AI Model Risk Management Market Size, Share, Growth Analysis, By Offering (Software Type and Services), Application (Fraud Detection & Risk Reduction, Regulatory Compliance Monitoring), Risk Type, Vertical and Region - Global Industry Forecast to 2029

AI Model Risk Management Market Size, Share, Growth Analysis, By Offering (Software Type and Services), Application (Fraud Detection & Risk Reduction, Regulatory Compliance Monitoring), Risk Type, Vertical and Region - Global Industry Forecast to 2029

The AI Model Risk Management market is projected to grow from USD 5.7 billion in 2024 to USD 10.5 billion by 2029, at a compound annual growth rate (CAGR) of 12.9% during the forecast period. The market is anticipated to grow due to the increasing need to establish robust security protocols, monitor compliance, and respond effectively to emerging threats, the rising need to automate risk assessment for degraded manual errors, and the need to automate the model lifecycle, improve efficiency, and surge the quality of the final production models.

“By Software type, the Explainable AI segment registers for the fastest growing market during the forecast period.”

The explainable AI segment has rapidly emerged within the AI Model Risk Management landscape. This growth is due to the growing demand for transparency and trust in AI-powered decision-making processes. As organizations across various industries integrate AI systems into their operations, Explainable AI (XAI) provides insights into how the AI models make decisions, which enables stakeholders to identify potential barriers and errors. Government and regulatory bodies also enact strict guidelines that require organizations to demonstrate fairness, accountability, and transparency. Also, the adoption of AI among industries created a need for effective risk management strategies that can handle the AI model complexities. This not only improves the overall performance of AI models but also enhances the trust and confidence of stakeholders in AI-driven decision-making processes.

“By region, Asia Pacific to register the highest CAGR market during the forecast period.” Asia Pacific is projected to grow at the highest rate during the forecast period due to several factors, such as the increasing adoption of advanced technologies and expanding financial services. The fast-growing economy across the region involves effective risk management systems, like model risk management. Investments in infrastructure and digital upgrades also speed up the demand for advanced risk analysis and compliance tools. Businesses in Asia Pacific aim to stay competitive and meet regulations as markets change, leading to a rising demand for thorough AI model risk management software in the market.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the AI Model Risk Management market.

By Company: Tier I: 45%, Tier II: 35%, and Tier III: 20%

By Designation: C-Level Executives: 35%, D-Level Executives: 40%, and Others: 25%

By Region: North America: 40%, Europe: 30%, Asia Pacific: 20%, Latin America-5%, and

Middle East & Africa- 5%

The report includes the study of key players offering AI Model Risk Management solutions. It profiles major vendors in the AI Model Risk Management market. The major players in the AI Model Risk Management market include Microsoft (US), IBM (US), SAS Institute (US), AWS (US), H2O.ai (US), Google (US), LogicGate (US), LogicManager (US), C3 AI (US), MathWorks (US), Alteryx (US), DataBricks (US), Robust Intelligence (US), CIMCON Software (US), Empowered Systems (UK), Mitratech (US), Yields.io (Belgium), MeticStream (US), iManage (US), UpGuard (US), Apparity (US), AuditBoard (US), NAVEX Global (US), Scrut Automation (India), DataTron (US), Krista (US), Fairly AI (Canada), ModelOp (US), Armilla AI (Canada), Crowe (US), and ValidMind (US).

Research Coverage

The AI Model Risk Management market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred AI Model Risk Management providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market’s prospects.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall AI Model Risk Management market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the market's pulse and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (Rising need to automate risk assessment for degraded manual errors, increasing need to establish robust security protocols, monitor compliance, and respond effectively to emerging threats, and rising need to automate the model lifecycle, improve efficiency, and surge the quality of the final production models), restraints (Increasing cybersecurity risks such as data breaches and model tampering, and stringent Regulations and risk frameworks), opportunities (Emergence of Generative AI for automating compliance audits and efficiently managing risks, and the advent of reinforcement learning and deep learning to handle intricate risk scenarios across the BFSI sector), and challenges (Complex model interpretation and validation process, real-time model monitoring could be time-consuming, and the data privacy issues with AI and ML).

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI Model Risk Management market.

Market Development: Comprehensive information about lucrative markets – the report analyses the AI Model Risk Management market across varied regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI Model Risk Management market.

Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, including Microsoft (US), IBM (US), SAS Institute (US), AWS (US), Google (US), C3 AI (US), and H2O.ai (US) among others in the AI model risk management market strategies. The report also helps stakeholders understand the pulse of the AI model risk management market and provides them with information on key market drivers, restraints, challenges, and opportunities.

List of Tables

Table 1 Usd Exchange Rates, 2019–2023

Table 2 Primary Interviews

Table 3 Factor Analysis

Table 4 Impact Of Generative Ai On Ai Model Risk Management Market

Table 5 Ai Model Risk Management Market Size And Growth Rate,

2019–2023 (Usd Million, Y-o-y %)

Table 6 Ai Model Risk Management Market Size And Growth Rate,

2024–2029 (Usd Million, Y-o-y %)

Table 7 Ai Model Risk Management Market: Ecosystem

Table 8 Ai Model Risk Management Market: Detailed List Of Conferences And Events, 2024–2025

Table 9 North America: List Of Regulatory Bodies, Government Agencies, And Other Organizations

Table 10 Europe: List Of Regulatory Bodies, Government Agencies, And Other Organizations

Table 11 Asia Pacific: List Of Regulatory Bodies, Government Agencies, And Other Organizations

Table 12 Middle East & Africa: List Of Regulatory Bodies, Government Agencies, And Other Organizations

Table 13 Latin America: List Of Regulatory Bodies, Government Agencies, And Other Organizations

Table 14 Patents Filed, 2013–2023

Table 15 Ai Model Risk Management Market: Top 20 Patent Owners, 2013–2023

Table 16 Ai Model Risk Management Market: List Of Patents Granted, 2022–2023

Table 17 Average Selling Price Of Key Players For Top 3 Applications

Table 18 Indicative Pricing Of Ai Model Risk Management Offerings

Table 19 Ai Model Risk Management Market: Impact Of Porter’s Five Forces

Table 20 Influence Of Stakeholders On Buying Process For Top 3 Verticals

Table 21 Key Buying Criteria For Top 3 Verticals

Table 22 Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 23 Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 24 Ai Model Risk Management Market, By Software Type,

2019–2023 (Usd Million)

Table 25 Ai Model Risk Management Market, By Software Type,

2024–2029 (Usd Million)

Table 26 Ai Model Risk Management Market, By Model Management Software Type, 2019–2023 (Usd Million)

Table 27 Ai Model Risk Management Market, By Model Management Software Type, 2024–2029 (Usd Million)

Table 28 Model Management: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 29 Model Management: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 30 Monitoring And Performance: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 31 Monitoring And Performance: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 32 Testing And Validation: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 33 Testing And Validation: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 34 Governance And Compliance: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 35 Testing And Validation: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 36 Automated Retraining And Development: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 37 Automated Retraining And Development: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 38 Collaboration Development: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 39 Collaboration Development: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 40 Bias Detection And Fairness Tools: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 41 Bias Detection And Fairness Tools: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 42 Explainable Ai Tools: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 43 Explainable Ai Tools: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 44 Risk Scoring And Stress Testing Tools: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 45 Risk Scoring And Stress Testing Tools: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 46 Security And Privacy Management Tools: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 47 Security And Privacy Management Tools: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 48 Reporting And Analytics Tools: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 49 Reporting And Analytics Tools: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 50 Ai Model Risk Management Market, By Deployment Mode, 2019–2023 (Usd Million)

Table 51 Ai Model Risk Management Market, By Deployment Mode, 2024–2029 (Usd Million)

Table 52 On-premises: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 53 On-premises: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 54 Cloud: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 55 Cloud: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 56 Ai Model Risk Management Market, By Service, 2019–2023 (Usd Million)

Table 57 Ai Model Risk Management Market, By Service, 2024–2029 (Usd Million)

Table 58 Services: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 59 Services: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 60 Ai Model Risk Management Market, By Professional Service,

2019–2023 (Usd Million)

Table 61 Ai Model Risk Management Market, By Professional Service,

2024–2029 (Usd Million)

Table 62 Professional Services: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 63 Professional Services: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 64 Consulting & Advisory: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 65 Consulting & Advisory: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 66 Integration & Deployment: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 67 Integration & Deployment: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 68 Support & Maintenance: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 69 Support & Maintenance: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 70 Training & Education: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 71 Training & Education: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 72 Managed Services: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 73 Managed Services: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 74 Ai Model Risk Management Market, By Risk Type,

2019–2023 (Usd Million)

Table 75 Ai Model Risk Management Market, By Risk Type,

2024–2029 (Usd Million)

Table 76 Security Risk: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 77 Security Risk: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 78 Ethical Risk: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 79 Ethical Risk: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 80 Operational Risk: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 81 Operational Risk: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 82 Ai Model Risk Management Market, By Application,

2019–2023 (Usd Million)

Table 83 Ai Model Risk Management Market, By Application,

2024–2029 (Usd Million)

Table 84 Sentiment Analysis: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 85 Sentiment Analysis: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 86 Fraud Detection And Risk Reduction: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 87 Fraud Detection And Risk Reduction: Ai Model Risk Management Market By Region, 2024–2029 (Usd Million)

Table 88 Model Inventory Management: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 89 Model Inventory Management: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 90 Data Classification And Labeling: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 91 Data Classification And Labeling: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 92 Regulatory Compliance Monitoring: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 93 Regulatory Compliance Monitoring: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 94 Customer Segmentation And Targeting: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 95 Customer Segmentation And Targeting: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 96 Other Applications: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 97 Other Applications: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 98 Ai Model Risk Management Market, By Vertical, 2019–2023 (Usd Million)

Table 99 Ai Model Risk Management Market, By Vertical 2024–2029 (Usd Million)

Table 100 Bfsi: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 101 Bfsi: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 102 Retail & Ecommerce: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 103 Retail & Ecommerce: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 104 Telecom: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 105 Telecom: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 106 Manufacturing: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 107 Manufacturing: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 108 Healthcare & Life Sciences: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 109 Healthcare & Life Sciences: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 110 Media & Entertainment: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 111 Media & Entertainment: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 112 It & Ites: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 113 It & Ites: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 114 Government & Public Sector: Ai Model Risk Management Market,

By Region, 2019–2023 (Usd Million)

Table 115 Government & Public Sector: Ai Model Risk Management Market,

By Region, 2024–2029 (Usd Million)

Table 116 Other Verticals: Ai Model Risk Management Market, By Region,

2019–2023 (Usd Million)

Table 117 Other Verticals: Ai Model Risk Management Market, By Region,

2024–2029 (Usd Million)

Table 118 Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 119 Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 120 North America: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 121 North America: Ai Model Risk Management Market By Offering,

2024–2029 (Usd Million)

Table 122 North America: Ai Model Risk Management Software Market, By Type, 2019–2023 (Usd Million)

Table 123 North America: Ai Model Risk Management Software Market, By Type, 2024–2029 (Usd Million)

Table 124 North America: Ai Model Risk Management Market, By Model Management Software Type, 2019–2023 (Usd Million)

Table 125 North America: Ai Model Risk Management Market, By Model Management Software Type, 2024–2029 (Usd Million)

Table 126 North America: Ai Model Risk Management Market, By Deployment Mode, 2019–2023 (Usd Million)

Table 127 North America: Ai Model Risk Management Market, By Deployment Mode, 2024–2029 (Usd Million)

Table 128 North America: Ai Model Risk Management Market, By Service, 2019–2023 (Usd Million)

Table 129 North America: Ai Model Risk Management Market, By Service, 2024–2029 (Usd Million)

Table 130 North America: Ai Model Risk Management Market, By Professional Service, 2019–2023 (Usd Million)

Table 131 North America: Ai Model Risk Management Market, By Professional Service, 2024–2029 (Usd Million)

Table 132 North America: Ai Model Risk Management Market, By Risk Type,

2019–2023 (Usd Million)

Table 133 North America: Ai Model Risk Management Market, By Risk Type,

2024–2029 (Usd Million)

Table 134 North America: Ai Model Risk Management Market, By Application, 2019–2023 (Usd Million)

Table 135 North America: Ai Model Risk Management Market, By Application, 2024–2029 (Usd Million)

Table 136 North America: Ai Model Risk Management Market, By Vertical,

2019–2023 (Usd Million)

Table 137 North America: Ai Model Risk Management Market, By Vertical,

2024–2029 (Usd Million)

Table 138 North America: Ai Model Risk Management Market, By Country,

2019–2023 (Usd Million)

Table 139 North America: Ai Model Risk Management Market, By Country,

2024–2029 (Usd Million)

Table 140 Us: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 141 Us: Ai Model Risk Management Market By Offering,

2024–2029 (Usd Million)

Table 142 Canada: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 143 Canada: Ai Model Risk Management Market By Offering,

2024–2029 (Usd Million)

Table 144 Europe: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 145 Europe: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 146 Europe: Ai Model Risk Management Software Market, By Type,

2019–2023 (Usd Million)

Table 147 Europe: Ai Model Risk Management Software Market, By Type,

2024–2029 (Usd Million)

Table 148 Europe: Ai Model Risk Management Market, By Model Management Software Type, 2019–2023 (Usd Million)

Table 149 Europe: Ai Model Risk Management Market, By Model Management Software Type, 2024–2029 (Usd Million)

Table 150 Europe: Ai Model Risk Management Market, By Deployment Mode, 2019–2023 (Usd Million)

Table 151 Europe: Ai Model Risk Management Market, By Deployment Mode, 2024–2029 (Usd Million)

Table 152 Europe: Ai Model Risk Management Market, By Service,

2019–2023 (Usd Million)

Table 153 Europe: Ai Model Risk Management Market, By Service,

2024–2029 (Usd Million)

Table 154 Europe: Ai Model Risk Management Market, By Professional Service, 2019–2023 (Usd Million)

Table 155 Europe: Ai Model Risk Management Market, By Professional Service, 2024–2029 (Usd Million)

Table 156 Europe: Ai Model Risk Management Market, By Risk Type,

2019–2023 (Usd Million)

Table 157 Europe: Ai Model Risk Management Market, By Risk Type,

2024–2029 (Usd Million)

Table 158 Europe: Ai Model Risk Management Market, By Application,

2019–2023 (Usd Million)

Table 159 Europe: Ai Model Risk Management Market, By Application,

2024–2029 (Usd Million)

Table 160 Europe: Ai Model Risk Management Market, By Vertical,

2019–2023 (Usd Million)

Table 161 Europe: Ai Model Risk Management Market, By Vertical,

2024–2029 (Usd Million)

Table 162 Europe: Ai Model Risk Management Market, By Country,

2019–2023 (Usd Million)

Table 163 Europe: Ai Model Risk Management Market, By Country,

2024–2029 (Usd Million)

Table 164 Uk: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 165 Uk: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 166 Germany: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 167 Germany: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 168 Asia Pacific: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 169 Asia Pacific: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 170 Asia Pacific: Ai Model Risk Management Software Market, By Type, 2019–2023 (Usd Million)

Table 171 Asia Pacific: Ai Model Risk Management Software Market, By Type, 2024–2029 (Usd Million)

Table 172 Asia Pacific: Ai Model Risk Management Market, By Model Management Software Type, 2019–2023 (Usd Million)

Table 173 Asia Pacific: Ai Model Risk Management Market, By Model Management Software Type, 2024–2029 (Usd Million)

Table 174 Asia Pacific: Ai Model Risk Management Market, By Deployment Mode, 2019–2023 (Usd Million)

Table 175 Asia Pacific: Ai Model Risk Management Market, By Deployment Mode, 2024–2029 (Usd Million)

Table 176 Asia Pacific: Ai Model Risk Management Market, By Service,

2019–2023 (Usd Million)

Table 177 Asia Pacific: Ai Model Risk Management Market, By Service,

2024–2029 (Usd Million)

Table 178 Asia Pacific: Ai Model Risk Management Market, By Professional Service, 2019–2023 (Usd Million)

Table 179 Asia Pacific: Ai Model Risk Management Market, By Professional Service, 2024–2029 (Usd Million)

Table 180 Asia Pacific: Ai Model Risk Management Market, By Risk Type,

2019–2023 (Usd Million)

Table 181 Asia Pacific: Ai Model Risk Management Market, By Risk Type,

2024–2029 (Usd Million)

Table 182 Asia Pacific: Ai Model Risk Management Market, By Application,

2019–2023 (Usd Million)

Table 183 Asia Pacific: Ai Model Risk Management Market, By Application,

2024–2029 (Usd Million)

Table 184 Asia Pacific: Ai Model Risk Management Market, By Vertical,

2019–2023 (Usd Million)

Table 185 Asia Pacific: Ai Model Risk Management Market, By Vertical,

2024–2029 (Usd Million)

Table 186 Asia Pacific: Ai Model Risk Management Market, By Country,

2019–2023 (Usd Million)

Table 187 Asia Pacific: Ai Model Risk Management Market, By Country,

2024–2029 (Usd Million)

Table 188 Asia Pacific: Ai Model Risk Management Market, By Asean Country, 2019–2023 (Usd Million)

Table 189 Asia Pacific: Ai Model Risk Management Market, By Asean Country, 2024–2029 (Usd Million)

Table 190 Middle East & Africa: Ai Model Risk Management Market, By Offering, 2019–2023 (Usd Million)

Table 191 Middle East & Africa: Ai Model Risk Management Market, By Offering, 2024–2029 (Usd Million)

Table 192 Middle East & Africa: Ai Model Risk Management Software Market,

By Type, 2019–2023 (Usd Million)

Table 193 Middle East & Africa: Ai Model Risk Management Software Market,

By Type, 2024–2029 (Usd Million)

Table 194 Middle East & Africa: Ai Model Risk Management Market, By Model Management Software Type, 2019–2023 (Usd Million)

Table 195 Middle East & Africa: Ai Model Risk Management Market, By Model Management Software Type, 2024–2029 (Usd Million)

Table 196 Middle East & Africa: Ai Model Risk Management Market, By Deployment Mode, 2019–2023 (Usd Million)

Table 197 Middle East & Africa: Ai Model Risk Management Market, By Deployment Mode, 2024–2029 (Usd Million)

Table 198 Middle East & Africa: Ai Model Risk Management Market, By Service, 2019–2023 (Usd Million)

Table 199 Middle East & Africa: Ai Model Risk Management Market, By Service, 2024–2029 (Usd Million)

Table 200 Middle East & Africa: Ai Model Risk Management Market,

By Professional Service, 2019–2023 (Usd Million)

Table 201 Middle East & Africa: Ai Model Risk Management Market,

By Professional Service, 2024–2029 (Usd Million)

Table 202 Middle East & Africa: Ai Model Risk Management Market, By Risk Type, 2019–2023 (Usd Million)

Table 203 Middle East & Africa: Ai Model Risk Management Market, By Risk Type, 2024–2029 (Usd Million)

Table 204 Middle East & Africa: Ai Model Risk Management Market, By Application, 2019–2023 (Usd Million)

Table 205 Middle East & Africa: Ai Model Risk Management Market, By Application, 2024–2029 (Usd Million)

Table 206 Middle East & Africa: Ai Model Risk Management Market, By Vertical, 2019–2023 (Usd Million)

Table 207 Middle East & Africa: Ai Model Risk Management Market, By Vertical, 2024–2029 (Usd Million)

Table 208 Middle East & Africa: Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 209 Middle East & Africa: Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 210 Middle East & Africa: Ai Model Risk Management Market, By Middle East Country, 2019–2023 (Usd Million)

Table 211 Middle East & Africa: Ai Model Risk Management Market, By Middle East Country, 2024–2029 (Usd Million)

Table 212 Saudi Arabia: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 213 Saudi Arabia: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 214 Uae: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 215 Uae: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 216 Latin America: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 217 Latin America: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 218 Latin America: Ai Model Risk Management Software Market, By Type, 2019–2023 (Usd Million)

Table 219 Latin America: Ai Model Risk Management Software Market, By Type, 2024–2029 (Usd Million)

Table 220 Latin America: Ai Model Risk Management Market, By Model Management Software Type, 2019–2023 (Usd Million)

Table 221 Latin America: Ai Model Risk Management Market, By Model Management Software Type, 2024–2029 (Usd Million)

Table 222 Latin America: Ai Model Risk Management Market, By Deployment Mode, 2019–2023 (Usd Million)

Table 223 Latin America: Ai Model Risk Management Market, By Deployment Mode, 2024–2029 (Usd Million)

Table 224 Latin America: Ai Model Risk Management Market, By Service,

2019–2023 (Usd Million)

Table 225 Latin America: Ai Model Risk Management Market, By Service,

2024–2029 (Usd Million)

Table 226 Latin America: Ai Model Risk Management Market, By Professional Service, 2019–2023 (Usd Million)

Table 227 Latin America: Ai Model Risk Management Market, By Professional Service, 2024–2029 (Usd Million)

Table 228 Latin America: Ai Model Risk Management Market, By Risk Type,

2019–2023 (Usd Million)

Table 229 Latin America: Ai Model Risk Management Market, By Risk Type,

2024–2029 (Usd Million)

Table 230 Latin America: Ai Model Risk Management Market, By Application,

2019–2023 (Usd Million)

Table 231 Latin America: Ai Model Risk Management Market, By Application,

2024–2029 (Usd Million)

Table 232 Latin America: Ai Model Risk Management Market, By Vertical,

2019–2023 (Usd Million)

Table 233 Latin America: Ai Model Risk Management Market, By Vertical,

2024–2029 (Usd Million)

Table 234 Latin America: Ai Model Risk Management Market, By Country,

2019–2023 (Usd Million)

Table 235 Latin America: Ai Model Risk Management Market, By Country,

2024–2029 (Usd Million)

Table 236 Brazil: Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 237 Brazil: Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 238 Overview Of Strategies Adopted By Key Ai Model

Risk Management Vendors

Table 239 Ai Model Risk Management Market: Degree Of Competition

Table 240 Ai Model Risk Management Market: Regional Footprint

Table 241 Ai Model Risk Management Market: Application Footprint

Table 242 Ai Model Risk Management Market: Vertical Footprint

Table 243 Ai Model Risk Management Market: Product Footprint

Table 244 Ai Model Risk Management Market: Detailed List Of Key Startups/Smes

Table 245 Ai Model Risk Management Market: Competitive Benchmarking

Of Startups/Smes

Table 246 Ai Model Risk Management Market: Product Launches & Enhancements, January 2021–may 2024

Table 247 Ai Model Risk Management Market: Deals, January 2021–may 2024

Table 248 Microsoft: Company Overview

Table 249 Microsoft: Products/Solutions/Services Offered

Table 250 Microsoft: Product Launches & Enhancements

Table 251 Microsoft: Deals

Table 252 Ibm: Company Overview

Table 253 Ibm: Products/Solutions/Services Offered

Table 254 Ibm: Product Launches & Enhancements

Table 255 Ibm: Deals

Table 256 Ibm: Others

Table 257 Sas Institute: Company Overview

Table 258 Sas Institute: Products/Solutions/Services Offered

Table 259 Sas Institute: Deals

Table 260 Aws: Company Overview

Table 261 Aws: Products/Solutions/Services Offered

Table 262 Aws: Product Launches & Enhancements

Table 263 Aws: Deals

Table 264 Google: Company Overview

Table 265 Google: Products/Solutions/Services Offered

Table 266 Google: Deals

Table 267 H2o.Ai: Company Overview

Table 268 H2o.Ai: Products/Solutions/Services Offered

Table 269 H2o.Ai: Product Launches & Enhancements

Table 270 Logicgate: Company Overview

Table 271 Logicgate: Products/Solutions/Services Offered

Table 272 Logicgate: Deals

Table 273 Logicmanager: Company Overview

Table 274 Logicmanager: Products/Solutions/Services Offered

Table 275 C3 Ai: Company Overview

Table 276 C3 Ai: Products/Solutions/Services Offered

Table 277 C3 Ai: Deals

Table 278 Mathworks: Company Overview

Table 279 Mathworks: Products/Solutions/Services Offered

Table 280 Mathworks: Deals

Table 281 Generative Ai Market, By Offering, 2019–2023 (Usd Million)

Table 282 Generative Ai Market, By Offering, 2024–2030 (Usd Million)

Table 283 Generative Ai Market, By Data Modality, 2019–2023 (Usd Million)

Table 284 Generative Ai Market, By Data Modality, 2024–2030 (Usd Million)

Table 285 Generative Ai Market, By Application, 2019–2023 (Usd Million)

Table 286 Generative Ai Market, By Application, 2024–2030 (Usd Million)

Table 287 Generative Ai Market, By Vertical, 2019–2023 (Usd Million)

Table 288 Generative Ai Market, By Vertical, 2024–2030 (Usd Million)

Table 289 Generative Ai Market, By Region, 2019–2023 (Usd Million)

Table 290 Generative Ai Market, By Region, 2024–2030 (Usd Million)

Table 291 Mlops Market, By Component, 2018–2021 (Usd Million)

Table 292 Mlops Market, By Component, 2022–2027 (Usd Million)

Table 293 Mlops Market, By Deployment Mode, 2018–2021 (Usd Million)

Table 294 Mlops Market, By Deployment Mode, 2022–2027 (Usd Million)

Table 295 Mlops Market, By Organization Size, 2018–2021 (Usd Million)

Table 296 Mlops Market, By Organization Size, 2022–2027 (Usd Million)

Table 297 Mlops Market, By Vertical, 2018–2021 (Usd Million)

Table 298 Mlops Market, By Vertical, 2022–2027 (Usd Million)

Table 299 Mlops Market, By Region, 2018–2021 (Usd Million)

Table 300 Mlops Market, By Region, 2022–2027 (Usd Million)

List of Figures

Figure 1 Ai Model Risk Management Market: Research Design

Figure 2 Data Triangulation

Figure 3 Ai Model Risk Management Market: Top-down And Bottom-up Approaches

Figure 4 Approach 1, Bottom-up (Supply-side): Revenue From Software/Services Of Ai Model Risk Management Market

Figure 5 Approach 2, Bottom-up (Supply-side): Collective Revenue From All Software/Services Of Ai Model Risk Management Market

Figure 6 Approach 3, Bottom-up (Supply-side): Collective Revenue From All Software/Services Of Ai Model Risk Management Market

Figure 7 Approach 4, Bottom-up (Demand-side): Share Of Ai Model Risk Management Through Overall Digital Solutions Spending

Figure 8 Software Segment To Dominate Market In 2024

Figure 9 Model Management Segment To Hold Largest Market Share In 2024

Figure 10 Cloud Segment To Dominate Market In 2024

Figure 11 Monitoring & Performance Segment To Account For Largest Market Share In 2024

Figure 12 Professional Services Segment To Lead Market In 2024

Figure 13 Integration & Deployment Segment To Hold Largest Market Share

In 2024

Figure 14 Security Risk Segment To Lead Market In 2024

Figure 15 Fraud Detection & Risk Reduction Segment To Account For Largest Market Share In 2024

Figure 16 Bfsi Segment To Hold Largest Market Size In 2024

Figure 17 Asia Pacific To Register Highest Cagr During Forecast Period

Figure 18 Rising Need To Automate Risk Assessment For Degraded Manual Errors To Drive Market

Figure 19 Sentiment Analysis Segment To Register Highest Cagr During

Forecast Period

Figure 20 Software And Professional Services Segments To Hold Largest Market Shares In North America In 2024

Figure 21 North America To Hold Largest Market Share In 2024

Figure 22 Ai Model Risk Management Market: Drivers, Restraints, Opportunities, And Challenges

Figure 23 Evolution Of Ai Model Risk Management Market

Figure 24 Ai Model Risk Management Market: Supply Chain Analysis

Figure 25 Ai Model Risk Management Market Ecosystem: Key Players

Figure 26 Ai Model Risk Management Market: Investment Landscape And Funding Scenario (Usd Million And Number Of Funding Rounds)

Figure 27 Number Of Patents Granted To Vendors In Last 10 Years

Figure 28 Top 10 Patent Applicants In Last 10 Years

Figure 29 Regional Analysis Of Patents Granted, 2013–2023

Figure 30 Average Selling Price Of Key Players For Top 3 Applications

Figure 31 Porter’s Five Forces Analysis

Figure 32 Trends/Disruptions Impacting Customer Business

Figure 33 Influence Of Stakeholders On Buying Process For Top 3 Applications

Figure 34 Key Buying Criteria For Top 3 Applications

Figure 35 Services Segment To Register Highe