AIデータ管理市場：提供別、データタイプ別、技術別、展開別、用途別、最終用途別 - 世界予測、2024年～2030年

AIデータ管理市場規模は2023年に247億1,000万米ドルと推計され、2024年には299億9,000万米ドルに達し、CAGR 22.03%で2030年には996億3,000万米ドルに達すると予測されます。

AIデータ管理の世界市場

AIデータ管理は、人工知能（AI）アプリケーションにおける大量の構造化・非構造化データの整理、保管、ガバナンス、利用をサポートする技術とサービスを包含します。AIデータ管理の用途には、機械学習モデル、自然言語処理、コンピュータビジョンシステム、予測分析のためのデータ管理が含まれます。組織全体におけるデータの使用量の急激な増加と、データ分析および処理の強化に対するニーズの高まりが、市場の成長を促進しています。さらに、法規制遵守とデータプライバシー重視の高まり、IoT技術の台頭により、AIデータ管理ソリューションの利用が増加しています。AIデータ管理ソリューションの導入には高いコストがかかるため、その展開は制限されています。とはいえ、データの保存と処理の柔軟性を高めるためにハイブリッド環境とマルチクラウド環境の採用が増加しており、AIデータ管理市場の成長を促進すると予想されます。さらに、不変のデータ追跡のためのブロックチェーンとAIの統合の高まりや、さまざまな分野の独自のニーズに対応するための業界特化型AIデータ管理ツールの開拓は、市場成長の機会を生み出すと期待されています。

地域別の洞察

アメリカのAIデータ管理市場は、投資と技術導入のレベルが高いことが特徴で、金融、ヘルスケア、小売などのセクターでイノベーションが重視されています。南北アメリカでは、消費者のテクノロジーへの精通度が高まっており、AIを活用した製品やサービスへの意欲が高まっています。AIデータ管理への投資は活発で、研究や特許取得を後押ししています。多国籍企業や新興企業は、クラウド、エッジコンピューティング、サイバーセキュリティを通じてAIを統合し、データ管理ソリューションを強化する先駆的な取り組みを行っています。EUのAIに対するスタンスは、データプライバシーに強く焦点を当てた、倫理的で責任ある利用を中心に展開されています。その結果、GDPRやその他の規制の枠組みに沿ったAIソリューションが顧客に好まれるようになっています。ホライゾン・欧州・プログラムは、倫理的基準を維持しながらAI能力を発展させるというEUの献身を強調しています。中東、特にUAEやサウジアラビアなどの湾岸諸国は、石油以外の経済を多様化するというビジョンの一環として、AIに多額の投資を行っています。アフリカのAI市場は黎明期にあり、南アフリカとケニアがAI導入の先頭を走っています。伝統的な産業分野と、農業の最適化や病気の予測といったアフリカ大陸特有の課題の両方に対応する消費者ニーズが独自に融合しています。アジア太平洋地域はAIにおいて重要な地域として浮上しており、その企業や政府はAI関連の特許を数多く出願しています。国家主導のアプローチにはAIへの大規模な投資が含まれ、監視、eコマース、スマートシティなどの分野をサポートするためのデータ管理と分析に重点が置かれています。

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスは、AIデータ管理市場の評価において極めて重要です。事業戦略や製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件に沿った十分な情報に基づいた意思決定を行うことができます。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、AIデータ管理市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1-市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2-市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3-市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4-競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力などを網羅的に評価します。

5-製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1-AIデータ管理市場の市場規模および予測は？

2-AIデータ管理市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3-AIデータ管理市場における技術動向と規制の枠組みは？

4-AIデータ管理市場における主要ベンダーの市場シェアは？

5-AIデータ管理市場への参入に適した形態や戦略的手段は？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 世界中のビジネス組織におけるデータ使用の急増
    • IoTと接続されたデバイスの採用の増加
    • さまざまなデータ保護規制を遵守する必要性の高まり
  • 抑制要因
    • AIデータ管理ソリューションによる開発と導入のコストが高い
  • 機会
    • 先進的なAIデータ管理ソリューションのイントロダクションが増加
    • 業界固有のAIデータ管理ツールの採用が増加
  • 課題
    • AIデータ管理ツールに関連する技術的な制限事項
• 市場セグメンテーション分析
  • 提供：さまざまなソースからのデータの結合を容易にするAIデータ管理ソフトウェアの使用を拡大
  • 展開：迅速なデータ拡張を必要とする企業の間で、クラウドベースのAIデータ管理ソリューションの可能性が高まっています
  • 最終用途：政府および防衛部門における機密データの管理におけるAIデータ管理の重要性の高まり
  • 用途：主な特徴をサマリーた探索的データ分析（EDA）でのAIデータ管理の使用の拡大
• 市場動向分析
• 高インフレの累積的影響
• ポーターのファイブフォース分析
• バリューチェーンとクリティカルパス分析
• 規制の枠組み

第6章 AIデータ管理市場：提供別

• サービス
• ソフトウェア

第7章 AIデータ管理市場：データタイプ別

• オーディオ
• 画像
• スピーチ・声
• 文章
• ビデオ

第8章 AIデータ管理市場：技術別

• コンピュータビジョン
• 機械学習
• 自然言語処理

第9章 AIデータ管理市場：展開別

• オンクラウド
• オンプレミス

第10章 AIデータ管理市場：用途別

• データの匿名化と圧縮
• データ拡張
• データ検証とノイズ低減
• 探索的データ分析
• 代入予測モデリング
• プロセスオートメーション

第11章 AIデータ管理市場：最終用途別

• 銀行、金融サービス、保険
• エネルギーと公共事業
• 政府と防衛
• ヘルスケアとライフサイエンス
• 製造業
• メディアとエンターテイメント
• 小売と電子商取引
• 電気通信

第12章 南北アメリカのAIデータ管理市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第13章 アジア太平洋のAIデータ管理市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第14章 欧州・中東・アフリカのAIデータ管理市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第15章 競合情勢

• FPNVポジショニングマトリクス
• 市場シェア分析：主要企業別
• 競合シナリオ主要企業別の分析
  • 新製品発売と機能強化

第16章 競争力のあるポートフォリオ

• 主要な企業プロファイル
  • Alteryx, Inc.
  • Amazon Web Services, Inc.
  • Attivio Inc.
  • Cloudera, Inc.
  • Collibra N.V.
  • Confluent, Inc.
  • Couchbase, Inc.
  • Databricks Inc.
  • Dataiku Inc.
  • DataRobot, Inc.
  • Elastic N.V.
  • Google LLC
  • Informatica LLC
  • International Business Machines Corporation
  • MarkLogic Corporation
  • Microsoft Corporation
  • MongoDB, Inc.
  • Neo4j, Inc.
  • Oracle Corporation
  • Palantir Technologies Inc.
  • Qlik Technologies Inc.
  • Redis Labs, Inc.
  • SAP SE
  • SAS Institute Inc.
  • Snowflake Inc.
  • Talend SA
  • Teradata Corporation
  • ThoughtSpot Inc.
• 主要な製品ポートフォリオ

第17章 付録

• ディスカッションガイド
• ライセンスと価格について

LIST OF FIGURES

• FIGURE 1. AI DATA MANAGEMENT MARKET RESEARCH PROCESS
• FIGURE 2. AI DATA MANAGEMENT MARKET SIZE, 2023 VS 2030
• FIGURE 3. AI DATA MANAGEMENT MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. AI DATA MANAGEMENT MARKET SIZE, BY REGION, 2023 VS 2030 (%)
• FIGURE 5. AI DATA MANAGEMENT MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. AI DATA MANAGEMENT MARKET DYNAMICS
• FIGURE 7. AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
• FIGURE 8. AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 9. AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2023 VS 2030 (%)
• FIGURE 10. AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 11. AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 12. AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 13. AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 14. AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 15. AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 16. AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 17. AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2023 VS 2030 (%)
• FIGURE 18. AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 19. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 20. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 21. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 22. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 23. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 24. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 25. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 26. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 27. AI DATA MANAGEMENT MARKET, FPNV POSITIONING MATRIX, 2023
• FIGURE 28. AI DATA MANAGEMENT MARKET SHARE, BY KEY PLAYER, 2023

LIST OF TABLES

• TABLE 1. AI DATA MANAGEMENT MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. AI DATA MANAGEMENT MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL AI DATA MANAGEMENT MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 6. AI DATA MANAGEMENT MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 7. AI DATA MANAGEMENT MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 8. AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 9. AI DATA MANAGEMENT MARKET SIZE, BY AUDIO, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. AI DATA MANAGEMENT MARKET SIZE, BY IMAGE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. AI DATA MANAGEMENT MARKET SIZE, BY SPEECH & VOICE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. AI DATA MANAGEMENT MARKET SIZE, BY TEXT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. AI DATA MANAGEMENT MARKET SIZE, BY VIDEO, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 15. AI DATA MANAGEMENT MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. AI DATA MANAGEMENT MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. AI DATA MANAGEMENT MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 19. AI DATA MANAGEMENT MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. AI DATA MANAGEMENT MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 22. AI DATA MANAGEMENT MARKET SIZE, BY DATA ANONYMIZATION & COMPRESSION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. AI DATA MANAGEMENT MARKET SIZE, BY DATA AUGMENTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. AI DATA MANAGEMENT MARKET SIZE, BY DATA VALIDATION & NOISE REDUCTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. AI DATA MANAGEMENT MARKET SIZE, BY EXPLORATORY DATA ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. AI DATA MANAGEMENT MARKET SIZE, BY IMPUTATION PREDICTIVE MODELING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. AI DATA MANAGEMENT MARKET SIZE, BY PROCESS AUTOMATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 29. AI DATA MANAGEMENT MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. AI DATA MANAGEMENT MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. AI DATA MANAGEMENT MARKET SIZE, BY GOVERNMENT & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. AI DATA MANAGEMENT MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. AI DATA MANAGEMENT MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. AI DATA MANAGEMENT MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. AI DATA MANAGEMENT MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. AI DATA MANAGEMENT MARKET SIZE, BY TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 38. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 39. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 40. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 41. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 44. ARGENTINA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 45. ARGENTINA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 46. ARGENTINA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 47. ARGENTINA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 48. ARGENTINA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 49. ARGENTINA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 50. BRAZIL AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 51. BRAZIL AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 52. BRAZIL AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 53. BRAZIL AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 54. BRAZIL AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 55. BRAZIL AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 56. CANADA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 57. CANADA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 58. CANADA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 59. CANADA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 60. CANADA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 61. CANADA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 62. MEXICO AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 63. MEXICO AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 64. MEXICO AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 65. MEXICO AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 66. MEXICO AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 67. MEXICO AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 68. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 69. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 70. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 71. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 72. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 73. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 74. UNITED STATES AI DATA MANAGEMENT MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 75. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 76. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 77. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 78. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 79. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 80. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 81. ASIA-PACIFIC AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 82. AUSTRALIA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 83. AUSTRALIA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 84. AUSTRALIA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 85. AUSTRALIA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 86. AUSTRALIA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 87. AUSTRALIA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 88. CHINA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 89. CHINA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 90. CHINA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 91. CHINA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 92. CHINA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 93. CHINA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 94. INDIA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 95. INDIA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 96. INDIA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 97. INDIA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 98. INDIA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 99. INDIA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 100. INDONESIA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 101. INDONESIA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 102. INDONESIA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 103. INDONESIA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 104. INDONESIA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 105. INDONESIA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 106. JAPAN AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 107. JAPAN AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 108. JAPAN AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 109. JAPAN AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 110. JAPAN AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 111. JAPAN AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 112. MALAYSIA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 113. MALAYSIA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 114. MALAYSIA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 115. MALAYSIA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 116. MALAYSIA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 117. MALAYSIA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 118. PHILIPPINES AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 119. PHILIPPINES AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 120. PHILIPPINES AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 121. PHILIPPINES AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 122. PHILIPPINES AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 123. PHILIPPINES AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 124. SINGAPORE AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 125. SINGAPORE AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 126. SINGAPORE AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 127. SINGAPORE AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 128. SINGAPORE AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 129. SINGAPORE AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 130. SOUTH KOREA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 131. SOUTH KOREA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 132. SOUTH KOREA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 133. SOUTH KOREA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 134. SOUTH KOREA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 135. SOUTH KOREA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 136. TAIWAN AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 137. TAIWAN AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 138. TAIWAN AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 139. TAIWAN AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 140. TAIWAN AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 141. TAIWAN AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 142. THAILAND AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 143. THAILAND AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 144. THAILAND AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 145. THAILAND AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 146. THAILAND AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 147. THAILAND AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 148. VIETNAM AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 149. VIETNAM AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 150. VIETNAM AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 151. VIETNAM AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 152. VIETNAM AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 153. VIETNAM AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 154. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 155. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 156. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 157. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 158. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 159. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 160. EUROPE, MIDDLE EAST & AFRICA AI DATA MANAGEMENT MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 161. DENMARK AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 162. DENMARK AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 163. DENMARK AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 164. DENMARK AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 165. DENMARK AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 166. DENMARK AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 167. EGYPT AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 168. EGYPT AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 169. EGYPT AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 170. EGYPT AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 171. EGYPT AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 172. EGYPT AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 173. FINLAND AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 174. FINLAND AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 175. FINLAND AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 176. FINLAND AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 177. FINLAND AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 178. FINLAND AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 179. FRANCE AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 180. FRANCE AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 181. FRANCE AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 182. FRANCE AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 183. FRANCE AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 184. FRANCE AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 185. GERMANY AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 186. GERMANY AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 187. GERMANY AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 188. GERMANY AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 189. GERMANY AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 190. GERMANY AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 191. ISRAEL AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 192. ISRAEL AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 193. ISRAEL AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 194. ISRAEL AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 195. ISRAEL AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 196. ISRAEL AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 197. ITALY AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 198. ITALY AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 199. ITALY AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 200. ITALY AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 201. ITALY AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 202. ITALY AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 203. NETHERLANDS AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 204. NETHERLANDS AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 205. NETHERLANDS AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 206. NETHERLANDS AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 207. NETHERLANDS AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 208. NETHERLANDS AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 209. NIGERIA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 210. NIGERIA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 211. NIGERIA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 212. NIGERIA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 213. NIGERIA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 214. NIGERIA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 215. NORWAY AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 216. NORWAY AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 217. NORWAY AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 218. NORWAY AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 219. NORWAY AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 220. NORWAY AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 221. POLAND AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 222. POLAND AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 223. POLAND AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 224. POLAND AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 225. POLAND AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 226. POLAND AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 227. QATAR AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 228. QATAR AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 229. QATAR AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 230. QATAR AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 231. QATAR AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 232. QATAR AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 233. RUSSIA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 234. RUSSIA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 235. RUSSIA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 236. RUSSIA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 237. RUSSIA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 238. RUSSIA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 239. SAUDI ARABIA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 240. SAUDI ARABIA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 241. SAUDI ARABIA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 242. SAUDI ARABIA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 243. SAUDI ARABIA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 244. SAUDI ARABIA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 245. SOUTH AFRICA AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 246. SOUTH AFRICA AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 247. SOUTH AFRICA AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 248. SOUTH AFRICA AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 249. SOUTH AFRICA AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 250. SOUTH AFRICA AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 251. SPAIN AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 252. SPAIN AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 253. SPAIN AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 254. SPAIN AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 255. SPAIN AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 256. SPAIN AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 257. SWEDEN AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 258. SWEDEN AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 259. SWEDEN AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 260. SWEDEN AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 261. SWEDEN AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 262. SWEDEN AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 263. SWITZERLAND AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 264. SWITZERLAND AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 265. SWITZERLAND AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 266. SWITZERLAND AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 267. SWITZERLAND AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 268. SWITZERLAND AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 269. TURKEY AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 270. TURKEY AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 271. TURKEY AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 272. TURKEY AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 273. TURKEY AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 274. TURKEY AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 275. UNITED ARAB EMIRATES AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 276. UNITED ARAB EMIRATES AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 277. UNITED ARAB EMIRATES AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 278. UNITED ARAB EMIRATES AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 279. UNITED ARAB EMIRATES AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 280. UNITED ARAB EMIRATES AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 281. UNITED KINGDOM AI DATA MANAGEMENT MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 282. UNITED KINGDOM AI DATA MANAGEMENT MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
• TABLE 283. UNITED KINGDOM AI DATA MANAGEMENT MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 284. UNITED KINGDOM AI DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 285. UNITED KINGDOM AI DATA MANAGEMENT MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 286. UNITED KINGDOM AI DATA MANAGEMENT MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 287. AI DATA MANAGEMENT MARKET, FPNV POSITIONING MATRIX, 2023
• TABLE 288. AI DATA MANAGEMENT MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 289. AI DATA MANAGEMENT MARKET LICENSE & PRICING

[188 Pages Report] The AI Data Management Market size was estimated at USD 24.71 billion in 2023 and expected to reach USD 29.99 billion in 2024, at a CAGR 22.03% to reach USD 99.63 billion by 2030.

Global AI Data Management Market

AI data management encompasses technologies and services that support the organization, storage, governance, and use of large volumes of structured and unstructured data in artificial intelligence (AI) applications. The application of AI data management includes managing data for machine learning models, natural language processing, computer vision systems, and predictive analytics. The exponential increase in the usage of data across organizations, along with the increasing need for enhanced data analytics and processing, is driving the growth of the market. Additionally, the growing emphasis on regulatory compliance and data privacy and the emergence of IoT technology are increasing the usage of AI data management solutions. The high costs associated with implementing AI data management solutions limit their deployment. Nevertheless, the growing adoption of hybrid and multi-cloud environments for greater flexibility in data storage and processing is expected to fuel the growth of the AI data management market. Further, the rising integration of AI with Blockchain for immutable data tracking and the development of industry-specific AI data management tools to cater to the unique needs of different sectors is expected to create opportunities for market growth.

Regional Insights

America's AI data management market is characterized by high levels of investment and technological adoption, emphasizing innovation across sectors such as finance, healthcare, and retail. In the Americas, consumers are increasingly tech-savvy, with an appetite for AI-driven products and services. Investments in AI data management are substantial, propelling research and patenting activity. Multinational corporations and startups are pioneering integrating AI through the cloud, edge computing, and cybersecurity to enhance data management solutions. The EU's stance on AI revolves around ethical and responsible use, with a strong focus on data privacy. This has resulted in a customer preference towards AI solutions that align with GDPR and other regulatory frameworks. The Horizon Europe program underlines the EU's dedication to advancing AI capabilities while maintaining ethical standards. The Middle East, particularly Gulf states such as the UAE and Saudi Arabia, is investing heavily in AI as part of their vision to diversify economies beyond oil. Africa's AI market is nascent, with South Africa and Kenya leading the way in AI adoption. There is a unique blend of consumer needs addressing both traditional industry sectors and challenges unique to the continent, such as agricultural optimization and disease prediction. Asia-Pacific has emerged as a significant region in AI, with its companies and government filing numerous AI-related patents. The state-driven approach has included massive investments in AI, strongly emphasizing data management and analytics to support sectors like surveillance, e-commerce, and smart cities.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the AI Data Management Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the AI Data Management Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the AI Data Management Market, highlighting leading vendors and their innovative profiles. These include Alteryx, Inc., Amazon Web Services, Inc., Attivio Inc., Cloudera, Inc., Collibra N.V., Confluent, Inc., Couchbase, Inc., Databricks Inc., Dataiku Inc., DataRobot, Inc., Elastic N.V., Google LLC, Informatica LLC, International Business Machines Corporation, MarkLogic Corporation, Microsoft Corporation, MongoDB, Inc., Neo4j, Inc., Oracle Corporation, Palantir Technologies Inc., Qlik Technologies Inc., Redis Labs, Inc., SAP SE, SAS Institute Inc., Snowflake Inc., Talend SA, Teradata Corporation, and ThoughtSpot Inc..

Market Segmentation & Coverage

This research report categorizes the AI Data Management Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Offering
  • Services
  • Software
• Data Type
  • Audio
  • Image
  • Speech & Voice
  • Text
  • Video
• Technology
  • Computer Vision
  • Machine Learning
  • Natural Language Processing
• Deployment
  • On-Cloud
  • On-Premise
• Application
  • Data Anonymization & Compression
  • Data Augmentation
  • Data Validation & Noise Reduction
  • Exploratory Data Analysis
  • Imputation Predictive Modeling
  • Process Automation
• End-Use
  • Banking, Financial Services & Insurance
  • Energy & Utilities
  • Government & Defense
  • Healthcare & Life Sciences
  • Manufacturing
  • Media & Entertainment
  • Retail & eCommerce
  • Telecommunications
• Region
  • Americas
    • Argentina
    • Brazil
    • Canada
    • Mexico
    • United States
      • California
      • Florida
      • Illinois
      • New York
      • Ohio
      • Pennsylvania
      • Texas
  • Asia-Pacific
    • Australia
    • China
    • India
    • Indonesia
    • Japan
    • Malaysia
    • Philippines
    • Singapore
    • South Korea
    • Taiwan
    • Thailand
    • Vietnam
  • Europe, Middle East & Africa
    • Denmark
    • Egypt
    • Finland
    • France
    • Germany
    • Israel
    • Italy
    • Netherlands
    • Nigeria
    • Norway
    • Poland
    • Qatar
    • Russia
    • Saudi Arabia
    • South Africa
    • Spain
    • Sweden
    • Switzerland
    • Turkey
    • United Arab Emirates
    • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the AI Data Management Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the AI Data Management Market?

3. What are the technology trends and regulatory frameworks in the AI Data Management Market?

4. What is the market share of the leading vendors in the AI Data Management Market?

5. Which modes and strategic moves are suitable for entering the AI Data Management Market?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Limitations
• 1.7. Assumptions
• 1.8. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

• 4.1. Introduction
• 4.2. AI Data Management Market, by Region

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Proliferation of data usage across business organizations worldwide
    • 5.1.1.2. Rising adoption of IoT and connected devices
    • 5.1.1.3. Increasing need for compliance with various data protection regulations
  • 5.1.2. Restraints
    • 5.1.2.1. High cost of development and deployment with AI data management solutions
  • 5.1.3. Opportunities
    • 5.1.3.1. Growing introduction of advanced AI data management solutions
    • 5.1.3.2. Rising adoption of industry-specific AI data management tools
  • 5.1.4. Challenges
    • 5.1.4.1. Technical limitations associated with AI data management tools
• 5.2. Market Segmentation Analysis
  • 5.2.1. Offering: Expanding usage of AI data management software that facilitates the merging of data from different sources
  • 5.2.2. Deployment: Rising potential cloud-based AI data management solution among companies that require rapid data scaling
  • 5.2.3. End-Use: Rising significance of AI data management in the government & defense sector for managing sensitive data
  • 5.2.4. Application: Expanding usage of AI data management for exploratory data analysis (EDA), which summarizes the main characteristics
• 5.3. Market Trend Analysis
• 5.4. Cumulative Impact of High Inflation
• 5.5. Porter's Five Forces Analysis
  • 5.5.1. Threat of New Entrants
  • 5.5.2. Threat of Substitutes
  • 5.5.3. Bargaining Power of Customers
  • 5.5.4. Bargaining Power of Suppliers
  • 5.5.5. Industry Rivalry
• 5.6. Value Chain & Critical Path Analysis
• 5.7. Regulatory Framework

6. AI Data Management Market, by Offering

• 6.1. Introduction
• 6.2. Services
• 6.3. Software

7. AI Data Management Market, by Data Type

• 7.1. Introduction
• 7.2. Audio
• 7.3. Image
• 7.4. Speech & Voice
• 7.5. Text
• 7.6. Video

8. AI Data Management Market, by Technology

• 8.1. Introduction
• 8.2. Computer Vision
• 8.3. Machine Learning
• 8.4. Natural Language Processing

9. AI Data Management Market, by Deployment

• 9.1. Introduction
• 9.2. On-Cloud
• 9.3. On-Premise

10. AI Data Management Market, by Application

• 10.1. Introduction
• 10.2. Data Anonymization & Compression
• 10.3. Data Augmentation
• 10.4. Data Validation & Noise Reduction
• 10.5. Exploratory Data Analysis
• 10.6. Imputation Predictive Modeling
• 10.7. Process Automation

11. AI Data Management Market, by End-Use

• 11.1. Introduction
• 11.2. Banking, Financial Services & Insurance
• 11.3. Energy & Utilities
• 11.4. Government & Defense
• 11.5. Healthcare & Life Sciences
• 11.6. Manufacturing
• 11.7. Media & Entertainment
• 11.8. Retail & eCommerce
• 11.9. Telecommunications

12. Americas AI Data Management Market

• 12.1. Introduction
• 12.2. Argentina
• 12.3. Brazil
• 12.4. Canada
• 12.5. Mexico
• 12.6. United States

13. Asia-Pacific AI Data Management Market

• 13.1. Introduction
• 13.2. Australia
• 13.3. China
• 13.4. India
• 13.5. Indonesia
• 13.6. Japan
• 13.7. Malaysia
• 13.8. Philippines
• 13.9. Singapore
• 13.10. South Korea
• 13.11. Taiwan
• 13.12. Thailand
• 13.13. Vietnam

14. Europe, Middle East & Africa AI Data Management Market

• 14.1. Introduction
• 14.2. Denmark
• 14.3. Egypt
• 14.4. Finland
• 14.5. France
• 14.6. Germany
• 14.7. Israel
• 14.8. Italy
• 14.9. Netherlands
• 14.10. Nigeria
• 14.11. Norway
• 14.12. Poland
• 14.13. Qatar
• 14.14. Russia
• 14.15. Saudi Arabia
• 14.16. South Africa
• 14.17. Spain
• 14.18. Sweden
• 14.19. Switzerland
• 14.20. Turkey
• 14.21. United Arab Emirates
• 14.22. United Kingdom

15. Competitive Landscape

• 15.1. FPNV Positioning Matrix
• 15.2. Market Share Analysis, By Key Player
• 15.3. Competitive Scenario Analysis, By Key Player
  • 15.3.1. New Product Launch & Enhancement
    • 15.3.1.1. AI Powered Inventory Management System Predian Launches
    • 15.3.1.2. Duck Creek Technologies Unveils the Next Generation of Data Management and Analytics with the Launch of Duck Creek Clarity
    • 15.3.1.3. K2view Launches Synthetic Data Management Solution

16. Competitive Portfolio

• 16.1. Key Company Profiles
  • 16.1.1. Alteryx, Inc.
  • 16.1.2. Amazon Web Services, Inc.
  • 16.1.3. Attivio Inc.
  • 16.1.4. Cloudera, Inc.
  • 16.1.5. Collibra N.V.
  • 16.1.6. Confluent, Inc.
  • 16.1.7. Couchbase, Inc.
  • 16.1.8. Databricks Inc.
  • 16.1.9. Dataiku Inc.
  • 16.1.10. DataRobot, Inc.
  • 16.1.11. Elastic N.V.
  • 16.1.12. Google LLC
  • 16.1.13. Informatica LLC
  • 16.1.14. International Business Machines Corporation
  • 16.1.15. MarkLogic Corporation
  • 16.1.16. Microsoft Corporation
  • 16.1.17. MongoDB, Inc.
  • 16.1.18. Neo4j, Inc.
  • 16.1.19. Oracle Corporation
  • 16.1.20. Palantir Technologies Inc.
  • 16.1.21. Qlik Technologies Inc.
  • 16.1.22. Redis Labs, Inc.
  • 16.1.23. SAP SE
  • 16.1.24. SAS Institute Inc.
  • 16.1.25. Snowflake Inc.
  • 16.1.26. Talend SA
  • 16.1.27. Teradata Corporation
  • 16.1.28. ThoughtSpot Inc.
• 16.2. Key Product Portfolio

17. Appendix

• 17.1. Discussion Guide
• 17.2. License & Pricing