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市場調査レポート
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1424036

AIデータ管理市場、シェア、規模、動向、産業分析レポート：オファリング別、データタイプ別、技術別、用途別、業界別、地域別、セグメント別予測、2024年～2032年

AI Data Management Market Share, Size, Trends, Industry Analysis Report, By Offering (Type And Deployment Mode); By Data Type; By Technology; By Application; By vertical; By Region; Segment Forecast, 2024- 2032
出版日: | 発行: Polaris Market Research | ページ情報: 英文 115 Pages | 納期: 即日から翌営業日

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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=156.76円
AIデータ管理市場、シェア、規模、動向、産業分析レポート：オファリング別、データタイプ別、技術別、用途別、業界別、地域別、セグメント別予測、2024年～2032年
出版日: 2024年01月24日
発行: Polaris Market Research
ページ情報: 英文 115 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

Polaris Market Researchの最新調査によると、世界のAIデータ管理市場規模は2032年までに1,853億5,000万米ドルに達する見込みです。この調査レポートは、現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

ヘルスケア、特に医薬品開発、個別化医療、疾病診断などの分野で人工知能（AI）の応用が拡大していることは、AI業界の現在の動向の一つです。チャットボットやバーチャルアシスタントを通じて顧客サポートやサービスを強化するためにAIを活用することも動向の一つです。AIアプリケーションをより効果的かつ強力に処理することを可能にするもう1つの新たな動向は、AIチップとエッジコンピューティングの開発です。最後に、ブロックチェーンやモノのインターネット（IoT）のような他の技術とAIの統合により、AI産業は成長と革新を続けると予想されます。

さらに、人工知能（AI）の応用は、自動車、ヘルスケア、小売、金融、製品製造などの分野におけるテクノロジー企業の継続的な研究とイノベーションによって推進されています。スキャニング・プラットフォームは、オンプレミス・ハードウェアとクラウドベースのコンピューティング・プラットフォームの一貫した展開により、大量のデータを安全かつ確実に復元することが可能になり、その用途は拡大しています。AI技術の利用を強化することは、リーダーたちの研究開発投資の拡大にも大いに役立つと思われます。

ビジネスとテクノロジーの世界な性質に伴い、組織は多くの場合、さまざまな地理的位置からのデータを管理・統合する必要があります。このため、シームレスなコラボレーションと関連データへのアクセスを確保するための効果的なデータ管理戦略が必要となります。データ処理がデータソースに近いところで行われるエッジコンピューティングが人気を集めています。この動向には、エッジでのデータ処理と保存を処理し、リアルタイムの意思決定を保証する効率的なデータ管理ソリューションが必要です。

AIとデータ管理ソリューションは、政府業務の効率を改善し、定型業務を自動化し、ロジスティクス、調達、リソース配分などの分野でコスト削減に貢献することができます。

AIデータ管理市場レポートハイライト

2023年、AIデータ管理市場では機械学習分野が最大の売上シェアを占めました。機械学習モデルは多くの場合、継続的な学習と改善が行われます。このプロセスには、新しいデータに基づいてモデルを更新することが含まれるため、進化するデータセットを処理するための効果的なデータ管理の必要性が強調されています。

予測期間中、政府・防衛分野が最も高い市場シェアを占めました。防衛および政府用途では、地理空間インテリジェンスが不可欠です。AIは地理空間データを分析して、地形、インフラ、潜在的脅威に関する洞察を提供することができます。

2023年、北米が最大市場を独占しました。北米の企業や組織は、AI技術が生産性、意思決定、競争力を高めると見て、いち早く利用しました。

アジア太平洋地域は、Aiデータ管理市場で最も速い成長を占めました。アジア太平洋地域では、金融、ヘルスケア、製造、eコマースなど、さまざまな業界が競争力を高めるためにAIの採用を増やしています。各業界特有の要件が、AIデータ管理に特化したソリューションの需要を後押ししています。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界のAIデータ管理市場に関する洞察

  • AIデータ管理- 業界スナップショット
  • AIデータ管理市場力学
    • 促進要因と機会
      • 世界な接続性の向上により市場の成長が促進される
      • 人工知能技術の採用
    • 抑制要因と課題
      • データプライバシーに関する懸念
  • PESTLE分析
  • AIデータ管理業界の動向
  • COVID-19感染症の影響分析

第5章 世界のAIデータ管理市場、オファリング別

  • 主な調査結果
  • イントロダクション
  • タイプ別
  • 展開モード別

第6章 世界のAIデータ管理市場、技術別

  • 主な調査結果
  • イントロダクション
  • 機械学習
  • コンテキスト認識
  • 自然言語処理
  • コンピュータビジョン
  • コンテキストビジョン

第7章 世界のAIデータ管理市場、データタイプ別

  • 主な調査結果
  • イントロダクション
  • オーディオ
  • スピーチと声
  • 画像
  • 文章
  • ビデオ

第8章 世界のAIデータ管理市場、業界別

  • 主な調査結果
  • イントロダクション
  • BFSI
  • 小売と電子商取引
  • 政府と防衛
  • ヘルスケアとライフサイエンス
  • 製造業
  • その他

第9章 世界のAIデータ管理市場、用途別

  • 主な調査結果
  • イントロダクション
  • データの増強
  • 探索的データ分析
  • 代入予測モデリング
  • プロセスの自動化
  • その他の用途

第10章 世界のAIデータ管理市場、地域別

  • 主な調査結果
  • イントロダクション
    • AIデータ管理市場評価、地域別、2019-2032年
  • AIデータ管理市場-北米
    • 北米：AIデータ管理市場、オファリング別、2019～2032年
    • 北米：AIデータ管理市場、業界別、2019-2032年
    • 北米：AIデータ管理市場、技術別、2019-2032年
    • 北米：AIデータ管理市場、データタイプ別、2019～2032年
    • 北米：AIデータ管理市場、用途別、2019～2032年
    • AIデータ管理市場-米国
    • AIデータ管理市場- カナダ
  • AIデータ管理市場- 欧州
    • 欧州：AIデータ管理市場、オファリング別、2019～2032年
    • 欧州：AIデータ管理市場、業界別、2019～2032年
    • 欧州：AIデータ管理市場、技術別、2019-2032年
    • 欧州：AIデータ管理市場、データタイプ別、2019～2032年
    • 欧州：AIデータ管理市場、用途別、2019～2032年
    • AIデータ管理市場- 英国
    • AIデータ管理市場- フランス
    • AIデータ管理市場- ドイツ
    • AIデータ管理市場- イタリア
    • AIデータ管理市場- スペイン
    • AIデータ管理市場- オランダ
    • AIデータ管理市場- ロシア
  • AIデータ管理市場- アジア太平洋
    • アジア太平洋：AIデータ管理市場、オファリング別、2019～2032年
    • アジア太平洋：AIデータ管理市場、業界別、2019～2032年
    • アジア太平洋：AIデータ管理市場、技術別、2019～2032年
    • アジア太平洋：AIデータ管理市場、データタイプ別、2019～2032年
    • アジア太平洋：AIデータ管理市場、用途別、2019～2032年
    • AIデータ管理市場- 中国
    • AIデータ管理市場- インド
    • AIデータ管理市場- 日本
    • AIデータ管理市場- マレーシア
    • AIデータ管理市場- インドネシア
    • AIデータ管理市場- 韓国
  • AIデータ管理市場-中東およびアフリカ
    • 中東およびアフリカ：AIデータ管理市場、オファリング別、2019～2032年
    • 中東およびアフリカ：AIデータ管理市場、業界別、2019～2032年
    • 中東およびアフリカ：AIデータ管理市場、技術別、2019～2032年
    • 中東およびアフリカ：AIデータ管理市場、データタイプ別、2019～2032年
    • 中東およびアフリカ：AIデータ管理市場、用途別、2019～2032年
    • AIデータ管理市場- サウジアラビア
    • AIデータ管理市場- アラブ首長国連邦
    • AIデータ管理市場- イスラエル
    • AIデータ管理市場- 南アフリカ
  • AIデータ管理市場-ラテンアメリカ
    • ラテンアメリカ：AIデータ管理市場、提供物別、2019～2032年
    • ラテンアメリカ：AIデータ管理市場、業界別、2019～2032年
    • ラテンアメリカ：AIデータ管理市場、技術別、2019-2032年
    • ラテンアメリカ：AIデータ管理市場、データタイプ別、2019-2032年
    • ラテンアメリカ：AIデータ管理市場、用途別、2019-2032年
    • AIデータ管理市場- メキシコ
    • AIデータ管理市場- ブラジル
    • AIデータ管理市場- アルゼンチン

第11章 競合情勢

  • 拡張と買収の分析
    • 拡大
    • 買収
  • 提携/協業/合意/公開

第12章 企業プロファイル

  • Microsoft
  • AWS
  • IBM
  • Google
  • Oracle
  • Salesforce
  • SAP
  • SAS Institute
  • HPE
  • Snowflake
  • Teradata
  • Informatica
  • Databricks
  • TIBCO Software
図表

List of Tables

  • Table 1 Global AI Data Management Market, by Offering, by Region, 2019-2032 (USD Billion)
  • Table 2 Global AI Data Management Market, by Technology, by Region, 2019-2032 (USD Billion)
  • Table 3 Global AI Data Management Market, by Data Type, by Region, 2019-2032 (USD Billion)
  • Table 4 Global AI Data Management Market, by Application, by Region, 2019-2032 (USD Billion)
  • Table 5 Global AI Data Management Market, by Vertical, by Region, 2019-2032 (USD Billion)
  • Table 6 North America: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 7 North America: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 8 North America: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 9 North America: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 10 North America: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 11 U.S.: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 12 U.S.: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 13 U.S.: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 14 U.S.: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 15 U.S.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 16 Canada: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 17 Canada: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 18 Canada: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 19 Canada: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 20 Canada: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 21 Europe: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 22 Europe: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 23 Europe: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 24 Europe: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 25 Europe: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 26 Germany: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 27 Germany: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 28 Germany: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 29 Germany: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 30 Germany: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 31 France: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 32 France: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 33 France: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 34 France: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 35 France: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 36 UK: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 37 UK: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 38 UK: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 39 UK: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 40 UK: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 41 Italy: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 42 Italy: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 43 Italy: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 44 Italy: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 45 Italy: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 46 Netherlands: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 47 Netherlands: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 48 Netherlands: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 49 Netherlands: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 50 Netherlands: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 51 Spain: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 52 Spain: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 53 Spain: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 54 Spain: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 55 Spain: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 56 Russia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 57 Russia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 58 Russia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 59 Russia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 60 Russia: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 61 Asia Pacific: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 62 Asia Pacific: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 63 Asia Pacific: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 64 Asia Pacific: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 65 Asia Pacific: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 66 China: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 67 China: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 68 China: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 69 China: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 70 China: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 71 Japan: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 72 Japan: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 73 Japan: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 74 Japan: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 75 Japan: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 76 India: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 77 India: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 78 India: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 79 India: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 80 India: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 81 Indonesia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 82 Indonesia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 83 Indonesia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 84 Indonesia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 85 Indonesia: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 86 Malaysia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 87 Malaysia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 88 Malaysia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 89 Malaysia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 90 Malaysia: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 91 South Korea: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 92 South Korea: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 93 South Korea: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 94 South Korea: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 95 South Korea: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 96 Latin America: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 97 Latin America: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 98 Latin America: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 99 Latin America: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 100 Latin America: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 101 Brazil: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 102 Brazil: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 103 Brazil: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 104 Brazil: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 105 Brazil: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 106 Mexico: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 107 Mexico: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 108 Mexico: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 109 Mexico: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 110 Mexico: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 111 Argentina: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 112 Argentina: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 113 Argentina: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 114 Argentina: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 115 Argentina: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 116 Middle East & Africa: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 117 Middle East & Africa: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 118 Middle East & Africa: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 119 Middle East & Africa: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 120 Middle East & Africa: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 121 UAE: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 122 UAE: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 123 UAE: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 124 UAE: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 125 UAE: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 126 Saudi Arabia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 127 Saudi Arabia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 128 Saudi Arabia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 129 Saudi Arabia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 130 Saudi Arabia: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 131 South Africa: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 132 South Africa: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 133 South Africa: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 134 South Africa: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 135 South Africa: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • Table 136 Israel: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • Table 137 Israel: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • Table 138 Israel: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • Table 139 Israel: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • Table 140 Israel: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)

List of Figures

  • Figure 1. Global AI Data Management Market, 2019-2032 (USD Billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Approach
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Offering
  • Figure 7. Global AI Data Management Market, by Offering, 2021 & 2030 (USD Billion)
  • Figure 8. Market by Technology
  • Figure 9. Global AI Data Management Market, by Technology, 2021 & 2030 (USD Billion)
  • Figure 10. Market by Data Type
  • Figure 11. Global AI Data Management Market, by Data Type, 2021 & 2030 (USD Billion)
  • Figure 12. Market by Application
  • Figure 13. Global AI Data Management Market, by Application, 2021 & 2030 (USD Billion)
  • Figure 14. Market by Vertical
  • Figure 15. Global AI Data Management Market, by Vertical, 2021 & 2030 (USD Billion)
目次
Product Code: PM4392

The global AI Data Management Market size is expected to reach USD 185.35 billion by 2032, according to a new study by Polaris Market Research. The report "AI Data Management Market Share, Size, Trends, Industry Analysis Report, By offering (Type And Deployment); By Data Type; By Technology; By Application; By Vertical; By Region; Segment Forecast, 2024 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The growing application of artificial intelligence (AI) in healthcare, especially in fields like drug development, personalized medicine, and disease diagnosis, is one of the current trends in the AI industry. Using AI to enhance customer support and service through chatbots and virtual assistants is another trend. Another emerging trend that makes it possible to process AI applications more effectively and powerfully is the development of AI chips and edge computing. Lastly, it is anticipated that the AI industry will continue to grow and innovate due to the integration of AI with other technologies like blockchain and the Internet of Things (IoT).

Moreover, The application of artificial intelligence (AI) is being driven by technology companies' ongoing research and innovation in sectors like automotive, healthcare, retail, finance, and product manufacturing. An expanding avenue for scanning platforms has been made possible by the consistent deployment of on-premises hardware and cloud-based computing platforms for the safe and dependable recovery of large amounts of data. Augmenting the use of AI technology will also be greatly aided by leaders' growing R&D investments.

With the global nature of business and technology, organizations often need to manage and integrate data from various geographical locations. This requires effective data management strategies to ensure seamless collaboration and access to relevant data. Edge computing, where data processing occurs closer to the data source, is gaining popularity. This trend requires efficient data management solutions to handle data processing and storage at the edge, ensuring real-time decision-making.

AI and data management solutions can improve the efficiency of government operations, automate routine tasks, and contribute to cost savings in areas such as logistics, procurement, and resource allocation.

AI Data Management Market Report Highlights

In 2023, the Machine learning segment held the largest revenue share in the AI Data Management Market. Machine learning models often undergo continuous learning and improvement. This process involves updating models based on new data, which emphasizes the need for effective data management to handle evolving datasets.

The Government and defense segment accounted for the highest market share during the forecast period. For defense and government applications, geospatial intelligence is vital. AI can analyze geospatial data to provide insights into terrain, infrastructure, and potential threats.

In 2023, North America dominated the largest market. Businesses and organizations in North America were among the first to use AI technologies because they saw how they could increase productivity, decision-making, and competitiveness.

The Asia-Pacific region accounted for the fastest growth in the Ai data management market various industries in the Asia-Pacific region, including finance, healthcare, manufacturing, and e-commerce, are increasingly adopting AI to gain a competitive edge. Each industry's unique requirements drive the demand for specialized AI data management solutions.

The global key market players include Microsoft , AWS , IBM , Google, Oracle, Salesforce, SAP, SAS Institute, HPE, Snowflake, Teradata, Informatica, Databricks, TIBCO Software, Qlik, Collibra, Dataiku

Polaris Market Research has segmented the AI Data Management Market report based on product, metal, biomaterial, end-use, and region:

AI Data Management, Offering Outlook (Revenue - USD Billion, 2019 - 2032)

  • By Type
  • Platform
  • Software tools
  • services
  • By deployment mode
  • Cloud
  • On premises

AI Data Management, Data Type Outlook (Revenue - USD Billion, 2019 - 2032)

  • Audio
  • Speech and voice
  • Image
  • Text
  • Video

AI Data Management, Technology Outlook (Revenue - USD Billion, 2019 - 2032)

  • Machine learning
  • Deep learning
  • Context awareness
  • Natural language processing
  • Computer vision
  • Context vision

AI Data Management, Application Outlook (Revenue - USD Billion, 2019 - 2032)

  • Data augmentation
  • Exploratory data analysis
  • Imputation predictive modelling
  • Process automation
  • Other application

AI Data Management, Vertical Outlook (Revenue - USD Billion, 2019 - 2032)

  • BFSI
  • Retail and e commerce
  • Government and defence
  • Healthcare and life science
  • Manufacturing
  • others

AI Data Management, Regional Outlook (Revenue - USD Billion, 2019 - 2032)

  • North America
  • U.S.
  • Canada
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • Russia
  • Netherlands
  • Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Indonesia
  • Malaysia
  • Latin America
  • Argentina
  • Brazil
  • Mexico
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • Israel
  • South Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global AI Data Management Market Insights

  • 4.1. AI Data Management - Industry Snapshot
  • 4.2. AI Data Management Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Increasing Global Connectivity Will Facilitate Market Growth
      • 4.2.1.2. Adoption of artificial intelligence technology
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Data Privacy Concern
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTLE Analysis
  • 4.5. AI Data Management Industry Trends
  • 4.6. COVID-19 Impact Analysis

5. Global AI Data Management Market, by Offering

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global AI Data Management Market, by Offering, 2019-2032 (USD Billion)
  • 5.3. By Type
    • 5.3.1. Global AI Data Management Market, By Type, by Region, 2019-2032 (USD Billion)
    • 5.3.2. Platform
      • 5.3.2.1. Global AI Data Management Market, by Platform, by Region, 2019-2032 (USD Billion)
    • 5.3.3. Software tools
      • 5.3.3.1. Global AI Data Management Market, by Software tools, by Region, 2019-2032 (USD Billion)
    • 5.3.4. services
      • 5.3.4.1. Global AI Data Management Market, by services, by Region, 2019-2032 (USD Billion)
  • 5.4. By deployment mode
    • 5.4.1. Global AI Data Management Market, by deployment mode, by Region, 2019-2032 (USD Billion)
    • 5.4.2. Cloud
      • 5.4.2.1. Global AI Data Management Market, by Cloud, by Region, 2019-2032 (USD Billion)
    • 5.4.3. On premises
      • 5.4.3.1. Global AI Data Management Market, by On premises, by Region, 2019-2032 (USD Billion)

6. Global AI Data Management Market, by Technology

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global AI Data Management Market, by Technology, 2019-2032 (USD Billion)
  • 6.3. Machine learning
    • 6.3.1. Global AI Data Management Market, by Machine learning, by Region, 2019-2032 (USD Billion)
    • 6.3.2. Deep learning
      • 6.3.2.1. Global AI Data Management Market, by Deep learning, by Region, 2019-2032 (USD Billion)
  • 6.4. Context awareness
    • 6.4.1. Global AI Data Management Market, by Context awareness, by Region, 2019-2032 (USD Billion)
  • 6.5. Natural language processing
    • 6.5.1. Global AI Data Management Market, by Natural language processing, by Region, 2019-2032 (USD Billion)
  • 6.6. Computer vision
    • 6.6.1. Global AI Data Management Market, by Computer vision, by Region, 2019-2032 (USD Billion)
  • 6.7. Context vision
    • 6.7.1. Global AI Data Management Market, by Context vision, by Region, 2019-2032 (USD Billion)

7. Global AI Data Management Market, by Data Type

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
  • 7.3. Audio
    • 7.3.1. Global AI Data Management Market, by Audio, by Region, 2019-2032 (USD Billion)
  • 7.4. Speech and voice
    • 7.4.1. Global AI Data Management Market, by Speech and voice, by Region, 2019-2032 (USD Billion)
  • 7.5. Image
    • 7.5.1. Global AI Data Management Market, by Image, by Region, 2019-2032 (USD Billion)
  • 7.6. Text
    • 7.6.1. Global AI Data Management Market, by Text, by Region, 2019-2032 (USD Billion)
  • 7.7. Video
    • 7.7.1. Global AI Data Management Market, by Video, by Region, 2019-2032 (USD Billion)

8. Global AI Data Management Market, by Vertical

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
  • 8.3. BFSI
    • 8.3.1. Global AI Data Management Market, by BFSI, by Region, 2019-2032 (USD Billion)
  • 8.4. Retail and e commerce
    • 8.4.1. Global AI Data Management Market, by Retail and e commerce, by Region, 2019-2032 (USD Billion)
  • 8.5. Government and defence
    • 8.5.1. Global AI Data Management Market, by Government and defence, by Region, 2019-2032 (USD Billion)
  • 8.6. Healthcare and life science
    • 8.6.1. Global AI Data Management Market, by Healthcare and life science, by Region, 2019-2032 (USD Billion)
  • 8.7. Manufacturing
    • 8.7.1. Global AI Data Management Market, by Manufacturing, by Region, 2019-2032 (USD Billion)
  • 8.8. others
    • 8.8.1. Global AI Data Management Market, by others, by Region, 2019-2032 (USD Billion)

9. Global AI Data Management Market, by Application

  • 9.1. Key Findings
  • 9.2. Introduction
    • 9.2.1. Global AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • 9.3. Data augmentation
    • 9.3.1. Global AI Data Management Market, by Data augmentation, by Region, 2019-2032 (USD Billion)
  • 9.4. Exploratory data analysis
    • 9.4.1. Global AI Data Management Market, by Exploratory data analysis, by Region, 2019-2032 (USD Billion)
  • 9.5. Imputation predictive modelling
    • 9.5.1. Global AI Data Management Market, by Imputation predictive modelling, by Region, 2019-2032 (USD Billion)
  • 9.6. Process automation
    • 9.6.1. Global AI Data Management Market, by Process automation, by Region, 2019-2032 (USD Billion)
  • 9.7. Other application
    • 9.7.1. Global AI Data Management Market, by Other application, by Region, 2019-2032 (USD Billion)

10. Global AI Data Management Market, by Geography

  • 10.1. Key findings
  • 10.2. Introduction
    • 10.2.1. AI Data Management Market Assessment, By Geography, 2019-2032 (USD Billion)
  • 10.3. AI Data Management Market - North America
    • 10.3.1. North America: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
    • 10.3.2. North America: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
    • 10.3.3. North America: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
    • 10.3.4. North America: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
    • 10.3.5. North America: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.3.6. AI Data Management Market - U.S.
      • 10.3.6.1. U.S.: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.3.6.2. U.S.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.3.6.3. U.S.: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.3.6.4. U.S.: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.3.6.5. U.S.: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.3.7. AI Data Management Market - Canada
      • 10.3.7.1. Canada: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.3.7.2. Canada.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.3.7.3. Canada: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.3.7.4. Canada: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.3.7.5. Canada: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • 10.4. AI Data Management Market - Europe
    • 10.4.1. Europe: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
    • 10.4.2. Europe.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
    • 10.4.3. Europe: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
    • 10.4.4. Europe: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
    • 10.4.5. Europe: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.4.6. AI Data Management Market - UK
      • 10.4.6.1. UK: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.4.6.2. UK.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.4.6.3. UK: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.4.6.4. UK: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.4.6.5. UK: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.4.7. AI Data Management Market - France
      • 10.4.7.1. France: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.4.7.2. France.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.4.7.3. France: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.4.7.4. France: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.4.7.5. France: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.4.8. AI Data Management Market - Germany
      • 10.4.8.1. Germany: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.4.8.2. Germany.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.4.8.3. Germany: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.4.8.4. Germany: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.4.8.5. Germany: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.4.9. AI Data Management Market - Italy
      • 10.4.9.1. Italy: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.4.9.2. Italy.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.4.9.3. Italy: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.4.9.4. Italy: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.4.9.5. Italy: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.4.10. AI Data Management Market - Spain
      • 10.4.10.1. Spain: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.4.10.2. Spain.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.4.10.3. Spain: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.4.10.4. Spain: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.4.10.5. Spain: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.4.11. AI Data Management Market - Netherlands
      • 10.4.11.1. Netherlands: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.4.11.2. Netherlands.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.4.11.3. Netherlands: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.4.11.4. Netherlands: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.4.11.5. Netherlands: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.4.12. AI Data Management Market - Russia
      • 10.4.12.1. Russia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.4.12.2. Russia.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.4.12.3. Russia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.4.12.4. Russia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.4.12.5. Russia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • 10.5. AI Data Management Market - Asia Pacific
    • 10.5.1. Asia Pacific: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
    • 10.5.2. Asia Pacific.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
    • 10.5.3. Asia Pacific: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
    • 10.5.4. Asia Pacific: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
    • 10.5.5. Asia Pacific: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.5.6. AI Data Management Market - China
      • 10.5.6.1. China: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.5.6.2. China.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.5.6.3. China: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.5.6.4. China: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.5.6.5. China: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.5.7. AI Data Management Market - India
      • 10.5.7.1. India: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.5.7.2. India.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.5.7.3. India: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.5.7.4. India: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.5.7.5. India: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.5.8. AI Data Management Market - Japan
      • 10.5.8.1. Japan: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.5.8.2. Japan.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.5.8.3. Japan: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.5.8.4. Japan: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.5.8.5. Japan: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.5.9. AI Data Management Market - Malaysia
      • 10.5.9.1. Malaysia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.5.9.2. Malaysia.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.5.9.3. Malaysia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.5.9.4. Malaysia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.5.9.5. Malaysia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.5.10. AI Data Management Market - Indonesia
      • 10.5.10.1. Indonesia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.5.10.2. Indonesia.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.5.10.3. Indonesia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.5.10.4. Indonesia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.5.10.5. Indonesia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.5.11. AI Data Management Market - South Korea
      • 10.5.11.1. South Korea: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.5.11.2. South Korea.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.5.11.3. South Korea: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.5.11.4. South Korea: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.5.11.5. South Korea: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • 10.6. AI Data Management Market - Middle East & Africa
    • 10.6.1. Middle East & Africa: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
    • 10.6.2. Middle East & Africa: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
    • 10.6.3. Middle East & Africa: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
    • 10.6.4. Middle East & Africa: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
    • 10.6.5. Middle East & Africa: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.6.6. AI Data Management Market - Saudi Arabia
      • 10.6.6.1. Saudi Arabia: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.6.6.2. Saudi Arabia.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.6.6.3. Saudi Arabia: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.6.6.4. Saudi Arabia: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.6.6.5. Saudi Arabia: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.6.7. AI Data Management Market - UAE
      • 10.6.7.1. UAE: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.6.7.2. UAE.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.6.7.3. UAE: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.6.7.4. UAE: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.6.7.5. UAE: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.6.8. AI Data Management Market - Israel
      • 10.6.8.1. Israel: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.6.8.2. Israel.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.6.8.3. Israel: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.6.8.4. Israel: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.6.8.5. Israel: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.6.9. AI Data Management Market - South Africa
      • 10.6.9.1. South Africa: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.6.9.2. South Africa.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.6.9.3. South Africa: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.6.9.4. South Africa: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.6.9.5. South Africa: AI Data Management Market, by Application, 2019-2032 (USD Billion)
  • 10.7. AI Data Management Market - Latin America
    • 10.7.1. Latin America: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
    • 10.7.2. Latin America.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
    • 10.7.3. Latin America: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
    • 10.7.4. Latin America: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
    • 10.7.5. Latin America: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.7.6. AI Data Management Market - Mexico
      • 10.7.6.1. Mexico: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.7.6.2. Mexico.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.7.6.3. Mexico: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.7.6.4. Mexico: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.7.6.5. Mexico: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.7.7. AI Data Management Market - Brazil
      • 10.7.7.1. Brazil: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.7.7.2. Brazil.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.7.7.3. Brazil: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.7.7.4. Brazil: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.7.7.5. Brazil: AI Data Management Market, by Application, 2019-2032 (USD Billion)
    • 10.7.8. AI Data Management Market - Argentina
      • 10.7.8.1. Argentina: AI Data Management Market, by Offering, 2019-2032 (USD Billion)
      • 10.7.8.2. Argentina.: AI Data Management Market, by Vertical, 2019-2032 (USD Billion)
      • 10.7.8.3. Argentina: AI Data Management Market, by Technology, 2019-2032 (USD Billion)
      • 10.7.8.4. Argentina: AI Data Management Market, by Data Type, 2019-2032 (USD Billion)
      • 10.7.8.5. Argentina: AI Data Management Market, by Application, 2019-2032 (USD Billion)

11. Competitive Landscape

  • 11.1. Expansion and Acquisition Analysis
    • 11.1.1. Expansion
    • 11.1.2. Acquisitions
  • 11.2. Partnerships/Collaborations/Agreements/Exhibitions

12. Company Profiles

  • 12.1. Microsoft
    • 12.1.1. Company Overview
    • 12.1.2. Financial Performance
    • 12.1.3. Product Benchmarking
    • 12.1.4. Recent Development
  • 12.2. AWS
    • 12.2.1. Company Overview
    • 12.2.2. Financial Performance
    • 12.2.3. Product Benchmarking
    • 12.2.4. Recent Development
  • 12.3. IBM
    • 12.3.1. Company Overview
    • 12.3.2. Financial Performance
    • 12.3.3. Product Benchmarking
    • 12.3.4. Recent Development
  • 12.4. Google
    • 12.4.1. Company Overview
    • 12.4.2. Financial Performance
    • 12.4.3. Product Benchmarking
    • 12.4.4. Recent Development
  • 12.5. Oracle
    • 12.5.1. Company Overview
    • 12.5.2. Financial Performance
    • 12.5.3. Product Benchmarking
    • 12.5.4. Recent Development
  • 12.6. Salesforce
    • 12.6.1. Company Overview
    • 12.6.2. Financial Performance
    • 12.6.3. Product Benchmarking
    • 12.6.4. Recent Development
  • 12.7. SAP
    • 12.7.1. Company Overview
    • 12.7.2. Financial Performance
    • 12.7.3. Product Benchmarking
    • 12.7.4. Recent Development
  • 12.8. SAS Institute
    • 12.8.1. Company Overview
    • 12.8.2. Financial Performance
    • 12.8.3. Product Benchmarking
    • 12.8.4. Recent Development
  • 12.9. HPE
    • 12.9.1. Company Overview
    • 12.9.2. Financial Performance
    • 12.9.3. Product Benchmarking
    • 12.9.4. Recent Development
  • 12.10. Snowflake
    • 12.10.1. Company Overview
    • 12.10.2. Financial Performance
    • 12.10.3. Product Benchmarking
    • 12.10.4. Recent Development
  • 12.11. Teradata
    • 12.11.1. Company Overview
    • 12.11.2. Financial Performance
    • 12.11.3. Product Benchmarking
    • 12.11.4. Recent Development
  • 12.12. Informatica
    • 12.12.1. Company Overview
    • 12.12.2. Financial Performance
    • 12.12.3. Product Benchmarking
    • 12.12.4. Recent Development
  • 12.13. Databricks
    • 12.13.1. Company Overview
    • 12.13.2. Financial Performance
    • 12.13.3. Product Benchmarking
    • 12.13.4. Recent Development
  • 12.14. TIBCO Software
    • 12.14.1. Company Overview
    • 12.14.2. Financial Performance
    • 12.14.3. Product Benchmarking
    • 12.14.4. Recent Development