AIモデルリスク管理の世界市場レポート 2025年

AIモデルリスク管理の市場規模は今後数年で急成長が見込まれます。2029年には年間平均成長率（CAGR）16.0％で129億6,000万米ドルに成長します。予測期間の成長は、AIモデルの管理に対する規制当局の監視や要件の増加、AIモデルリスク管理の実践に対する取締役会や経営陣の監視の強化、AIの倫理的意味合いに対する意識の高まり、AIモデルを標的としたサイバーセキュリティの脅威に関連するリスクに起因すると考えられます。予測期間における主な動向としては、AI技術の急速な進歩、AIモデルリスク管理と広範な企業リスク管理フレームワークとの統合、AIモデルに関連するリスクを定量化・評価する手法の開発、AIモデルリスク管理戦略の継続的な改善と適応などが挙げられます。

サイバーセキュリティの脅威に対する意識の高まりが、今後のAIモデルリスク管理の成長を促進すると予想されます。サイバーセキュリティの脅威には、マルウェア、フィッシング、サービス妨害（DoS）攻撃など、データを盗んだり、損害を与えたり、混乱させたりするためにコンピュータシステムを侵害することを目的とした悪意のある活動が含まれます。デジタル技術への依存度が高まり、攻撃対象が拡大するにつれて、このような脅威の蔓延も増加しています。AIモデルリスク管理は、脆弱性を特定し、潜在的な攻撃を予測し、防御策を強化することで、こうした脅威への対処を支援します。例えば、2022年7月、英国デジタル・文化・メディア・スポーツ省は、英国企業の39％が過去1年間にサイバー攻撃を経験し、中堅・大企業は平均5,369.68ドル、金銭やデータなどの重大な損失を考慮すると24,878.68ドルの推定コストに直面していると報告しました。このように、サイバーセキュリティの脅威に対する意識の高まりが、AIモデルリスク管理市場の成長を促進しています。

AIモデルリスク管理市場の主要企業は、競争優位性を獲得するために高度なAIソリューションの開発に注力しています。先進的なAIモデルとは、機械学習、深層学習、自然言語処理などの最先端技術を活用してデータを分析し、予測を行い、意思決定プロセスを自動化することで、複雑なタスクを高い精度と効率で実行するように設計された高度なシステムです。例えば、2024年7月、米国のセキュリティ・プラットフォーム開発企業であるZendata社は、高度なAIモデルとデータ利用スキャン・プラットフォームを発表しました。このソリューションは、企業のAIエコシステム全体のガバナンス、偏見検出、コンプライアンスを強化し、透明で責任あるAIの導入に対する需要の高まりに応えるものです。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 市場- 金利、インフレ、地政学、新型コロナウイルス感染症、そして景気回復が市場に与える影響を含むマクロ経済シナリオ

第5章 世界の成長分析と戦略分析フレームワーク

• 世界AIモデルリスク管理PESTEL分析（政治、社会、技術、環境、法的要因、促進要因と抑制要因）
• 最終用途産業の分析
• 世界のAIモデルリスク管理市場：成長率分析
• 世界のAIモデルリスク管理市場の実績：規模と成長, 2019-2024
• 世界のAIモデルリスク管理市場の予測：規模と成長, 2024-2029, 2034F
• 世界AIモデルリスク管理総アドレス可能市場（TAM）

第6章 市場セグメンテーション

• 世界のAIモデルリスク管理市場：コンポーネント別、実績と予測, 2019-2024, 2024-2029F, 2034F
• ソリューション
• サービス
• 世界のAIモデルリスク管理市場：展開モード別、実績と予測, 2019-2024, 2024-2029F, 2034F
• クラウドベース
• オンプレミス
• 世界のAIモデルリスク管理市場：組織規模別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 大企業
• 中小企業
• 世界のAIモデルリスク管理市場：用途別、実績と予測, 2019-2024, 2024-2029F, 2034F
• モデルドキュメント
• モデルガバナンス
• モデル監視
• モデル検証
• 世界のAIモデルリスク管理市場：業界別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 金融サービス
• ヘルスケア
• 保険
• 通信
• 世界のAIモデルリスク管理市場ソリューションのサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• AIモデル検証ツール
• AIモデルの監視とパフォーマンスの追跡
• リスク評価および分析ソフトウェア
• 概要可能性と透明性ツール
• モデルガバナンスおよびコンプライアンスソリューション
• 世界のAIモデルリスク管理市場、サービスの種類別サブセグメンテーション、実績と予測, 2019-2024, 2024-2029F, 2034F
• AIモデルリスクコンサルティングサービス
• モデルリスク評価および評価サービス
• AIモデル監査およびコンプライアンスサービス
• AIモデルのトレーニングと最適化サービス
• 継続的な監視およびサポートサービス

第7章 地域別・国別分析

• 世界のAIモデルリスク管理市場：地域別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 世界のAIモデルリスク管理市場：国別、実績と予測, 2019-2024, 2024-2029F, 2034F

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

• AIモデルリスク管理市場：競合情勢
• AIモデルリスク管理市場：企業プロファイル
  • 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 その他の大手企業と革新的企業

• 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 世界の市場競合ベンチマーキングとダッシュボード

第33章 主要な合併と買収

第34章 最近の市場動向

第35章 市場の潜在力が高い国、セグメント、戦略

• AIモデルリスク管理市場2029：新たな機会を提供する国
• AIモデルリスク管理市場2029：新たな機会を提供するセグメント
• AIモデルリスク管理市場2029：成長戦略
  • 市場動向に基づく戦略
  • 競合の戦略

第36章 付録

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