AI Model Risk Management Market Overview: 2025-2030

Base Year: 2024

Historical Years: 2020-23

Forecast Years: 2025-30

The AI Model Risk Management Market size was valued at USD 10.2 billion in 2024 and is projected to reach USD 18.89 billion by 2030. The market is also estimated to grow at a CAGR of around 10.79% during the forecast period, i.e., 2025-30. This growth is associated with numerous factors. The widespread adoption of AI in high-stake sectors like finance, healthcare, and defense requires stronger oversight to avoid costly errors, hence creating the market demand. Also, the growing regulatory pressure from various policies, including the EU AI Act and the U.S. frameworks, is pushing organizations to adopt formal risk governance. The rising concerns over algorithmic bias and fairness are prompting calls for transparent and ethical AI use, necessitating the AI Model Risk Management. The increasing complexity of AI models, especially large language and deep learning models, requires advanced monitoring, which further creates the market demand.

Markntel Advisor’s AI Model Risk Management Market Insights report provides the current and forecast market analysis, individual leading companies' market shares, challenges, AI Model Risk Management Market drivers, barriers, AI Model Risk Management Market Trends, and Key Players in AI Model Risk Management Market.

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AI Model Risk Management Market Driver: 2025-2030

Rapid Adoption in BSFI Industry Driving Demand- ​The increasing adoption of AI in the BFSI industry is largely fueling the market demand. AI is being utilized by financial institutions for purposes including fraud detection, credit risk determination, and compliance with regulations. This transition in the sector began post-2020. These models can analyze the transactional behavior, social media usage, and geolocation data of the borrower to predict their creditworthiness. Further, these can detect anomalies also in their transactional data to detect if any fraudulent activity is done by the borrower. These models can run algorithms to compare policies, regulations, and operating procedures in banking institutions. However, the complexity and opacity of AI models pose a risk of biased algorithms and noncompliance with regulations, leading to data breaches.

As per the US Treasury Department, the use and testing of AI technologies has increased in about 78% of financial institutions for fraud detection and risk management. This creates a higher market demand as these organizations are required to follow compliance standards, which necessitate AI model risk management. Also, major institutions like JP Morgan Chase are using over 300 AI models in production that create a substantial need for model risk oversight. AI is becoming a core in financial operations, making AI model risk management a necessity while fueling the market growth globally.

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AI Model Risk Management Market (2025-30): Segmentation Outlook

The market report has segmented the market into the following categories:

• By Risk Type
  • Security Risk- Market Size & Forecast 2020-2030, USD Million
  • Ethical Risk- Market Size & Forecast 2020-2030, USD Million
  • Operational Risk- Market Size & Forecast 2020-2030, USD Million
• By Offering
  • Software- Market Size & Forecast 2020-2030, USD Million
    • By Type- Market Size & Forecast 2020-2030, USD Million
      • Model Management- Market Size & Forecast 2020-2030, USD Million
      • Bias Detection- Market Size & Forecast 2020-2030, USD Million
      • Explainable AI Tools- Market Size & Forecast 2020-2030, USD Million
      • Others- Market Size & Forecast 2020-2030, USD Million
    • By Deployment Mode- Market Size & Forecast 2020-2030, USD Million
      • Cloud- Market Size & Forecast 2020-2030, USD Million
      • On-Premises- Market Size & Forecast 2020-2030, USD Million
    • Services- Market Size & Forecast 2020-2030, USD Million
      • Professional Services- Market Size & Forecast 2020-2030, USD Million
      • Consulting & Advisory- Market Size & Forecast 2020-2030, USD Million
      • Integration & Deployment- Market Size & Forecast 2020-2030, USD Million
      • Support & Maintenance- Market Size & Forecast 2020-2030, USD Million
      • Training & Education- Market Size & Forecast 2020-2030, USD Million
      • Managed Services- Market Size & Forecast 2020-2030, USD Million
    • By Application
      • Fraud Detection and Risk Reduction- Market Size & Forecast 2020-2030, USD Million
      • Data Classification and Labelling- Market Size & Forecast 2020-2030, USD Million
      • Sentiment Analysis- Market Size & Forecast 2020-2030, USD Million
      • Model Inventory Management- Market Size & Forecast 2020-2030, USD Million
      • Customer Segmentation and Targeting- Market Size & Forecast 2020-2030, USD Million
      • Regulatory Compliance Monitoring- Market Size & Forecast 2020-2030, USD Million
      • Others
    • By End User
      • BFSI- Market Size & Forecast 2020-2030, USD Million
      • Retail & E-commerce- Market Size & Forecast 2020-2030, USD Million
      • IT & Telecom- Market Size & Forecast 2020-2030, USD Million
      • Manufacturing- Market Size & Forecast 2020-2030, USD Million
      • Healthcare & Life Sciences- Market Size & Forecast 2020-2030, USD Million
      • Media & Entertainment- Market Size & Forecast 2020-2030, USD Million
      • Government and Public Sector- Market Size & Forecast 2020-2030, USD Million
      • Others
    • By Region
      • North America
      • South America
      • Europe
      • Middle East & Africa
      • Asia Pacific

Note - If there are any particular details you need that are not currently included in the report, we will be happy to provide them as part of our customization services.

Top Companies Operating in the AI Model Risk Management Market:

• Alteryx
• Amazon Web Services
• Accenture
• DataBricks
• Google
• Delteck
• International Business Machines Corporation
• Congruity360
• Wolters Kluwer N.V.
• LogicManager
• LogicGate
• Oracle
• Microsoft
• ModelOp
• SAS Institute
• UpGuard
• Others

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