管理市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十一章亚太人工智慧模型风险管理市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十二章 欧洲、中东和非洲人工智慧模型风险管理市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十三章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • BigID推出端到端人工智慧资料安全解决方案，推动道德合规的人工智慧创新
    • ValidMind美国810 万美元种子资金，以推动金融服务业的 aAI 模型风险管理
    • 安永扩大与 ServiceNow 的合作伙伴关係，以加强人工智慧管治和风险管理，并转变客户和员工体验。
  • 战略分析和建议

公司名单

  • Accenture
  • Alteryx
  • Amazon
  • DataRobot
  • Deloitte
  • Ernst & Young
  • Fair Isaac Corporation
  • Google
  • H2O.ai
  • IBM
  • KPMG
  • Microsoft
  • Moody's Analytics
  • Oracle
  • Palantir Technologies
  • PwC
  • RapidMiner
  • SAP
  • SAS
  • Teradata
Product Code: MRR-6D2B1EBFE213

The AI Model Risk Management Market was valued at USD 6.66 billion in 2023, expected to reach USD 7.51 billion in 2024, and is projected to grow at a CAGR of 13.28%, to USD 15.95 billion by 2030.

AI Model Risk Management is a critical domain that encompasses the strategies, tools, and processes implemented to identify, assess, and mitigate risks associated with artificial intelligence models, especially those deployed in sensitive or high-stakes applications. The necessity of AI Model Risk Management stems from the increasing reliance on AI systems across industries such as finance, healthcare, and autonomous vehicles, where errors could lead to significant financial, ethical, or safety consequences. This field ensures that AI models perform reliably and ethically, adhering to compliance and regulatory standards. The application scope includes risk assessment frameworks, model validation techniques, bias detection, and operational oversight to safeguard against model failures or unethical behavior. The end-use scope spans industries like finance, healthcare, retail, and manufacturing, where AI's transformative potential can be fully realized with sound risk management practices.

KEY MARKET STATISTICS
Base Year [2023] USD 6.66 billion
Estimated Year [2024] USD 7.51 billion
Forecast Year [2030] USD 15.95 billion
CAGR (%) 13.28%

Key growth factors in the AI Model Risk Management market include advancements in AI technology, increasing regulatory mandates, and the rising need for transparency and accountability in AI deployments. Opportunities in the market arise from the expanding adoption of AI in various sectors, providing a fertile ground for developing robust risk management solutions. Businesses can capitalize on these by offering innovative, scalable, and customizable risk management tools that cater to specific industry needs. However, challenges include the complexity of AI systems, evolving regulatory landscapes, and the scarcity of skilled professionals in AI risk management. Moreover, understanding AI's opaque decision-making processes remains a daunting task.

Innovation and research areas ripe for exploration include developing explainable AI solutions, enhancing interpretability, and creating standardized benchmarks for model risk assessment. Additionally, integrating AI risk management with cybersecurity frameworks can be a pivotal direction for ensuring holistic system integrity. The market's nature is dynamic and rapidly evolving, driven by technological progress and regulatory interventions. Organizations that adapt swiftly to changes, invest in cutting-edge research, and prioritize ethical considerations are likely to thrive and lead in this burgeoning field.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving AI Model Risk Management Market

The AI Model Risk Management Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Increasing regulatory scrutiny and compliance requirements for AI model risk management systems
    • Growing adoption of artificial intelligence across various industries necessitating robust risk management tools
    • Rising number of AI-driven financial services amplifying the need for stringent risk management practices
    • Proliferation of AI applications in high-stakes sectors demanding sophisticated risk assessment and mitigation solutions
  • Market Restraints
    • Stringent regulatory requirements causing delays and high compliance costs impacting AI model risk management adoption
    • Limited availability of skilled professionals leading to challenges in implementing and maintaining AI model risk management solutions
  • Market Opportunities
    • Healthcare industry leveraging AI for improved patient risk management and compliance
    • Retail sector employing AI for fraud detection and supply chain risk management solutions
    • Telecommunications using AI to enhance network security and operational risk management strategies
  • Market Challenges
    • Implementing robust validation and testing frameworks for ai models used in risk management
    • Addressing data privacy and security concerns in ai-driven risk management solutions

Porter's Five Forces: A Strategic Tool for Navigating the AI Model Risk Management Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the AI Model Risk Management Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the AI Model Risk Management Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the AI Model Risk Management Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the AI Model Risk Management Market

A detailed market share analysis in the AI Model Risk Management Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the AI Model Risk Management Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the AI Model Risk Management Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the AI Model Risk Management Market

A strategic analysis of the AI Model Risk Management Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the AI Model Risk Management Market, highlighting leading vendors and their innovative profiles. These include Accenture, Alteryx, Amazon, DataRobot, Deloitte, Ernst & Young, Fair Isaac Corporation, Google, H2O.ai, IBM, KPMG, Microsoft, Moody's Analytics, Oracle, Palantir Technologies, PwC, RapidMiner, SAP, SAS, and Teradata.

Market Segmentation & Coverage

This research report categorizes the AI Model Risk Management Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Application, market is studied across Model Documentation, Model Governance, Model Monitoring, and Model Validation.
  • Based on Industry Vertical, market is studied across Financial Services, Healthcare, Insurance, and Telecommunications.
  • Based on Deployment Mode, market is studied across Cloud-Based and On-Premise.
  • Based on Organization Size, market is studied across Large Enterprises and Small and Medium-sized Enterprises (SMEs).
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing regulatory scrutiny and compliance requirements for AI model risk management systems
      • 5.1.1.2. Growing adoption of artificial intelligence across various industries necessitating robust risk management tools
      • 5.1.1.3. Rising number of AI-driven financial services amplifying the need for stringent risk management practices
      • 5.1.1.4. Proliferation of AI applications in high-stakes sectors demanding sophisticated risk assessment and mitigation solutions
    • 5.1.2. Restraints
      • 5.1.2.1. Stringent regulatory requirements causing delays and high compliance costs impacting AI model risk management adoption
      • 5.1.2.2. Limited availability of skilled professionals leading to challenges in implementing and maintaining AI model risk management solutions
    • 5.1.3. Opportunities
      • 5.1.3.1. Healthcare industry leveraging AI for improved patient risk management and compliance
      • 5.1.3.2. Retail sector employing AI for fraud detection and supply chain risk management solutions
      • 5.1.3.3. Telecommunications using AI to enhance network security and operational risk management strategies
    • 5.1.4. Challenges
      • 5.1.4.1. Implementing robust validation and testing frameworks for ai models used in risk management
      • 5.1.4.2. Addressing data privacy and security concerns in ai-driven risk management solutions
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Offering: Comprehensive AI model risk management solutions for real-time monitoring and robust security & compliance
    • 5.2.2. Applications: Leveraging AI in fraud detection, data management, and compliance to enhancing risk management
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. AI Model Risk Management Market, by Application

  • 6.1. Introduction
  • 6.2. Model Documentation
  • 6.3. Model Governance
  • 6.4. Model Monitoring
  • 6.5. Model Validation

7. AI Model Risk Management Market, by Industry Vertical

  • 7.1. Introduction
  • 7.2. Financial Services
  • 7.3. Healthcare
  • 7.4. Insurance
  • 7.5. Telecommunications

8. AI Model Risk Management Market, by Deployment Mode

  • 8.1. Introduction
  • 8.2. Cloud-Based
  • 8.3. On-Premise

9. AI Model Risk Management Market, by Organization Size

  • 9.1. Introduction
  • 9.2. Large Enterprises
  • 9.3. Small and Medium-sized Enterprises (SMEs)

10. Americas AI Model Risk Management Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific AI Model Risk Management Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa AI Model Risk Management Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. Market Share Analysis, 2023
  • 13.2. FPNV Positioning Matrix, 2023
  • 13.3. Competitive Scenario Analysis
    • 13.3.1. BigID unveils end-to-end AI data security solution, driving ethical and compliant AI innovation
    • 13.3.2. ValidMind secures us 8.1 million seed funding to advance aAI model risk management for the financial services industry
    • 13.3.3. EY expands alliance with ServiceNow to enhance AI governance and risk management, transforming client and employee experiences
  • 13.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Accenture
  • 2. Alteryx
  • 3. Amazon
  • 4. DataRobot
  • 5. Deloitte
  • 6. Ernst & Young
  • 7. Fair Isaac Corporation
  • 8. Google
  • 9. H2O.ai
  • 10. IBM
  • 11. KPMG
  • 12. Microsoft
  • 13. Moody's Analytics
  • 14. Oracle
  • 15. Palantir Technologies
  • 16. PwC
  • 17. RapidMiner
  • 18. SAP
  • 19. SAS
  • 20. Teradata

LIST OF FIGURES

  • FIGURE 1. AI MODEL RISK MANAGEMENT MARKET RESEARCH PROCESS
  • FIGURE 2. AI MODEL RISK MANAGEMENT MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. AMERICAS AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 15. AMERICAS AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. UNITED STATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 17. UNITED STATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. ASIA-PACIFIC AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. AI MODEL RISK MANAGEMENT MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 23. AI MODEL RISK MANAGEMENT MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. AI MODEL RISK MANAGEMENT MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. AI MODEL RISK MANAGEMENT MARKET DYNAMICS
  • TABLE 7. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY MODEL DOCUMENTATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY MODEL GOVERNANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY MODEL MONITORING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY MODEL VALIDATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY FINANCIAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY INSURANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL AI MODEL RISK MANAGEMENT MARKET SIZE, BY SMALL AND MEDIUM-SIZED ENTERPRISES (SMES), BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. AMERICAS AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 24. AMERICAS AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 25. AMERICAS AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 26. AMERICAS AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 27. AMERICAS AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 28. ARGENTINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 29. ARGENTINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 30. ARGENTINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 31. ARGENTINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 32. BRAZIL AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 33. BRAZIL AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 34. BRAZIL AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 35. BRAZIL AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 36. CANADA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 37. CANADA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 38. CANADA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 39. CANADA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 40. MEXICO AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 41. MEXICO AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 42. MEXICO AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 43. MEXICO AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 44. UNITED STATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 45. UNITED STATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 46. UNITED STATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 47. UNITED STATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 48. UNITED STATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 49. ASIA-PACIFIC AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 50. ASIA-PACIFIC AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 51. ASIA-PACIFIC AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 52. ASIA-PACIFIC AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 53. ASIA-PACIFIC AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 54. AUSTRALIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 55. AUSTRALIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 56. AUSTRALIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 57. AUSTRALIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 58. CHINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 59. CHINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 60. CHINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 61. CHINA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 62. INDIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 63. INDIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 64. INDIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 65. INDIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 66. INDONESIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 67. INDONESIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 68. INDONESIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 69. INDONESIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 70. JAPAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 71. JAPAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 72. JAPAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 73. JAPAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 74. MALAYSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 75. MALAYSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 76. MALAYSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 77. MALAYSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 78. PHILIPPINES AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 79. PHILIPPINES AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 80. PHILIPPINES AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 81. PHILIPPINES AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 82. SINGAPORE AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 83. SINGAPORE AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 84. SINGAPORE AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 85. SINGAPORE AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 86. SOUTH KOREA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 87. SOUTH KOREA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 88. SOUTH KOREA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 89. SOUTH KOREA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 90. TAIWAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 91. TAIWAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 92. TAIWAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 93. TAIWAN AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 94. THAILAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 95. THAILAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 96. THAILAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 97. THAILAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 98. VIETNAM AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 99. VIETNAM AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 100. VIETNAM AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 101. VIETNAM AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 102. EUROPE, MIDDLE EAST & AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 103. EUROPE, MIDDLE EAST & AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 104. EUROPE, MIDDLE EAST & AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 105. EUROPE, MIDDLE EAST & AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 106. EUROPE, MIDDLE EAST & AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 107. DENMARK AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 108. DENMARK AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 109. DENMARK AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 110. DENMARK AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 111. EGYPT AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 112. EGYPT AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 113. EGYPT AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 114. EGYPT AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 115. FINLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 116. FINLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 117. FINLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 118. FINLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 119. FRANCE AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 120. FRANCE AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 121. FRANCE AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 122. FRANCE AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 123. GERMANY AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 124. GERMANY AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 125. GERMANY AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 126. GERMANY AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 127. ISRAEL AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 128. ISRAEL AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 129. ISRAEL AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 130. ISRAEL AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 131. ITALY AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 132. ITALY AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 133. ITALY AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 134. ITALY AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 135. NETHERLANDS AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 136. NETHERLANDS AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 137. NETHERLANDS AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 138. NETHERLANDS AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 139. NIGERIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 140. NIGERIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 141. NIGERIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 142. NIGERIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 143. NORWAY AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 144. NORWAY AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 145. NORWAY AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 146. NORWAY AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 147. POLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 148. POLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 149. POLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 150. POLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 151. QATAR AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 152. QATAR AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 153. QATAR AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 154. QATAR AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 155. RUSSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 156. RUSSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 157. RUSSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 158. RUSSIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 159. SAUDI ARABIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 160. SAUDI ARABIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 161. SAUDI ARABIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 162. SAUDI ARABIA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 163. SOUTH AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 164. SOUTH AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 165. SOUTH AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 166. SOUTH AFRICA AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 167. SPAIN AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 168. SPAIN AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 169. SPAIN AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 170. SPAIN AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 171. SWEDEN AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 172. SWEDEN AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 173. SWEDEN AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 174. SWEDEN AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 175. SWITZERLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 176. SWITZERLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 177. SWITZERLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 178. SWITZERLAND AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 179. TURKEY AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 180. TURKEY AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 181. TURKEY AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 182. TURKEY AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 183. UNITED ARAB EMIRATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 184. UNITED ARAB EMIRATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 185. UNITED ARAB EMIRATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 186. UNITED ARAB EMIRATES AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 187. UNITED KINGDOM AI MODEL RISK MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 188. UNITED KINGDOM AI MODEL RISK MANAGEMENT MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 189. UNITED KINGDOM AI MODEL RISK MANAGEMENT MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 190. UNITED KINGDOM AI MODEL RISK MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 191. AI MODEL RISK MANAGEMENT MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 192. AI MODEL RISK MANAGEMENT MARKET, FPNV POSITIONING MATRIX, 2023