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AI 모델 리스크 관리 시장 규모, 점유율, 동향 분석 보고서 : 오퍼링별, 리스크 유형별, 용도별, 업계별, 지역별, 부문 예측(2024-2030년)

AI Model Risk Management Market Size, Share & Trends Analysis Report By Offering (Software, Services), By Risk Type, By Application, By Vertical, By Region, And Segment Forecasts, 2024 - 2030

발행일: 2024년 08월 | 리서치사:

Grand View Research | 페이지 정보: 영문 100 Pages | 배송안내 : 2-10일 (영업일 기준)

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AI 모델 리스크 관리 시장 동향 :

세계의 AI 모델 리스크 관리 시장 규모는 2023년에 54억 8,000만 달러로 추계되며, 2024-2030년 CAGR 12.8%로 성장할 것으로 예측됩니다.

업종을 불문하고 경쟁 우위를 확보하기 위해 AI를 도입하는 기업이 증가함에 따라 모델 관련 리스크도 증가하고 있으며, AI 모델의 복잡성이 증가함에 따라 이해와 관리가 어려워지고 있으며, 전문적인 리스크 관리 솔루션이 필요하게 되었습니다. 이에 따라 각국 정부는 특히 BFSI, 헬스케어, 자동차 등의 분야에서 AI 활용을 규제하기 위해 더욱 엄격한 규제를 제정하고 있습니다. 데이터 프라이버시 및 투명성 관련 규제 준수가 AI 모델 리스크 관리 시장 수요를 촉진하고 있습니다.

AI 모델은 데이터에 크게 의존하고 있으며, 부정확성이나 편향성과 같은 데이터 품질 문제는 모델의 결함이나 풍문으로 이어질 수 있습니다. 알고리즘의 편향성과 공정성에 대한 우려로 인해 엄격한 리스크 평가와 완화 전략이 필요합니다. 또한 AI 모델은 사이버 공격의 표적이 될 수 있으며, 이는 데이터 유출, 모델 변조, 지적 재산권 도난으로 이어질 수 있습니다. 따라서 AI 모델 훈련 및 운영에 사용되는 기밀 데이터의 보호는 중요한 관심사가 되고 있습니다.

효과적인 AI 모델 리스크 관리는 조직이 값비싼 오류, 소송, 평판 손상을 피하는 데 도움이 됩니다. 모델의 신뢰성과 성능을 보장함으로써 조직은 업무 효율성과 생산성을 향상시킬 수 있으며, AI 모델 리스크 관리에 대한 강력한 의지를 보여줌으로써 조직의 명성을 높이고 고객과 이해관계자의 신뢰를 높일 수 있습니다. 탄탄한 리스크 관리 관행은 조직이 자신감을 가지고 AI 모델을 도입할 수 있도록 함으로써 혁신 문화를 조성할 수 있습니다.

AI 모델 리스크 관리 시장 점유율, 지역별, 2023년·2030년
북미
- 오퍼링별, 2017-2030년
- 리스크 유형별, 2017-2030년
- 용도별, 2017-2030년
- 업계별, 2017-2030년
- 미국
- 캐나다
- 멕시코
유럽
- 오퍼링별, 2017-2030년
- 리스크 유형별, 2017-2030년
- 용도별, 2017-2030년
- 업계별, 2017-2030년
- 영국
- 독일
- 프랑스
아시아태평양
- 오퍼링별, 2017-2030년
- 리스크 유형별, 2017-2030년
- 용도별, 2017-2030년
- 업계별, 2017-2030년
- 중국
- 일본
- 인도
- 호주
- 한국
라틴아메리카
- 오퍼링별, 2017-2030년
- 리스크 유형별, 2017-2030년
- 용도별, 2017-2030년
- 업계별, 2017-2030년
- 브라질
중동 및 아프리카
- 오퍼링별, 2017-2030년
- 리스크 유형별, 2017-2030년
- 용도별, 2017-2030년
- 업계별, 2017-2030년
- 아랍에미리트
- 남아프리카공화국
- 사우디아라비아

제9장 경쟁 구도

최근 동향과 영향 분석 : 주요 시장 참여 기업별
기업 분류
기업의 시장 포지셔닝
기업의 시장 점유율 분석
기업 히트맵 분석
전략 지도제작
- 확대
- 합병과 인수
- 파트너십과 협업
- 신제품의 발매
- 연구개발
기업 개요
- Accenture
- Amazon Web Services
- DataRobot, Inc.
- Deloitte
- Google
- International Business Machines Corporation
- LogicGate
- McKinsey &Company
- Microsoft
- SAS Institute

KSA 24.10.11

AI Model Risk Management Market Trends:

The global AI model risk management market size was estimated at USD 5.48 billion in 2023 and is projected to grow at a CAGR of 12.8% from 2024 to 2030. Businesses across industries are increasingly adopting AI to gain competitive advantages, leading to a corresponding increase in model-related risks. The complexity of AI models is rising, making them harder to understand and manage, necessitating specialized risk management solutions. Thus, governments worldwide are enacting stricter regulations to govern the use of AI, particularly in sectors such as BFSI, healthcare, and automotive. Adherence to data privacy and transparency regulations is driving the demand for the market for AI model risk management.

AI models heavily rely on data, and issues with data quality, such as inaccuracies or biases, can lead to faulty models and reputational damage. Concerns about algorithmic bias and fairness are driving the need for rigorous risk assessment and mitigation strategies. In addition, AI models can be targets for cyberattacks, leading to data breaches, model tampering, and intellectual property theft. Thus, safeguarding sensitive data used to train and operate AI models is a critical concern.

Effective AI model risk management can help organizations avoid costly errors, lawsuits, and reputational damage. By ensuring model reliability and performance, organizations can improve operational efficiency and productivity. Demonstrating a strong commitment to AI model risk management can enhance an organization's reputation and trust among customers and stakeholders. Robust risk management practices can foster a culture of innovation by enabling organizations to deploy AI models confidently.

AI Model Risk Management Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and analyzes the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the global AI model risk management market report based on offering, risk type, application, vertical, and region.

Offering Outlook (Revenue, USD Million, 2017 - 2030)
Software
- Software By Type
- Software By Deployment Mode
Services
- Professional Services
- Consulting & Advisory
- Integration & Deployment
- Support & Maintenance
- Training & Education
- Managed Services
Risk Type Outlook (Revenue, USD Million, 2017 - 2030)
Security Risk
Ethical Risk
Operational Risk
Application Outlook (Revenue, USD Million, 2017 - 2030)
Fraud Detection and Risk Reduction
Data Classification and Labelling
Sentiment Analysis
Model Inventory Management
Customer Segmentation and Targeting
Regulatory Compliance Monitoring
Others
Vertical Outlook (Revenue, USD Million, 2017 - 2030)
BFSI
Retail & E-commerce
IT & Telecom
Manufacturing
Healthcare & Life Sciences
Media & Entertainment
Government and Public Sector
Others
Regional Outlook (Revenue, USD Million, 2017 - 2030)
North America
- U.S.
- Canada
- Mexico
Europe
- UK
- Germany
- France
Asia Pacific
- China
- India
- Japan
- Australia
- South Korea
Latin America
- Brazil
MEA
- UAE
- South Africa
- KSA

Chapter 1. Methodology and Scope

1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
- 1.3.1. Information Procurement
- 1.3.2. Information or Data Analysis
- 1.3.3. Market Formulation & Data Visualization
- 1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
- 1.4.1. List of Data Sources

Chapter 2. Executive Summary

2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights

Chapter 3. AI Model Risk Management Market Variables, Trends, & Scope

3.1. Market Introduction/Lineage Outlook
3.2. Market Size and Growth Prospects (USD Million)
3.3. Industry Value Chain Analysis
3.4. Market Dynamics
- 3.4.1. Market Drivers Analysis
  - 3.4.1.1. Increasing need to respond effectively to emerging threats and establish robust security protocols
  - 3.4.1.2. Emergence of Generative AI for managing compliance audit and risks
- 3.4.2. Market Restraints Analysis
  - 3.4.2.1. Growing cybersecurity risks
- 3.4.3. Industry Opportunities
- 3.4.4. Industry Challenges
3.5. AI Model Risk Management Market Analysis Tools
- 3.5.1. Porter's Analysis
  - 3.5.1.1. Bargaining power of the suppliers
  - 3.5.1.2. Bargaining power of the buyers
  - 3.5.1.3. Threats of substitution
  - 3.5.1.4. Threats from new entrants
  - 3.5.1.5. Competitive rivalry
- 3.5.2. PESTEL Analysis
  - 3.5.2.1. Political landscape
  - 3.5.2.2. Economic and Social landscape
  - 3.5.2.3. Technological landscape
  - 3.5.2.4. Environmental landscape
  - 3.5.2.5. Legal landscape

Chapter 4. AI Model Risk Management Market: Offering Estimates & Trend Analysis

4.1. Segment Dashboard
4.2. AI Model Risk Management Market: Offering Movement Analysis, USD Million, 2023 & 2030
4.3. Software
- 4.3.1. Software Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.3.2. Software By Type
  - 4.3.2.1. Software By Type Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.3.3. Software By Deployment Mode
  - 4.3.3.1. Software By Deployment Mode Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
4.4. Services
- 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.4.2. Professional Services
  - 4.4.2.1. Professional Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.4.3. Consulting & Advisory
  - 4.4.3.1. Consulting & Advisory Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.4.4. Integration & Deployment
  - 4.4.4.1. Integration & Deployment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.4.5. Support & Maintenance
  - 4.4.5.1. Support & Maintenance Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.4.6. Training & Education
  - 4.4.6.1. Training & Education Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.4.7. Managed Services
  - 4.4.7.1. Managed Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. AI Model Risk Management Market: Risk Type Estimates & Trend Analysis

5.1. Segment Dashboard
5.2. AI Model Risk Management Market: Risk Type Movement Analysis, USD Million, 2023 & 2030
5.3. Security Risk
- 5.3.1. Security Risk Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.4. Ethical Risk
- 5.4.1. Ethical Risk Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.5. Operational Risk
- 5.5.1. Operational Risk Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. AI Model Risk Management Market: Application Estimates & Trend Analysis

6.1. Segment Dashboard
6.2. AI Model Risk Management Market: Application Movement Analysis, USD Million, 2023 & 2030
6.3. Fraud Detection and Risk Reduction
- 6.3.1. Fraud Detection and Risk Reduction Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4. Data Classification and Labelling
- 6.4.1. Data Classification and Labelling Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
6.5. Sentiment Analysis
- 6.5.1. Sentiment Analysis Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6. Model Inventory Management
- 6.6.1. Model Inventory Management Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
6.7. Customer Segmentation and Targeting
- 6.7.1. Customer Segmentation and Targeting Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
6.8. Regulatory Compliance Monitoring
- 6.8.1. Regulatory Compliance Monitoring Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
6.9. Others
- 6.9.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. AI Model Risk Management Market: Vertical Estimates & Trend Analysis

7.1. Segment Dashboard
7.2. AI Model Risk Management Market: Vertical Movement Analysis, USD Million, 2023 & 2030
7.3. BFSI
- 7.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.4. Retail & E-commerce
- 7.4.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.5. IT & Telecom
- 7.5.1. IT & Telecom Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.6. Manufacturing
- 7.6.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.7. Healthcare & Life Sciences
- 7.7.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.8. Media & Entertainment
- 7.8.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.9. Government and Public Sector
- 7.9.1. Government and Public Sector Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
7.10. Others
- 7.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. AI Model Risk Management Market: Regional Estimates & Trend Analysis

8.1. AI Model Risk Management Market Share, By Region, 2023 & 2030 (USD Million)
8.2. North America
- 8.2.1. North America AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 8.2.2. North America AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
- 8.2.3. North America AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
- 8.2.4. North America AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
- 8.2.5. North America AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.2.6. U.S.
  - 8.2.6.1. U.S. AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.2.6.2. U.S. AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.2.6.3. U.S. AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.2.6.4. U.S. AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.2.6.5. U.S. AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.2.7. Canada
  - 8.2.7.1. Canada AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.2.7.2. Canada AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.2.7.3. Canada AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.2.7.4. Canada AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.2.7.5. Canada AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.2.8. Mexico
  - 8.2.8.1. Mexico AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.2.8.2. Mexico AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.2.8.3. Mexico AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.2.8.4. Mexico AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.2.8.5. Mexico AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
8.3. Europe
- 8.3.1. Europe AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 8.3.2. Europe AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
- 8.3.3. Europe AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
- 8.3.4. Europe AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
- 8.3.5. Europe AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.3.6. UK
  - 8.3.6.1. UK AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.3.6.2. UK AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.3.6.3. UK AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.3.6.4. UK AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.3.6.5. UK AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.3.7. Germany
  - 8.3.7.1. Germany AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.3.7.2. Germany AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.3.7.3. Germany AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.3.7.4. Germany AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.3.7.5. Germany AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.3.8. France
  - 8.3.8.1. France AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.3.8.2. France AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.3.8.3. France AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.3.8.4. France AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.3.8.5. France AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
8.4. Asia Pacific
- 8.4.1. Asia Pacific AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 8.4.2. Asia Pacific AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
- 8.4.3. Asia Pacific AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
- 8.4.4. Asia Pacific AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
- 8.4.5. Asia Pacific AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.4.6. China
  - 8.4.6.1. China AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.4.6.2. China AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.4.6.3. China AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.4.6.4. China AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.4.6.5. China AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.4.7. Japan
  - 8.4.7.1. Japan AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.4.7.2. Japan AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.4.7.3. Japan AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.4.7.4. Japan AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.4.7.5. Japan AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.4.8. India
  - 8.4.8.1. India AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.4.8.2. India AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.4.8.3. India AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.4.8.4. India AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.4.8.5. India AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.4.9. Australia
  - 8.4.9.1. Australia AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.4.9.2. Australia AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.4.9.3. Australia AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.4.9.4. Australia AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.4.9.5. Australia AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.4.10. South Korea
  - 8.4.10.1. South Korea AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.4.10.2. South Korea AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.4.10.3. South Korea AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.4.10.4. South Korea AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.4.10.5. South Korea AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
8.5. Latin America
- 8.5.1. Latin America AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 8.5.2. Latin America AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
- 8.5.3. Latin America AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
- 8.5.4. Latin America AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
- 8.5.5. Latin America AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.5.6. Brazil
  - 8.5.6.1. Brazil AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.5.6.2. Brazil AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.5.6.3. Brazil AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.5.6.4. Brazil AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.5.6.5. Brazil AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
8.6. Middle East and Africa
- 8.6.1. Middle East and Africa AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 8.6.2. Middle East & Africa AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
- 8.6.3. Middle East & Africa AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
- 8.6.4. Middle East & Africa AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
- 8.6.5. Middle East & Africa AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.6.6. UAE
  - 8.6.6.1. UAE AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.6.6.2. UAE AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.6.6.3. UAE AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.6.6.4. UAE AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.6.6.5. UAE AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.6.7. South Africa
  - 8.6.7.1. South Africa AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.6.7.2. South Africa AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.6.7.3. South Africa AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.6.7.4. South Africa AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.6.7.5. South Africa AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
- 8.6.8. KSA
  - 8.6.8.1. KSA AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  - 8.6.8.2. KSA AI Model Risk Management Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
  - 8.6.8.3. KSA AI Model Risk Management Market Estimates and Forecasts, By Risk Type, 2017 - 2030 (USD Million)
  - 8.6.8.4. KSA AI Model Risk Management Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  - 8.6.8.5. KSA AI Model Risk Management Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)

Chapter 9. Competitive Landscape

9.1. Recent Developments & Impact Analysis by Key Market Participants
9.2. Company Categorization
9.3. Company Market Positioning
9.4. Company Market Share Analysis
9.5. Company Heat Map Analysis
9.6. Strategy Mapping
- 9.6.1. Expansion
- 9.6.2. Mergers & Acquisition
- 9.6.3. Partnerships & Collaborations
- 9.6.4. New Product Launches
- 9.6.5. Research And Development
9.7. Company Profiles
- 9.7.1. Accenture
  - 9.7.1.1. Participant's Overview
  - 9.7.1.2. Financial Performance
  - 9.7.1.3. Product Benchmarking
  - 9.7.1.4. Recent Developments
- 9.7.2. Amazon Web Services
  - 9.7.2.1. Participant's Overview
  - 9.7.2.2. Financial Performance
  - 9.7.2.3. Product Benchmarking
  - 9.7.2.4. Recent Developments
- 9.7.3. DataRobot, Inc.
  - 9.7.3.1. Participant's Overview
  - 9.7.3.2. Financial Performance
  - 9.7.3.3. Product Benchmarking
  - 9.7.3.4. Recent Developments
- 9.7.4. Deloitte
  - 9.7.4.1. Participant's Overview
  - 9.7.4.2. Financial Performance
  - 9.7.4.3. Product Benchmarking
  - 9.7.4.4. Recent Developments
- 9.7.5. Google
  - 9.7.5.1. Participant's Overview
  - 9.7.5.2. Financial Performance
  - 9.7.5.3. Product Benchmarking
  - 9.7.5.4. Recent Developments
- 9.7.6. International Business Machines Corporation
  - 9.7.6.1. Participant's Overview
  - 9.7.6.2. Financial Performance
  - 9.7.6.3. Product Benchmarking
  - 9.7.6.4. Recent Developments
- 9.7.7. LogicGate
  - 9.7.7.1. Participant's Overview
  - 9.7.7.2. Financial Performance
  - 9.7.7.3. Product Benchmarking
  - 9.7.7.4. Recent Developments
- 9.7.8. McKinsey & Company
  - 9.7.8.1. Participant's Overview
  - 9.7.8.2. Financial Performance
  - 9.7.8.3. Product Benchmarking
  - 9.7.8.4. Recent Developments
- 9.7.9. Microsoft
  - 9.7.9.1. Participant's Overview
  - 9.7.9.2. Financial Performance
  - 9.7.9.3. Product Benchmarking
  - 9.7.9.4. Recent Developments
- 9.7.10. SAS Institute
  - 9.7.10.1. Participant's Overview
  - 9.7.10.2. Financial Performance
  - 9.7.10.3. Product Benchmarking
  - 9.7.10.4. Recent Developments

AI 모델 리스크 관리 시장 규모, 점유율, 동향 분석 보고서 : 오퍼링별, 리스크 유형별, 용도별, 업계별, 지역별, 부문 예측(2024-2030년)

AI Model Risk Management Market Size, Share & Trends Analysis Report By Offering (Software, Services), By Risk Type, By Application, By Vertical, By Region, And Segment Forecasts, 2024 - 2030

AI 모델 리스크 관리 시장 동향 :

목차

제1장 조사 방법과 범위

제2장 개요

제3장 AI 모델 리스크 관리 시장의 변수, 동향, 범위

제4장 AI 모델 리스크 관리 시장 : 오퍼링 추정·동향 분석

제5장 AI 모델 리스크 관리 시장 : 리스크 유형 추정·동향 분석

제6장 AI 모델 리스크 관리 시장 : 용도 추정·동향 분석

제7장 AI 모델 리스크 관리 시장 : 업계 추정·동향 분석

제8장 AI 모델 리스크 관리 시장 : 지역 추정·동향 분석