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 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 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
Please note The report will be delivered in 4-8 business days upon order notification.


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

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