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市場調查報告書
商品編碼
1619402

2024 年 AI 模型風險管理全球市場報告

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個工作天內

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簡介目錄

AI模型風險管理市場規模預計未來幾年將快速成長。 2028年，將以16.1%的複合年成長率成長至111.9億美元。預測期內的成長是由於對人工智慧模型管理的監管監督和要求的加強、對人工智慧模型風險管理實踐的董事會和高階主管監督的加強、對人工智慧道德影響的認知的提高，其中包括與針對人工智慧的網路安全威脅相關的風險模型。預測期內的主要趨勢包括人工智慧技術的快速進步、人工智慧模型風險管理與更廣泛的企業風險管理框架的整合、量化和評估與人工智慧模型相關的風險的方法的開發以及人工智慧模型風險的持續改進和適應。

對網路安全威脅的認知不斷提高預計將推動未來人工智慧模型風險管理的成長。網路安全威脅包括旨在危害電腦系統以竊取資料、損壞或破壞電腦系統的惡意活動，例如惡意軟體、網路釣魚和拒絕服務 (DoS) 攻擊。隨著我們對數位科技的依賴增加和攻擊面擴大，此類威脅的普遍性正在增加。人工智慧模型風險管理透過識別漏洞、預測潛在攻擊和加強防禦來幫助應對這些威脅。資料，2022 年 7 月，英國數位、文化、媒體和體育部報告稱，39% 的英國企業在過去一年遭遇網路攻擊，大中型企業平均損失 5,369.68 美元，損失慘重。 24,878.68 美元。因此，人們對網路安全威脅的認知不斷提高，正在推動人工智慧模型風險管理市場的成長。

人工智慧模型風險管理市場的主要企業正在專注於開發先進的人工智慧解決方案，以獲得競爭優勢。先進的人工智慧模型利用機器學習、深度學習和自然語言處理等最尖端科技來分析資料、做出預測和自動化決策流程，以高精度執行複雜的任務。例如，2024年7月，美國安全平台開發商Zendata宣布推出先進的AI模型和資料使用掃描平台。該解決方案加強了企業人工智慧生態系統的管治、偏見檢測和合規性，並滿足了對透明和負責任的人工智慧採用日益成長的需求。

目錄

第1章執行摘要

第2章 市場特點

第3章 市場趨勢與策略

第4章宏觀經濟情景

  • 高通膨對市場的影響
  • 烏克蘭與俄羅斯戰爭對市場的影響
  • COVID-19 對市場的影響

第5章世界市場規模與成長

  • 全球人工智慧模型風險管理市場：促進因素與限制因素
    • 市場促進因素
    • 市場限制因素
  • 全球人工智慧模型風險管理市場表現：規模與成長，2018-2023
  • 全球人工智慧模型風險管理市場預測：規模與成長，2023-2028、2033

第6章 市場細分

  • 全球人工智慧模型風險管理市場：按組成部分、績效和預測，2018-2023、2023-2028、2033
  • 解決方案
  • 服務
  • 全球人工智慧模型風險管理市場：按部署模式分類的績效與預測，2018-2023、2023-2028、2033
  • 雲端基礎
  • 本地
  • 全球人工智慧模型風險管理市場：依組織規模分類的績效與預測，2018-2023、2023-2028、2033
  • 主要企業
  • 小型企業
  • 全球人工智慧模型風險管理市場：按應用、績效和預測分類，2018-2023、2023-2028、2033
  • 模型文檔
  • 模型管治
  • 模型監控
  • 模型檢驗
  • 全球人工智慧模型風險管理市場：按產業、績效和預測，2018-2023、2023-2028、2033
  • 金融服務
  • 醫療保健
  • 保險
  • 通訊

第 7 章 區域/國家分析

  • 全球人工智慧模型風險管理市場：按地區、績效和預測，2018-2023、2023-2028、2033
  • 全球人工智慧模型風險管理市場：按國家、績效和預測，2018-2023、2023-2028、2033

第8章亞太市場

第9章 中國市場

第10章 印度市場

第11章 日本市場

第12章 澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章 德國市場

第18章 法國市場

第19章 義大利市場

第20章 西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章加拿大市場

第26章 南美洲市場

第27章 巴西市場

第28章 中東市場

第29章 非洲市場

第30章 競爭格局及公司概況

  • AI模型風險管理市場：競爭格局
  • 人工智慧模型風險管理市場：公司簡介
    • Amazon.com Inc.
    • Google LLC
    • Microsoft Corporation
    • Accenture plc
    • International Business Machines Corporation

第31章 其他重大及創新企業

  • 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章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章 重大併購

第35章 未來展望與潛力分析

第36章附錄

簡介目錄
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