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市場調查報告書
商品編碼
1710005

2025年人工智慧模型風險管理全球市場報告

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

價格
簡介目錄

預計未來幾年人工智慧模型風險管理的市場規模將快速成長。到2029年，這一數字將成長至129.6億美元，年複合成長率（CAGR）為16.0%。預測期內的成長可歸因於對人工智慧模型管理的監管審查和要求的加強、董事會和經營團隊對人工智慧模型風險管理實踐的審查加強、對人工智慧倫理影響的認知不斷提高，以及針對人工智慧模型的網路安全威脅相關的風險。預測期內的關鍵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融入更廣泛的企業風險管理框架、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管理策略的持續改進和調整。

預計未來幾年，人們對網路安全威脅的認知將不斷提高，推動人工智慧模型風險管理的發展。網路安全威脅包括惡意軟體、網路釣魚、拒絕服務 (DoS) 攻擊和其他旨在破壞電腦系統以竊取資料、造成損害或中斷的惡意活動。隨著我們對數位科技的依賴日益加深以及攻擊面不斷擴大，此類威脅的普遍性也不斷增加。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。例如，2022年7月，英國數位、文化、媒體和體育部報告稱，過去一年中，39%的英國企業遭受網路攻擊，中型和大型企業平均面臨的估計費用為5,369.68美元，如果考慮到金錢和資料等重大損失，則高達24,878.68美元。因此，對網路安全威脅的認知不斷增強，正在推動人工智慧模型風險管理市場的成長。

AI模型風險管理市場的主要企業正專注於開發先進的AI解決方案以獲得競爭優勢。先進的人工智慧模型是複雜的系統，旨在透過利用機器學習、深度學習和自然語言處理等最尖端科技來分析資料、進行預測和自動化決策流程，以高精度和高效率執行複雜任務。例如，2024年7月，美國安全平台開發商Zendata宣布推出先進的AI模型和資料驅動的掃描平台。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，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 市場特徵

第3章 市場趨勢與策略

第4章 市場 - 宏觀經濟情景，包括利率、感染疾病、地緣政治、新冠疫情、經濟復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球人工智慧模型風險管理PESTEL分析（政治、社會、技術、環境、法律因素、促進因素與限制因素）
  • 最終用途產業分析
  • 全球人工智慧模型風險管理市場：成長率分析
  • 全球人工智慧模型風險管理市場表現：規模與成長，2019-2024
  • 全球人工智慧模型風險管理市場預測：規模與成長，2024-2029 年，2034 年
  • 全球人工智慧模型風險管理總目標市場（TAM）

第6章市場區隔

  • 全球人工智慧模型風險管理市場：按組成部分、績效和預測，2019-2024 年、2024-2029 年、2034 年
  • 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、績效和預測），2019-2024 年、2024-2029 年、2034 年
  • 雲端基礎
  • 本地
  • 全球人工智慧模型風險管理市場：按組織規模、績效和預測，2019-2024 年、2024-2029 年、2034 年
  • 大型企業
  • 中小型企業
  • 全球人工智慧模型風險管理市場：按應用、績效及預測，2019-2024 年、2024-2029 年、2034 年
  • 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、績效及預測，2019-2024 年、2024-2029 年、2034 年
  • 金融服務
  • 衛生保健
  • 保險
  • 通訊
  • 全球人工智慧模型風險管理市場細分（按解決方案、類型、效能和預測），2019-2024 年、2024-2029 年、2034 年
  • AI模型檢驗工具
  • 監控 AI 模型並追蹤效能
  • 風險評估與分析軟體
  • 概覽和透明度工具
  • 模型管治與合規解決方案
  • 全球人工智慧模型風險管理市場，按服務類型、績效和預測細分，2019-2024 年、2024-2029 年、2034 年
  • AI模型風險諮詢服務
  • 模型風險評估與估值服務
  • AI模型審核與合規服務
  • AI模型訓練與最佳化服務
  • 持續的監測和支援服務

第7章 區域和國家分析

  • 全球人工智慧模型風險管理市場：按地區、績效及預測，2019-2024 年、2024-2029 年、2034 年
  • 全球人工智慧模型風險管理市場：按國家/地區、績效及預測，2019-2024 年、2024-2029 年、2034 年

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章競爭格局與公司概況

  • 人工智慧模型風險管理市場：競爭格局
  • 人工智慧模型風險管理市場：公司簡介
    • Amazon.com Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Accenture plc Overview, Products and Services, Strategy and Financial Analysis
    • International Business Machines Corporation（IBM）Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型創新企業

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

第 32 章全球市場競爭基準化分析與儀表板

第33章 重大併購

第34章近期市場趨勢

第 35 章 高市場潛力國家、細分市場與策略

  • 2029 年人工智慧模型風險管理市場：提供新機會的國家
  • 2029 年人工智慧模型風險管理市場：細分領域帶來新機會
  • 2029年人工智慧模型風險管理市場：成長策略
    • 基於市場趨勢的策略
    • 競爭對手的策略

第36章 附錄

簡介目錄
Product Code: r31583

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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Where is the largest and fastest growing market for ai model risk management ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The ai model risk management market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

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

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

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

Scope

  • Markets Covered:1) By Component: Solution; Service
  • 2) By Deployment Mode: Cloud-Based; On-Premise
  • 3) By Organization Size: Large Enterprises; Small And Medium-sized Enterprises (SMEs)
  • 4) By Application: Model Documentation; Model Governance; Model Monitoring; Model Validation
  • 5) By Industry Vertical: Financial Services; Healthcare; Insurance; Telecommunications
  • Subsegments:
  • 1) By Solution: AI Model Validation Tools; AI Model Monitoring and Performance Tracking; Risk Assessment and Analytics Software; Explainability and Transparency Tools; Model Governance and Compliance Solutions
  • 2) By Service: AI Model Risk Consulting Services; Model Risk Assessment and Evaluation Services; AI Model Auditing and Compliance Services; AI Model Training and Optimization Services; Ongoing Monitoring and Support Services
  • Companies Mentioned: Amazon.com Inc.; Google LLC; Microsoft Corporation; Accenture plc; International Business Machines Corporation
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. AI Model Risk Management Market Characteristics

3. AI Model Risk Management Market Trends And Strategies

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

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

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

6. AI Model Risk Management Market Segmentation

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

7. AI Model Risk Management Market Regional And Country Analysis

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

8. Asia-Pacific AI Model Risk Management Market

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

9. China AI Model Risk Management Market

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

10. India AI Model Risk Management Market

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

11. Japan AI Model Risk Management Market

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

12. Australia AI Model Risk Management Market

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

13. Indonesia AI Model Risk Management Market

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

14. South Korea AI Model Risk Management Market

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

15. Western Europe AI Model Risk Management Market

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

16. UK AI Model Risk Management Market

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

17. Germany AI Model Risk Management Market

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

18. France AI Model Risk Management Market

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

19. Italy AI Model Risk Management Market

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

20. Spain AI Model Risk Management Market

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

21. Eastern Europe AI Model Risk Management Market

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

22. Russia AI Model Risk Management Market

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

23. North America AI Model Risk Management Market

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

24. USA AI Model Risk Management Market

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

25. Canada AI Model Risk Management Market

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

26. South America AI Model Risk Management Market

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

27. Brazil AI Model Risk Management Market

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

28. Middle East AI Model Risk Management Market

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

29. Africa AI Model Risk Management Market

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

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

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

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

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

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

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

34. Recent Developments In The AI Model Risk Management Market

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

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

36. Appendix

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