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AIモデルリスク管理の市場規模、シェア、動向分析レポート：オファリング別、リスクタイプ別、用途別、業界別、地域別、セグメント予測、2024年～2030年

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

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.06円
AIモデルリスク管理の市場規模、シェア、動向分析レポート：オファリング別、リスクタイプ別、用途別、業界別、地域別、セグメント予測、2024年～2030年
出版日: 2024年08月21日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

AIモデルリスク管理市場動向：

世界のAIモデルリスク管理の市場規模は、2023年に54億8,000万米ドルと推計され、2024年から2030年にかけてCAGR12.8%で成長すると予測されます。

業界を問わず、競争優位性を得るためにAIを採用する企業が増えており、それに伴いモデル関連リスクも増加しています。AIモデルの複雑性が増し、理解や管理が難しくなっているため、専門的なリスク管理ソリューションが必要となっています。そのため、世界各国の政府は、特にBFSI、ヘルスケア、自動車などの分野で、AIの利用を規制するためのより厳格な規制を制定しています。データのプライバシーと透明性に関する規制の遵守が、AIモデルのリスク管理市場の需要を促進しています。

AIモデルはデータに大きく依存しており、不正確さや偏りといったデータ品質の問題は、モデルの欠陥や風評被害につながる可能性があります。アルゴリズムの偏りや公正さに対する懸念が、厳格なリスク評価と軽減戦略の必要性を促しています。さらに、AIモデルはサイバー攻撃の標的になる可能性があり、データ侵害、モデルの改ざん、知的財産の盗難につながります。そのため、AIモデルの訓練と運用に使用される機密データの保護は重要な関心事となっています。

効果的なAIモデルのリスク管理は、組織がコストのかかるエラーや訴訟、風評被害を回避するのに役立ちます。モデルの信頼性とパフォーマンスを確保することで、組織は業務効率と生産性を向上させることができます。AIモデルリスク管理への強いコミットメントを示すことで、組織の評判を高め、顧客や利害関係者からの信頼を高めることができます。強固なリスク管理の実践は、組織が自信を持ってAIモデルを導入できるようにすることで、イノベーション文化を醸成することができます。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 AIモデルリスク管理市場の変数、動向、範囲

  • 市場イントロダクション / 系統展望
  • 市場規模と成長見通し
  • 業界バリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の機会
    • 業界の課題
  • AIモデルリスク管理市場分析ツール
    • ポーターの分析
    • PESTEL分析

第4章 AIモデルリスク管理市場：オファリングの推定・動向分析

  • セグメントダッシュボード
  • AIモデルリスク管理市場：オファリングの変動分析、百万米ドル、2023年・2030年
  • ソフトウェア
  • サービス

第5章 AIモデルリスク管理市場：リスクタイプの推定・動向分析

  • セグメントダッシュボード
  • AIモデルリスク管理市場：リスクタイプの変動分析、百万米ドル、2023年・2030年
  • セキュリティリスク
  • 倫理的リスク
  • 運用リスク

第6章 AIモデルリスク管理市場：用途の推定・動向分析

  • セグメントダッシュボード
  • AIモデルリスク管理市場：用途の変動分析、百万米ドル、2023年・2030年
  • 不正行為検出・リスク軽減
  • データ分類・ラベル付け
  • 感情分析
  • モデル在庫管理
  • 顧客のセグメンテーションとターゲティング
  • 規制コンプライアンス監視
  • その他

第7章 AIモデルリスク管理市場：業界の推定・動向分析

  • セグメントダッシュボード
  • AIモデルリスク管理市場：業界の変動分析、百万米ドル、2023年・2030年
  • BFSI
  • 小売・eコマース
  • IT・通信
  • 製造業
  • ヘルスケアとライフサイエンス
  • メディア・エンターテイメント
  • 政府・公共部門
  • その他

第8章 AIモデルリスク管理市場：地域の推定・動向分析

  • AIモデルリスク管理市場シェア、地域別、2023年・2030年
  • 北米
    • オファリング別、2017年～2030年
    • リスクタイプ別、2017年～2030年
    • 用途別、2017年～2030年
    • 業界別、2017年～2030年
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • オファリング別、2017年～2030年
    • リスクタイプ別、2017年～2030年
    • 用途別、2017年～2030年
    • 業界別、2017年～2030年
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • オファリング別、2017年～2030年
    • リスクタイプ別、2017年～2030年
    • 用途別、2017年～2030年
    • 業界別、2017年～2030年
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • オファリング別、2017年～2030年
    • リスクタイプ別、2017年～2030年
    • 用途別、2017年～2030年
    • 業界別、2017年～2030年
    • ブラジル
  • 中東・アフリカ
    • オファリング別、2017年～2030年
    • リスクタイプ別、2017年～2030年
    • 用途別、2017年～2030年
    • 業界別、2017年～2030年
    • アラブ首長国連邦
    • 南アフリカ
    • サウジアラビア

第9章 競合情勢

  • 最近の動向と影響分析：主要市場参入企業別
  • 企業分類
  • 企業の市場ポジショニング
  • 企業の市場シェア分析
  • 企業ヒートマップ分析
  • 戦略マッピング
    • 拡大
    • 合併と買収
    • パートナーシップとコラボレーション
    • 新製品の発売
    • 研究開発
  • 企業プロファイル
    • Accenture
    • Amazon Web Services
    • DataRobot, Inc.
    • Deloitte
    • Google
    • International Business Machines Corporation
    • LogicGate
    • McKinsey &Company
    • Microsoft
    • SAS Institute
図表

List of Tables

  • Table 1. AI Model Risk Management - industry snapshot & key buying criteria, 2017 - 2030
  • Table 2. Global AI model risk management market, 2017 - 2030 (USD Million)
  • Table 3. Global AI model risk management market estimates and forecast by offering, 2017 - 2030, (USD Million)
  • Table 4. Global AI model risk management market estimates and forecast by risk type, 2017 - 2030, (USD Million)
  • Table 5. Global AI model risk management market estimates and forecast by application, 2017 - 2030, (USD Million)
  • Table 6. Global AI model risk management market estimates and forecast by vertical, 2017 - 2030, (USD Million)
  • Table 7. Global AI model risk management market estimates and forecasts by region, 2017-2030 (USD Million)
  • Table 8. AI model risk management market estimates and forecast by offering, 2017 - 2030, (USD Million)
  • Table 9. AI model risk management market estimates and forecast by software, 2017 - 2030, (USD Million)
  • Table 10. AI model risk management market estimates and forecast by services, 2017 - 2030, (USD Million)
  • Table 11. AI model risk management market estimates and forecast by software, 2017 - 2030, (USD Million)
  • Table 12. AI model risk management market estimates and forecast by software by type, 2017 - 2030, (USD Million)
  • Table 13. AI model risk management market estimates and forecast by software by deployment, 2017 - 2030, (USD Million)
  • Table 14. AI model risk management market estimates and forecast by services, 2017 - 2030, (USD Million)
  • Table 15. AI model risk management market estimates and forecast by professional services, 2017 - 2030, (USD Million)
  • Table 16. AI model risk management market estimates and forecast by consulting & advisory, 2017 - 2030, (USD Million)
  • Table 17. AI model risk management market estimates and forecast by integration & deployment, 2017 - 2030, (USD Million)
  • Table 18. AI model risk management market estimates and forecast by support & maintenance, 2017 - 2030, (USD Million)
  • Table 19. AI model risk management market estimates and forecast by training & education, 2017 - 2030, (USD Million)
  • Table 20. AI model risk management market estimates and forecast, by managed services, 2017 - 2030, (USD Million)
  • Table 21. AI model risk management market estimates and forecast by risk type, 2017 - 2030, (USD Million)
  • Table 22. AI model risk management market estimates and forecast by security risk, 2017 - 2030, (USD Million)
  • Table 23. AI model risk management market estimates and forecast by ethical risk, 2017 - 2030, (USD Million)
  • Table 24. AI model risk management market estimates and forecast by operational risk, 2017 - 2030, (USD Million)
  • Table 25. AI model risk management market estimates and forecast by application, 2017 - 2030, (USD Million)
  • Table 26. AI model risk management market estimates and forecast by fraud detection and risk reduction, 2017 - 2030, (USD Million)
  • Table 27. AI model risk management market estimates and forecast by data classification and labelling, 2017 - 2030, (USD Million)
  • Table 28. AI model risk management market estimates and forecast by sentiment analysis, 2017 - 2030, (USD Million)
  • Table 29. AI model risk management market estimates and forecast by model inventory management, 2017 - 2030, (USD Million)
  • Table 30. AI model risk management market estimates and forecast by customer segmentation and targeting, 2017 - 2030, (USD Million)
  • Table 31. AI model risk management market estimates and forecast by regulatory compliance monitoring, 2017 - 2030, (USD Million)
  • Table 32. AI model risk management market estimates and forecast by others, 2017 - 2030, (USD Million)
  • Table 33. AI model risk management market estimates and forecast, by vertical, 2017 - 2030, (USD Million)
  • Table 34. AI model risk management market estimates and forecast, by BFSI, 2017 - 2030, (USD Million)
  • Table 35. AI model risk management market estimates and forecast by retail & e-commerce, 2017 - 2030, (USD Million)
  • Table 36. AI model risk management market estimates and forecast by IT & telecom, 2017 - 2030, (USD Million)
  • Table 37. AI model risk management market estimates and forecast by manufacturing, 2017 - 2030, (USD Million)
  • Table 38. AI model risk management market estimates and forecast by healthcare and life science, 2017 - 2030, (USD Million)
  • Table 39. AI model risk management market estimates and forecast by media & entertainment, 2017 - 2030, (USD Million)
  • Table 40. AI model risk management market estimates and forecast by government and public sector, 2017 - 2030, (USD Million)
  • Table 41. AI model risk management market estimates and forecast by others, 2017 - 2030, (USD Million)
  • Table 42. North America AI model risk management market estimates and forecast, 2017 - 2030, (USD Million)
  • Table 43. North America AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 44. North America AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 45. North America AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 46. North America AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 47. U.S. AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 48. U.S. AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 49. U.S. AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 50. U.S. AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 51. U.S. AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 52. Canada AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 53. Canada AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 54. Canada AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 55. Canada AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 56. Canada AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 57. Mexico AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 58. Mexico AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 59. Mexico AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 60. Mexico AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 61. Mexico AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 62. Europe AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 63. Europe AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 64. Europe AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 65. Europe AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 66. Europe AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 67. UK AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 68. UK AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 69. UK AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 70. UK AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 71. UK AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 72. Germany AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 73. Germany AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 74. Germany AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 75. Germany AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 76. Germany AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 77. France AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 78. France AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 79. France AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 80. France AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 81. France AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 82. Asia Pacific AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 83. Asia Pacific AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 84. Asia Pacific AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 85. Asia Pacific AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 86. Asia Pacific AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 87. China AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 88. China AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 89. China AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 90. China AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 91. China AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 92. India AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 93. India AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 94. India AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 95. India AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 96. India AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 97. Japan AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 98. Japan AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 99. Japan AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 100. Japan AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 101. Japan AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 102. South Korea AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 103. South Korea AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 104. South Korea AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 105. South Korea AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 106. South Korea AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 107. Australia AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 108. Australia AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 109. Australia AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 110. Australia AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 111. Australia AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 112. Latin America AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 113. Latin America AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 114. Latin America AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 115. Latin America AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 116. Latin America AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 117. Brazil AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 118. Brazil AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 119. Brazil AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 120. Brazil AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 121. Brazil AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 122. MEA AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 123. MEA AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 124. MEA AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 125. MEA AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 126. MEA AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 127. South Africa AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 128. South Africa AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 129. South Africa AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 130. South Africa AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 131. South Africa AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 132. UAE AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 133. UAE AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 134. UAE AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 135. UAE AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 136. UAE AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 137. KSA AI Model Risk Management Market Estimates and Forecast, 2017 - 2030, (USD Million)
  • Table 138. KSA AI model risk management market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 139. KSA AI model risk management market estimates and forecasts, by risk type, 2017 - 2030 (USD Million)
  • Table 140. KSA AI model risk management market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 141. KSA AI model risk management market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1. AI Model Risk Management Market Segmentation
  • Fig. 2. Technology landscape
  • Fig. 3. Information Procurement
  • Fig. 4. Data Analysis Models
  • Fig. 5. Market Formulation and Validation
  • Fig. 6. Data Validating & Publishing
  • Fig. 7. Market Snapshot
  • Fig. 8. Segment Snapshot (1/2)
  • Fig. 9. Segment Snapshot (2/2)
  • Fig. 10. Competitive Landscape Snapshot
  • Fig. 11. AI Model Risk Management- Market Size and Growth Prospects (USD Million)
  • Fig. 12. AI Model Risk Management Market: Industry Value Chain Analysis
  • Fig. 13. AI Model Risk Management Market: Market Dynamics
  • Fig. 14. AI Model Risk Management Market: PORTER's Analysis
  • Fig. 15. AI Model Risk Management Market: PESTEL Analysis
  • Fig. 16. AI Model Risk Management Market Share by Offering, 2023 & 2030 (USD Million)
  • Fig. 17. AI Model Risk Management Market, by Offering: Key Takeaways
  • Fig. 18. AI Model Risk Management Market, by Offering: Market Share, 2023 & 2030
  • Fig. 19. Software Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 20. Services Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 21. AI Model Risk Management Market Share by Risk Type, 2023 & 2030 (USD Million)
  • Fig. 22. AI Model Risk Management Market, by Risk Type: Key Takeaways
  • Fig. 23. AI Model Risk Management Market, by Risk Type: Market Share, 2023 & 2030
  • Fig. 24. Security Risk Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 25. Ethical Risk Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 26. Operational Risk Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 27. AI Model Risk Management Market Share by Application, 2023 & 2030 (USD Million)
  • Fig. 28. AI Model Risk Management Market, by Application: Key Takeaways
  • Fig. 29. AI Model Risk Management Market, by Application: Market Share, 2023 & 2030
  • Fig. 30. Fraud Detection and Risk Reduction Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 31. Data Classification and Labelling Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 32. Sentiment Analysis Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 33. Model Inventory Management Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 34. Customer Segmentation and Targeting Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 35. Regulatory Compliance Monitoring Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 36. Others Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 37. AI Model Risk Management Market Share by Vertical, 2023 & 2030 (USD Million)
  • Fig. 38. AI Model Risk Management Market, by Vertical: Key Takeaways
  • Fig. 39. AI Model Risk Management Market, by Vertical: Market Share, 2023 & 2030
  • Fig. 40. BFSI Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 41. Retail and E-commerce Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 42. IT & Telecom Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 43. Manufacturing Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 44. Healthcare and Life Sciences Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 45. Media and Entertainment Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 46. Government and Public Sector Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 47. Others Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million)
  • Fig. 48. AI Model Risk Management Market Revenue, by Region, 2023 & 2030, (USD Million)
  • Fig. 49. Regional Marketplace: Key Takeaways
  • Fig. 50. Regional Marketplace: Key Takeaways
  • Fig. 51. North America AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 52. U.S. AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 53. Canada AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 54. Mexico AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 55. Europe AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 56. UK AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030,) (USD Million)
  • Fig. 57. Germany AI Model Risk Management Market Estimates and Forecasts, (2017 - 2030,) (USD Million)
  • Fig. 58. France AI Model Risk Management Market Estimates and Forecasts, (2017 - 2030,) (USD Million)
  • Fig. 59. Asia Pacific AI Model Risk Management Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 60. China AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 61. Japan AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 62. India AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 63. Australia AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 64. South Korea AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 65. Latin America AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 66. Brazil AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030, (USD Million)
  • Fig. 67. MEA AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 68. UAE AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 69. South Africa AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 70. KSA AI Model Risk Management Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 71. Key Company Categorization
  • Fig. 72. Company Market Positioning
  • Fig. 73. Key Company Market Share Analysis, 2023
  • Fig. 74. Strategic Framework
目次
Product Code: GVR-4-68040-416-4

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

Table of Contents

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