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市场调查报告书
商品编码
1619402

2024 年 AI 模型风险管理全球市场报告

AI Model Risk Management Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

AI模型风险管理市场规模预计未来几年将快速成长。 2028年，将以16.1%的复合年增长率成长至111.9亿美元。预测期内的成长是由于对人工智慧模型管理的监管监督和要求的加强、对人工智慧模型风险管理实践的董事会和高阶主管监督的加强、对人工智慧道德影响的认识的提高，其中包括与针对人工智慧的网路安全威胁相关的风险模型。预测期内的主要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与更广泛的企业风险管理框架的整合、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的持续改进和适应。

对网路安全威胁的认识不断提高预计将推动未来人工智慧模型风险管理的成长。网路安全威胁包括旨在危害电脑系统以窃取资料、损坏或破坏电脑系统的恶意活动，例如恶意软体、网路钓鱼和拒绝服务 (DoS) 攻击。随着我们对数位科技的依赖增加和攻击面扩大，此类威胁的普遍性正在增加。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。资料，2022 年 7 月，英国数位、文化、媒体和体育部报告称，39% 的英国企业在过去一年遭遇网路攻击，大中型企业平均损失 5,369.68 美元，损失惨重。 24,878.68 美元。因此，人们对网路安全威胁的认识不断提高，正在推动人工智慧模型风险管理市场的成长。

人工智慧模型风险管理市场的主要企业正在专注于开发先进的人工智慧解决方案，以获得竞争优势。先进的人工智慧模型利用机器学习、深度学习和自然语言处理等最尖端科技来分析资料、做出预测和自动化决策流程，以高精度执行复杂的任务。例如，2024年7月，美国安全平台开发商Zendata宣布推出先进的AI模型和资料使用扫描平台。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，并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 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球人工智慧模型风险管理市场：驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 全球人工智慧模型风险管理市场表现：规模与成长，2018-2023
  • 全球人工智慧模型风险管理市场预测：规模与成长，2023-2028、2033

第六章 市场细分

  • 全球人工智慧模型风险管理市场：按组成部分、绩效和预测，2018-2023、2023-2028、2033
  • 解决方案
  • 服务
  • 全球人工智慧模型风险管理市场：按部署模式分類的绩效与预测，2018-2023、2023-2028、2033
  • 云端基础
  • 本地
  • 全球人工智慧模型风险管理市场：依组织规模分類的绩效与预测，2018-2023、2023-2028、2033
  • 大公司
  • 小型企业
  • 全球人工智慧模型风险管理市场：按应用、绩效和预测划分，2018-2023、2023-2028、2033
  • 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、绩效和预测，2018-2023、2023-2028、2033
  • 金融服务
  • 医疗保健
  • 保险
  • 通讯

第 7 章 区域/国家分析

  • 全球人工智慧模型风险管理市场：按地区、绩效和预测，2018-2023、2023-2028、2033
  • 全球人工智慧模型风险管理市场：按国家、绩效和预测，2018-2023、2023-2028、2033

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14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

第三十章 竞争格局及公司概况

  • AI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.
    • Google LLC
    • Microsoft Corporation
    • Accenture plc
    • International Business Machines Corporation

第三十一章 其他重大及创新企业

  • 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

第32章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章 未来展望与潜力分析

第36章附录

简介目录
Product Code: r20433

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 $5.32 billion in 2023 to $6.17 billion in 2024 at a compound annual growth rate (CAGR) of 16.0%. The growth in the historic period can be attributed to several factors such as the widespread deployment of AI models in global markets, rising concerns about insurance coverage and liability related to AI model failures, increasing awareness among stakeholders regarding the potential risks associated with AI models, and the adoption of AI across industries, which requires strong risk management frameworks. Additionally, there is a drive towards enhancing 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 $11.19 billion in 2028 at a compound annual growth rate (CAGR) of 16.1%. 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 2024 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.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

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 impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • 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
  • 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

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global AI Model Risk Management Market Size and Growth

  • 5.1. Global AI Model Risk Management Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global AI Model Risk Management Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global AI Model Risk Management Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. AI Model Risk Management Market Segmentation

  • 6.1. Global AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Solution
  • Service
  • 6.2. Global AI Model Risk Management Market, Segmentation By Deployment Mode, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud-Based
  • On-Premise
  • 6.3. Global AI Model Risk Management Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Large Enterprises
  • Small And Medium-sized Enterprises (SMEs)
  • 6.4. Global AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Model Documentation
  • Model Governance
  • Model Monitoring
  • Model Validation
  • 6.5. Global AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Financial Services
  • Healthcare
  • Insurance
  • Telecommunications

7. AI Model Risk Management Market Regional And Country Analysis

  • 7.1. Global AI Model Risk Management Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global AI Model Risk Management Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific AI Model Risk Management Market

  • 8.1. Asia-Pacific AI Model Risk Management Market Overview
  • Region Information, Impact Of COVID-19, 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India AI Model Risk Management Market

  • 10.1. India AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia AI Model Risk Management Market

  • 12.1. Australia AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia AI Model Risk Management Market

  • 13.1. Indonesia AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK AI Model Risk Management Market

  • 16.1. UK AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany AI Model Risk Management Market

  • 17.1. Germany AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France AI Model Risk Management Market

  • 18.1. France AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy AI Model Risk Management Market

  • 19.1. Italy AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain AI Model Risk Management Market

  • 20.1. Spain AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia AI Model Risk Management Market

  • 22.1. Russia AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil AI Model Risk Management Market

  • 27.1. Brazil AI Model Risk Management Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa AI Model Risk Management Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa AI Model Risk Management Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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.
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Google LLC
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Microsoft Corporation
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Accenture plc
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. International Business Machines Corporation
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

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

  • 31.1. Deloitte Touche Tohmatsu Limited
  • 31.2. PricewaterhouseCoopers International Limited
  • 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
  • 31.13. The MathWorks Inc
  • 31.14. DataRobot Inc
  • 31.15. H2O.ai

32. Global AI Model Risk Management Market Competitive Benchmarking

33. Global AI Model Risk Management Market Competitive Dashboard

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

35. AI Model Risk Management Market Future Outlook and Potential Analysis

  • 35.1 AI Model Risk Management Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 AI Model Risk Management Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 AI Model Risk Management Market In 2028 - 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