AI Governance Market by Functionality (Model Lifecycle Management, Risk & Compliance, Monitoring & Auditing, Ethics & Responsible AI), Product Type (End-to-end AI Governance Platforms, MLOps & LLMOps Tools, Data Privacy Tools) - Global Forecast to 2029

AI Governance Market by Functionality (Model Lifecycle Management, Risk & Compliance, Monitoring & Auditing, Ethics & Responsible AI), Product Type (End-to-end AI Governance Platforms, MLOps & LLMOps Tools, Data Privacy Tools) - Global Forecast to 2029

The AI governance market is projected to grow from USD 890.6 million in 2024 to USD 5,776.0 million in 2029, with a CAGR of 45.3% during 2024–2029. The AI governance market is expected to experience substantial expansion in the next few years, fueled by growing recognition of the importance of risk management in AI deployments. Organizations have been investing more in AI governance tools as they realize the criticality of controlling AI risks. Regulated industries in finance and healthcare are leading the way in creating governance solutions for compliance with strict regulations. Increasing demands for trust, transparency, and accountability in using AI systems drive the market further as organizations emphasize responsible and ethical use of AI in various sectors.

“By product type, MLOps tools segment is expected to register the fastest market growth rate during the forecast period.”

MLOps tools are expected to mark the highest growth rate during the forecast period as they streamline the entire development, deployment, and monitoring of machine learning models. This, in turn, enables management of the version control and continuous integration of models in a compliant manner with the regulatory standards, adding more transparency to the process. The sheer complexity of AI models and their requirements has been a giant factor that has moved organizations toward the adoption of MLOps tools, as these tools take care of complete AI lifecycle from data handling to real-time monitoring. Also, increased demand for governance and risk management model accountability in regulated industries fuels their growth.

“By functionality, risk management & compliance is expected to register the fastest market growth rate during the forecast period.”

Risk management and compliance is expected to register the fastest market growth rate in the AI governance market as regulations continue to pile while the complexity in AI systems increases. Businesses in all industries understand that they need to factor in the risk related to bias, fairness, and transparency in AI models, especially in strictly regulated sectors such as finance, healthcare, and insurance. For example, AI-based governance solutions are being applied by financial firms to adhere to regulations of GDPR within the European Union, or the Fair Lending Act in U.S., which strictly monitors the usage of data and algorithms used in various decision-making processes. Healthcare organizations apply AI governance frameworks for the purpose of risk minimization and improving patient safety through AI-based diagnostic tools while being HIPAA compliant.

“By region, North America to have the largest market share in 2024, and Asia Pacific is slated to grow at the fastest rate during the forecast period.”

North America will remain the market leader in 2024, driven by a robust and well-established AI ecosystem, alongside a substantial number of AI related regulations. Early adoption of AI technologies by leading tech companies, such as IBM, Microsoft, and Google, based in the U.S., drives AI governance in this region through embedding strong tools for compliance and risk management into their offerings. Besides, the U.S. government is proactively drafting new regulations regarding AI. For instance, a governance framework is being developed for enterprises, encouraged by the country’s National AI Initiative Act.

Meanwhile, the growth in the AI governance market is expected to be the fastest in the Asia Pacific region. Here, AI adoption in China, Japan, and South Korea is occurring at a steep pace. These countries have substantial investments in AI technologies across sectors such as manufacturing, healthcare, and finance. Thus, there is growing demand for governance structures that ensure conformity with locally developing regulations. For instance, the AI regulations which will be implemented by China will focus on the visibility of the transparency and the decrease of biases in AI. This has resulted in investments into the solution for AI governance.

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 governance market.

By Company: Tier I – 28%, Tier II – 41%, and Tier III – 31%

By Designation: C-Level Executives – 36%, D-Level Executives – 40%, and others – 24%

By Region: North America – 35%, Europe – 21%, Asia Pacific – 30%, Middle East & Africa – 8%, and Latin America – 6%

The report includes the study of key players offering AI governance solutions. It profiles major vendors in the AI governance market. The major players in the AI governance market include Microsoft (US), IBM (US), Google (US), Salesforce (US), SAP (Germany), AWS (US), SAS Institute (US), FICO (US), Accenture (Ireland), Qlik (US), H2O.AI (US), Alteryx (US), DataRobot (UK), Dataiku (US), Domino Data Lab (US), SparkCognition (US), Collibra (US), OneTrust (US), Quest Software (US), Fiddler AI (US), Untangle AI (Singapore), 2021.AI (Denmark), Howso (US), Monitaur (US), Mind Foundry (UK), Credo AI (US), Holistic AI (UK), Fairly AI (Canada), Enzai (UK), ValidMind (US), FairNow (US), Mona Labs (US), Arthur AI (US), Trustible (US), Atlan (Singapore), ModelOp (US), Neptune AI (Poland), Patronus AI (US), and Datatron (US).

Research coverage

This research report categorizes the AI governance Market by Product Type (Data Privacy Tools, End-To-End AI Governance Platforms, Data Governance Platforms, MLOps Tools, LLMOps Tools, Responsible AI Toolkits, AI Governance Consulting Services, and AI Governance as a Service), by Functionality (Model Lifecycle Management, Risk Management & Compliance, Monitoring & Auditing, Transparency & Explainability, Data Governance, Ethics & Responsible AI, and Others), by End User (BFSI, Telecommunications, Government & Defense, Healthcare & Life Sciences, Manufacturing, Media & Entertainment, Retail & Consumer Goods, Software & Technology Providers, Automotive, and other enterprises), and by Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the AI governance market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the AI governance market. Competitive analysis of upcoming startups in the AI governance market ecosystem is covered in this report.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI governance market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market 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 (Increasing regulatory compliance pressures driving organizations to adopt governance frameworks, awareness of risk mitigation efforts prompting investments in AI governance tools, AI governance adoption in regulated industries fuels growth of governance solutions, demand for trust and transparency expanding the AI governance market), restraints (Lack of harmonized global standards for AI governance, high costs of implementing AI governance frameworks, and complexity in monitoring and managing AI models post-deployment), opportunities (Growing demand for ethical AI creates opportunities in bias mitigation solutions, integration with MLOps platforms expands the governance market, growth in AI adoption by SMEs fuels demand for scalable governance solutions, emerging regulatory frameworks open new market segments), and challenges (Resistance to change in established workflows, and limited understanding of AI risks and governance needs).

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

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

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

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Microsoft (US), IBM (US), Google (US), Salesforce (US), SAP (Germany), AWS (US), SAS Institute (US), FICO (US), Accenture (Ireland), Qlik (US), H2O.AI (US), Alteryx (US), DataRobot (UK), Dataiku (US), Domino Data Lab (US), SparkCognition (US), Collibra (US), OneTrust (US), Quest Software (US), Fiddler AI (US), Untangle AI (Singapore), 2021.AI (Denmark), Howso (US), Monitaur (US), Mind Foundry (UK), and Credo AI (US) among others in the AI governance market. The report also helps stakeholders understand the pulse of the AI governance market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Tables List

Table 1 Detailed Segmentation Of Ai Governance Market

Table 2 United States Dollar Exchange Rate, 2019–2023

Table 3 List Of Primary Interviews

Table 4 Factor Analysis

Table 5 Global Ai Governance Market Size And Growth Rate,

2019–2023 (Usd Million, Y-o-y)

Table 6 Global Ai Governance Market Size And Growth Rate,

2024–2029 (Usd Million, Y-o-y)

Table 7 Pricing Data Of Ai Governance Solutions, By Product Type

Table 8 Pricing Data Of Ai Governance Solutions, By Functionality

Table 9 Ai Governance Market: Ecosystem

Table 10 Patents Filed, 2015–2024

Table 11 Top 20 Patent Owners In Ai Governance Market, 2015–2024

Table 12 List Of Few Patents In Ai Governance Market, 2022–2024

Table 13 Ai Governance Market: Detailed List Of Conferences & Events,

2024–2025

Table 14 North America: List Of Regulatory Bodies, Government Agencies,

And Other Organizations

Table 15 Europe: List Of Regulatory Bodies, Government Agencies,

And Other Organizations

Table 16 Asia Pacific: List Of Regulatory Bodies, Government Agencies,

And Other Organizations

Table 17 Middle East & Africa: List Of Regulatory Bodies, Government Agencies, And Other Organizations

Table 18 Latin America: List Of Regulatory Bodies, Government Agencies,

And Other Organizations

Table 19 Porters’ Five Forces’ Impact On Ai Governance Market

Table 20 Influence Of Stakeholders On Buying Process For Top Three End Users

Table 21 Key Buying Criteria For Top Three End Users

Table 22 Ai Governance Market, By Product Type, 2019–2023 (Usd Million)

Table 23 Ai Governance Market, By Product Type, 2024–2029 (Usd Million)

Table 24 Data Privacy Tools: Ai Governance Market, By Region,

2019–2023 (Usd Million)

Table 25 Data Privacy Tools: Ai Governance Market, By Region,

2024–2029 (Usd Million)

Table 26 End-to-end Ai Governance Platforms: Ai Governance Market, By Region, 2019–2023 (Usd Million)

Table 27 End-to-end Ai Governance Platforms: Ai Governance Market, By Region, 2024–2029 (Usd Million)

Table 28 Data Governance Platforms: Ai Governance Market, By Region,

2019–2023 (Usd Million)

Table 29 Data Governance Platforms: Ai Governance Market, By Region,

2024–2029 (Usd Million)

Table 30 Mlops Tools: Ai Governance Market, By Region, 2019–2023 (Usd Million)

Table 31 Mlops Tools: Ai Governance Market, By Region, 2024–2029 (Usd Million)

Table 32 Model Development: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 33 Model Development: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 34 Model Deployment: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 35 Model Deployment: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 36 Model Monitoring: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 37 Model Monitoring: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 38 Llmops Tools: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 39 Llmops Tools: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 40 Responsible Ai Toolkits: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 41 Responsible Ai Toolkits: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 42 Ai Governance Consulting Services: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 43 Ai Governance Consulting Services: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 44 Ai Governance As A Service: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 45 Ai Governance As A Service: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 46 Ai Governance Market, By Functionality, 2019–2023 (Usd Million)

Table 47 Ai Governance Market, By Functionality, 2024–2029 (Usd Million)

Table 48 Model Lifecycle Management: Ai Governance Market, By Type,

2019–2023 (Usd Million)

Table 49 Model Lifecycle Management: Ai Governance Market, By Type,

2024–2029 (Usd Million)

Table 50 Automated Versioning: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 51 Automated Versioning: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 52 Model-in-production Management: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 53 Model-in-production Management: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 54 Ai Inventory Management: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 55 Ai Inventory Management: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 56 Model Divergence Detection: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 57 Model Divergence Detection: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 58 Risk Management & Compliance: Ai Governance Market, By Type,

2019–2023 (Usd Million)

Table 59 Risk Management & Compliance: Ai Governance Market, By Type,

2024–2029 (Usd Million)

Table 60 Model Risk Management: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 61 Model Risk Management: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 62 Regulatory Compliance: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 63 Regulatory Compliance: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 64 Risk Identification & Mitigation: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 65 Risk Identification & Mitigation: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 66 Third-party Risk Evaluation: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 67 Third-party Risk Evaluation: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 68 Monitoring & Auditing: Ai Governance Market, By Type,

2019–2023 (Usd Million)

Table 69 Monitoring & Auditing: Ai Governance Market, By Type,

2024–2029 (Usd Million)

Table 70 Ai Model Monitoring: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 71 Ai Model Monitoring: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 72 Drift & Bias Mitigation: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 73 Drift & Bias Mitigation: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 74 Anomaly Detection: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 75 Anomaly Detection: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 76 Performance Degradation Alerts: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 77 Performance Degradation Alerts: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 78 Transparency & Explainability: Ai Governance Market, By Type,

2019–2023 (Usd Million)

Table 79 Transparency & Explainability: Ai Governance Market, By Type,

2024–2029 (Usd Million)

Table 80 Model Prediction Explainability: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 81 Model Prediction Explainability: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 82 Model Transparency: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 83 Model Transparency: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 84 Model Documentation & Reporting: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 85 Model Documentation & Reporting: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 86 Data Governance: Ai Governance Market, By Type,

2019–2023 (Usd Million)

Table 87 Data Governance: Ai Governance Market, By Type,

2024–2029 (Usd Million)

Table 88 Data Lineage: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 89 Data Lineage: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 90 Data Discovery & Classification: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 91 Data Discovery & Classification: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 92 Data Provenance: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 93 Data Provenance: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 94 Ethics & Responsible Ai: Ai Governance Market, By Type,

2019–2023 (Usd Thousand)

Table 95 Ethics & Responsible Ai: Ai Governance Market, By Type,

2024–2029 (Usd Thousand)

Table 96 Ai Policy Creation: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 97 Ai Policy Creation: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 98 Policy Breach Alerts: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 99 Policy Breach Alerts: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 100 Ai Ethics Management: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 101 Ai Ethics Management: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 102 Adherence Validation: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 103 Adherence Validation: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 104 Ai Registry: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 105 Ai Registry Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 106 Other Functionality Types: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 107 Other Functionality Types: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 108 Ai Governance Market, By End User, 2019–2023 (Usd Million)

Table 109 Ai Governance Market, By End User, 2024–2029 (Usd Million)

Table 110 Bfsi: Ai Governance Market, By Type, 2019–2023 (Usd Million)

Table 111 Bfsi: Ai Governance Market, By Type, 2024–2029 (Usd Million)

Table 112 Banking: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 113 Banking: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 114 Financial Services: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 115 Financial Services: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 116 Insurance: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 117 Insurance: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 118 Telecommunications: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 119 Telecommunications: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 120 Government & Defense: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 121 Government & Defense: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 122 Healthcare & Life Sciences: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 123 Healthcare & Life Sciences: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 124 Manufacturing: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 125 Manufacturing: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 126 Retail & Consumer Goods: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 127 Retail & Consumer Goods: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 128 Software & Technology Providers: Ai Governance Market, By Type, 2019–2023 (Usd Million)

Table 129 Software & Technology Providers: Ai Governance Market, By Type, 2024–2029 (Usd Million)

Table 130 Software & Technology Providers: Ai Governance Market, By Region, 2019–2023 (Usd Million)

Table 131 Software & Technology Providers: Ai Governance Market, By Region, 2024–2029 (Usd Million)

Table 132 Cloud Hyperscalers: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 133 Cloud Hyperscalers: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 134 Foundation Model/Llm Providers: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 135 Foundation Model/Llm Providers: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 136 Data Annotators: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 137 Data Annotators: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 138 Ai Training Dataset Providers: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 139 Ai Training Dataset Providers: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 140 It & It-enabled Service Providers: Ai Governance Market, By Region, 2019–2023 (Usd Thousand)

Table 141 It & It-enabled Service Providers: Ai Governance Market, By Region, 2024–2029 (Usd Thousand)

Table 142 Automotive: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 143 Automotive: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 144 Media & Entertainment: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 145 Media & Entertainment: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 146 Other End Users: Ai Governance Market, By Region,

2019–2023 (Usd Thousand)

Table 147 Other End Users: Ai Governance Market, By Region,

2024–2029 (Usd Thousand)

Table 148 Ai Governance Market, By Region, 2019–2023 (Usd Million)

Table 149 Ai Governance Market, By Region, 2024–2029 (Usd Million)

Table 150 North America: Ai Governance Market, By Product Type,

2019–2023 (Usd Million)

Table 151 North America: Ai Governance Market, By Product Type,

2024–2029 (Usd Million)

Table 152 North America: Ai Governance Market, By Functionality,

2019–2023 (Usd Million)

Table 153 North America: Ai Governance Market, By Functionality,

2024–2029 (Usd Million)

Table 154 North America: Ai Governance Market, By End User,

2019–2023 (Usd Million)

Table 155 North America: Ai Governance Market, By End User,

2024–2029 (Usd Million)

Table 156 North America: Ai Governance Market, By Country,

2019–2023 (Usd Million)

Table 157 North America: Ai Governance Market, By Country,

2024–2029 (Usd Million)

Table 158 Us: Ai Governance Market, By Product Type, 2019–2023 (Usd Million)

Table 159 Us: Ai Governance Market, By Product Type, 2024–2029 (Usd Million)

Table 160 Canada: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 161 Canada: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 162 Europe: Ai Governance Market, By Product Type,

2019–2023 (Usd Million)

Table 163 Europe: Ai Governance Market, By Product Type,

2024–2029 (Usd Million)

Table 164 Europe: Ai Governance Market, By Functionality,

2019–2023 (Usd Million)

Table 165 Europe: Ai Governance Market, By Functionality,

2024–2029 (Usd Million)

Table 166 Europe: Ai Governance Market, By End User, 2019–2023 (Usd Million)

Table 167 Europe: Ai Governance Market, By End User, 2024–2029 (Usd Million)

Table 168 Europe: Ai Governance Market, By Country, 2019–2023 (Usd Million)

Table 169 Europe: Ai Governance Market, By Country, 2024–2029 (Usd Million)

Table 170 Uk: Ai Governance Market, By Product Type, 2019–2023 (Usd Thousand)

Table 171 Uk: Ai Governance Market, By Product Type, 2024–2029 (Usd Thousand)

Table 172 Germany: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 173 Germany: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 174 France: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 175 France: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 176 Italy: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 177 Italy: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 178 Spain: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 179 Spain: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 180 Netherlands: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 181 Netherlands: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 182 Rest Of Europe: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 183 Rest Of Europe: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 184 Asia Pacific: Ai Governance Market, By Product Type,

2019–2023 (Usd Million)

Table 185 Asia Pacific: Ai Governance Market, By Product Type,

2024–2029 (Usd Million)

Table 186 Asia Pacific: Ai Governance Market, By Functionality,

2019–2023 (Usd Million)

Table 187 Asia Pacific: Ai Governance Market, By Functionality,

2024–2029 (Usd Million)

Table 188 Asia Pacific: Ai Governance Market, By End User,

2019–2023 (Usd Million)

Table 189 Asia Pacific: Ai Governance Market, By End User,

2024–2029 (Usd Million)

Table 190 Asia Pacific: Ai Governance Market, By Country, 2019–2023 (Usd Million)

Table 191 Asia Pacific: Ai Governance Market, By Country, 2024–2029 (Usd Million)

Table 192 China: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 193 China: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 194 India: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 195 India: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 196 Japan: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 197 Japan: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 198 South Korea: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 199 South Korea: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 200 Singapore: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 201 Singapore: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 202 Australia: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 203 Australia: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 204 Rest Of Asia Pacific: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 205 Rest Of Asia Pacific: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 206 Middle East & Africa: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 207 Middle East & Africa: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 208 Middle East & Africa: Ai Governance Market, By Functionality,

2019–2023 (Usd Thousand)

Table 209 Middle East & Africa: Ai Governance Market, By Functionality,

2024–2029 (Usd Thousand)

Table 210 Middle East & Africa: Ai Governance Market, By End User,

2019–2023 (Usd Thousand)

Table 211 Middle East & Africa: Ai Governance Market, By End User,

2024–2029 (Usd Thousand)

Table 212 Middle East & Africa: Ai Governance Market, By Country,

2019–2023 (Usd Thousand)

Table 213 Middle East & Africa: Ai Governance Market, By Country,

2024–2029 (Usd Thousand)

Table 214 Saudi Arabia: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 215 Saudi Arabia: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 216 Uae: Ai Governance Market, By Product Type, 2019–2023 (Usd Thousand)

Table 217 Uae: Ai Governance Market, By Product Type, 2024–2029 (Usd Thousand)

Table 218 Qatar: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 219 Qatar: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 220 Turkey: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 221 Turkey: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 222 Rest Of Middle East: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 223 Rest Of Middle East: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 224 Africa: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 225 Africa: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 226 Latin America: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 227 Latin America: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 228 Latin America: Ai Governance Market, By Functionality,

2019–2023 (Usd Thousand)

Table 229 Latin America: Ai Governance Market, By Functionality,

2024–2029 (Usd Thousand)

Table 230 Latin America: Ai Governance Market, By End User,

2019–2023 (Usd Thousand)

Table 231 Latin America: Ai Governance Market, By End User,

2024–2029 (Usd Thousand)

Table 232 Latin America: Ai Governance Market, By Country,

2019–2023 (Usd Thousand)

Table 233 Latin America: Ai Governance Market, By Country,

2024–2029 (Usd Thousand)

Table 234 Brazil: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 235 Brazil: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 236 Mexico: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 237 Mexico: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 238 Argentina: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 239 Argentina: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 240 Rest Of Latin America: Ai Governance Market, By Product Type,

2019–2023 (Usd Thousand)

Table 241 Rest Of Latin America: Ai Governance Market, By Product Type,

2024–2029 (Usd Thousand)

Table 242 Ai Governance Market: Degree Of Competition

Table 243 Product Type Footprint (19 Companies)

Table 244 Functionality Footprint (19 Companies)

Table 245 End-user Footprint (19 Companies)

Table 246 Regional Footprint (19 Companies)

Table 247 Ai Governance Market: Key Start-ups/Smes

Table 248 Ai Governance Market: Competitive Benchmarking Of

Key Start-ups/Smes

Table 249 Ai Governance Market: Product Launches,

October 2023–september 2024

Table 250 Ai Governance Market: Deals, October 2023–september 2024

Table 251 Ibm: Company Overview

Table 252 Ibm: Products/Solutions/Services Offered

Table 253 Ibm: Product Launches

Table 254 Ibm: Deals

Table 255 Microsoft: Company Overview

Table 256 Microsoft: Products/Solutions/Services Offered

Table 257 Microsoft: Product Launches

Table 258 Google: Company Overview

Table 259 Google: Products/Solutions/Services Offered

Table 260 Salesforce: Company Overview

Table 261 Salesforce: Products/Solutions/Services Offered

Table 262 Salesforce: Product Launches

Table 263 Sap: Company Overview

Table 264 Sap: Products/Solutions/Services Offered

Table 265 Sap: Deals

Table 266 Aws: Company Overview

Table 267 Aws: Products/Solutions/Services Offered

Table 268 Aws: Product Launches

Table 269 Aws: Deals

Table 270 Sas Institute: Company Overview

Table 271 Sas Institute: Products/Solutions/Services Offered

Table 272 Sas Institute: Product Launches

Table 273 Fico: Company Overview

Table 274 Fico: Products/Solutions/Services Offered

Table 275 Meta: Company Overview

Table 276 Meta: Products/Solutions/Services Offered

Table 277 Meta: Deals

Table 278 Accenture: Company Overview

Table 279 Accenture: Products/Solutions/Services Offered

Table 280 Accenture: Deals

Table 281 Monitaur: Business Overview

Table 282 Monitaur: Products/Solutions/Services Offered

Table 283 Monitaur: Product Launches

Table 284 Monitaur: Deals

Table 285 Ai Model Risk Management Market, By Offering,

2019–2023 (Usd Million)

Table 286 Ai Model Risk Management Market, By Offering,

2024–2029 (Usd Million)

Table 287 Ai Model Risk Management Market, By Risk Type,

2019–2023 (Usd Million)

Table 288 Ai Model Risk Management Market, By Risk Type,

2024–2029 (Usd Million)

Table 289 Ai Model Risk Management Market, By Application,

2019–2023 (Usd Million)

Table 290 Ai Model Risk Management Market, By Application,

2024–2029 (Usd Million)

Table 291 Ai Model Risk Management Market, By Vertical, 2019–2023 (Usd Million)

Table 292 Ai Model Risk Management Market, By Vertical 2024–2029 (Usd Million)

Table 293 Ai Model Risk Management Market, By Region, 2019–2023 (Usd Million)

Table 294 Ai Model Risk Management Market, By Region, 2024–2029 (Usd Million)

Table 295 Artificial Intelligence Market, By Offering, 2019–2023 (Usd Billion)

Table 296 Artificial Intelligence Market, By Offering, 2024–2030 (Usd Billion)

Table 297 Artificial Intelligence Market, By Business Function,

2019–2023 (Usd Billion)

Table 298 Artificial Intelligence Market, By Business Function,

2024–2030 (Usd Billion)

Table 299 Artificial Intelligence Market, By Technology, 2019–2023 (Usd Billion)

Table 300 Artificial Intelligence Market, By Technology, 2024–2030 (Usd Billion)

Table 301 Artificial Intelligence Market, By Vertical, 2019–2023 (Usd Billion)

Table 302 Artificial Intelligence Market, By Vertical, 2024–2030 (Usd Billion)

Table 303 Artificial Intelligence Market, By Region, 2019–2023 (Usd Billion)

Table 304 Artificial Intelligence Market, By Region, 2024–2030 (Usd Billion)

Figures List

Figure 1 Ai Governance Market: Research Design

Figure 2 Data Triangulation

Figure 3 Ai Governance Market: Top-down And Bottom-up Approaches

Figure 4 Market Size Estimation Methodology - Approach 1, Bottom-up

(Supply-side): Revenue From Product Types Of Ai Governance Market

Figure 5 Market Size Estimation Methodology- Approach 2, Bottom-up

(Supply-side): Collective Revenue From All Product Types Of Ai Governance Market

Figure 6 Market Size Estimation Methodology-approach 3, Bottom-up

(Supply-side): Collective Revenue From All Product Types Of

Ai Governance Market

Figure 7 Market Size Estimation Methodology-approach 4, Bottom-up

(Demand-side): Share Of Ai Governance Through Overall Ai Spending

Figure 8 Mlops Tools Segment To Account For Highest Cagr

During Forecast Period

Figure 9 Data Governance Segment To Account For Largest Market In 2024

Figure 10 Software & Technology Providers Segment To Account For

Highest Cagr Segment During Forecast Period

Figure 11 Asia Pacific To Register Highest Growth Rate During Forecast Period

Figure 12 Mounting Ethical Concerns And Regulatory Demands To

Accelerate Explosive Market Growth

Figure 13 Risk Management & Compliance Segment To Account For

Highest Growth Rate During Forecast Period

Figure 14 Data Governance Platforms And Bfsi Segments To Account For

Largest Shareholders In North America In 2024

Figure 15 North America To Hold Largest Market Share In 2024

Figure 16 Drivers, Restraints, Opportunities, And Challenges:

Ai Governance Market

Figure 17 Trends/Disruptions Impacting Customer Business

Figure 18 Ai Governance Market: Supply Chain Analysis

Figure 19 Key Players In Ai Governance Market Ecosystem

Figure 20 Number Of Patents Granted In Last 10 Years, 2015–2024

Figure 21 Top 10 Applicants In Ai Governance Market, 2015–2024

Figure 22 Regional Analysis Of Patents Granted, 2015–2024

Figure 23 Ai Governance Market: Porter’s Five Forces Analysis

Figure 24 Influence Of Stakeholders On Buying Process For Top Three End Users

Figure 25 Key Buying Criteria For Top Three End Users

Figure 26 Ai Governance Market: Investment Landscape And

Funding Scenario, 2019–2023

Figure 27 Category-wise Investments In Ai Governance, 2019–2023

Figure 28 Funding Secured By Prominent Ai Governance Start-ups

Figure 29 Market Potential Of Generative Ai In Various Ai Governance Use Cases

Figure 30 Framework For Organizational Ai Governance Lifecycle

Figure 31 Evolution Of Ai Governance

Figure 32 Mlops Tools Segment To Grow At Highest Cagr During Forecast Period

Figure 33 Risk Management & Compliance Segment To Grow At

Highest Cagr During Forecast Period

Figure 34 Software & Technology Providers Segment To Grow At

Highest Cagr During Forecast Period

Figure 35 India To Account For Highest Cagr During Forecast Period

Figure 36 Asia Pacific To Account For Highest Cagr During Forecast Period

Figure 37 North America: Market Snapshot

Figure 38 Asia Pacific: Market Snapshot

Figure 39 Overview Of Strategies Adopted By Key Ai Governance Vendors

Figure 40 Top Five Public Players Dominating Market For Last Five Years

Figure 41 Share Of Leading Companies In Ai Governance Market, 2023

Figure 42 Product/Brand Comparison (1/2)

Figure 43 Product/Brand Comparison (2/2)

Figure 44 Company Valuation And Financial Metrics Of Key Vendors

Figure 45 Year-to-date (Ytd) Price Total Return And 5-year Stock Beta

Of Key Vendors

Figure 46 Ai Governance Market: Company Evaluation Matrix (Key Players), 2023

Figure 47 Company Footprint (19 Companies)

Figure 48 Ai Governance Market: Company Evaluation Matrix

(Start-ups/Smes), 2023

Figure 49 Ibm: Company Snapshot

Figure 50 Microsoft: Company Snapshot

Figure 51 Google: Company Snapshot

Figure 52 Salesforce: Company Snapshot

Figure 53 Sap: Company Snapshot

Figure 54 Aws: Company Snapshot

Figure 55 Fico: Company Snapshot

Figure 56 Meta: Company Snapshot

Figure 57 Accenture: Company Snapshot