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市場調查報告書
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1579319

人工智慧模型風險管理市場：按應用、產業、部署類型、組織規模分類 - 2025-2030 年全球預測

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

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2023年AI模型風險管理市場規模為66.6億美元，預計2024年將達到75.1億美元，複合年成長率為13.28%，預計到2030年將達到159.5億美元。

人工智慧模型風險管理是指為識別、評估和減輕與人工智慧模型相關的風險而實施的策略、工具和流程，特別是部署在敏感或高風險應用程式中的風險，這是一個需要涵蓋的重要領域。各行業對人工智慧模型風險管理的需求不斷成長，這些行業的錯誤可能會導致重大的財務、道德或安全後果，例如金融、醫療保健和自動駕駛汽車。該領域確保人工智慧模型遵守合規性和監管標準，並可靠且合乎道德地運作。範圍包括風險評估框架、模型檢驗技術、偏差檢測和營運監控，以防止模型失敗和不道德行為。最終用途範圍涵蓋金融、醫療保健、零售和製造等行業，透過健全的風險管理實踐可以充分發揮人工智慧的變革潛力。

主要市場統計
基準年[2023] 66.6億美元
預測年份 [2024] 75.1億美元
預測年份 [2030] 159.5億美元
複合年成長率（%） 13.28%

人工智慧模型風險管理市場的關鍵成長要素包括人工智慧技術的進步、監管的收緊以及人工智慧實施過程中對透明度和課責的日益成長的需求。人工智慧在各個領域的日益普及帶來了市場開拓機會，為開發強大的風險管理解決方案提供了肥沃的土壤。公司可以透過提供針對特定行業需求客製化的創新、可擴展和可自訂的風險管理工具來利用這些工具。然而，挑戰包括人工智慧系統的複雜性、不斷變化的監管環境以及缺乏熟練的人工智慧風險管理專業人員。此外，理解人工智慧不透明的決策流程仍然是一個挑戰。

需要創新和研究開拓來開發可解釋的人工智慧解決方案，增強可解釋性，並為模型風險評估創建標準化基準。此外，將人工智慧風險管理與網路安全框架結合可能是確保整體系統完整性的關鍵方向。由於技術進步和監管干預，市場的性質是動態的且快速發展的。快速適應變化、投資尖端研究並優先考慮道德考慮的組織可能會在這個快速發展的領域取得成功並處於領先地位。

市場動態：揭示快速發展的人工智慧模型風險管理市場的關鍵市場洞察

AI模型風險管理市場正因供需的動態交互作用而轉變。透過了解這些不斷變化的市場動態，公司可以準備好做出明智的投資決策、完善策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時消費行為及其對製造成本的影響以及對採購趨勢的影響。

  • 市場促進因素
    • 加強對人工智慧模型風險管理系統的監管審查和合規要求
    • 各行業越來越多採用人工智慧，需要強大的風險管理工具
    • 人工智慧驅動的金融服務的增加增加了嚴格風險管理的需求
    • 人工智慧應用在高風險領域的激增，需要先進的風險評估和緩解解決方案
  • 市場限制因素
    • 嚴格的監管要求導致的延遲和合規成本增加影響了人工智慧模型風險管理的採用
    • 缺乏熟練的專業人員為部署和維護人工智慧模型風險管理解決方案帶來了挑戰
  • 市場機會
    • 醫療保健產業利用人工智慧來管理患者風險並提高合規性
    • 零售業採用人工智慧進行詐欺偵測與供應鏈風險管理解決方案
    • 通訊業利用人工智慧增強網路安全和營運風險管理策略
  • 市場挑戰
    • 為風險管理中使用的人工智慧模型引入強大的檢驗和測試框架
    • 解決人工智慧驅動的風險管理解決方案中的資料隱私和安全問題

波特五力：引領人工智慧模型風險管理市場的策略工具

波特的五力框架是理解市場競爭格局的重要工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解AI模型風險管理市場的外部影響

外部宏觀環境因素在塑造人工智慧模型風險管理市場的績效動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並幫助他們做出積極主動的決策。

市場佔有率分析 了解AI模型風險管理市場的競爭格局

人工智慧模型風險管理市場的詳細市場佔有率分析可以對供應商績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV 定位矩陣人工智慧模型風險管理市場供應商績效評估

FPNV 定位矩陣是評估 AI 模型風險管理市場供應商的關鍵工具。此矩陣允許業務組織根據商務策略和產品滿意度評估供應商，從而做出與其目標相符的明智決策。這四個象限使您能夠清晰、準確地分類供應商，並確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析和推薦人工智慧模型為風險管理市場的成功指明了道路

人工智慧模型風險管理市場的策略分析對於旨在加強其在全球市場的影響力的公司至關重要。透過考慮關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：詳細檢視當前市場環境、主要企業的廣泛資料、評估其在市場中的影響力和整體影響力。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監管核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，以幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 增加對人工智慧模型風險管理系統的監管和合規要求
      • 各行業擴大採用人工智慧需要強大的風險管理工具
      • 由於利用人工智慧的金融服務的增加，對嚴格風險管理的需求也在增加。
      • 人工智慧應用在高風險領域的普及需要先進的風險評估和緩解解決方案
    • 抑制因素
      • 嚴格的監管要求導致延誤、增加合規成本並影響人工智慧模型風險管理的採用。
      • 熟練專業人員的數量有限，為實施和維護人工智慧模型風險管理解決方案帶來了挑戰。
    • 機會
      • 醫療保健產業利用人工智慧改善病患風險管理和合規性
      • 零售業採用人工智慧進行詐騙偵測與供應鏈風險管理解決方案
      • 利用人工智慧加強通訊網路安全和營運風險管理策略
    • 任務
      • 為用於風險管理的人工智慧模型實施強大的檢驗和測試框架
      • 解決人工智慧驅動的風險管理解決方案中的資料隱私和安全問題
  • 市場區隔分析
    • 我們提供什麼：全面的人工智慧模型風險管理解決方案，用於即時監控和強大的安全性與合規性
    • 應用：利用人工智慧進行詐騙偵測、資料管理和合規性以改善風險管理
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章人工智慧模型風險管理市場：依應用分類

  • 模型文檔
  • 模型管治
  • 模型監控
  • 模型檢驗

第7章人工智慧模型風險管理市場：依產業分類

  • 金融服務
  • 衛生保健
  • 保險
  • 通訊

第8章 AI模型風險管理市場：依部署模式

  • 雲端基礎
  • 本地

第9章人工智慧模型風險管理市場：依組織規模

  • 主要企業
  • 小型企業

第10章 美洲AI模型風險管理市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第11章亞太人工智慧模型風險管理市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第12章 歐洲、中東和非洲人工智慧模型風險管理市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第13章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • BigID推出端到端人工智慧資料安全解決方案，推動道德合規的人工智慧創新
    • ValidMind美國810 萬美元種子資金，以推動金融服務業的 aAI 模型風險管理
    • 安永擴大與 ServiceNow 的合作夥伴關係，以加強人工智慧管治和風險管理，並轉變客戶和員工體驗。
  • 戰略分析和建議

公司名單

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Key Company Profiles

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

Market Segmentation & Coverage

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Table of Contents

1. Preface

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

2. Research Methodology

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

3. Executive Summary

4. Market Overview

5. Market Insights

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

6. AI Model Risk Management Market, by Application

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

7. AI Model Risk Management Market, by Industry Vertical

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

8. AI Model Risk Management Market, by Deployment Mode

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

9. AI Model Risk Management Market, by Organization Size

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

10. Americas AI Model Risk Management Market

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

11. Asia-Pacific AI Model Risk Management Market

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

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

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

13. Competitive Landscape

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

Companies Mentioned

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

LIST OF FIGURES

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

LIST OF TABLES

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