AIインフラ市場：提供、展開、エンドユーザー別 - 世界予測、2024年～2030年

AIインフラ市場規模は、2023年に365億2,000万米ドルと推定され、2024年には451億1,000万米ドルに達し、CAGR 24.08％で2030年には1,654億米ドルに達すると予測されています。

AIインフラ市場は、さまざまな最終用途産業向けの人工知能（AI）アプリケーションと機械学習（ML）モデルの展開、拡張、管理をサポートするハードウェア、ソフトウェア、サービスのエコシステムを指します。AIインフラには、GPU、TPU、ASICなどの専用プロセッサ、メモリおよびストレージ・ソリューション、ネットワーク機器、モデル学習用ソフトウェア・プラットフォーム、AI導入を促進するコンサルティング・サービスなどが含まれます。大規模なデータセットを処理する高性能コンピューティング・プラットフォームに対するニーズの高まりと、世界のエッジ・トゥ・クラウドAIインフラの台頭により、AIインフラソリューションの需要が急増しています。さらに、スマート製造やインダストリー4.0施設を推進する政府のイニシアチブも市場成長に寄与しています。しかし、設計の複雑さ、展開、メンテナンスの問題がAIインフラソリューションの採用を制限する可能性があります。サイバー攻撃やデータ漏洩事件に対する脆弱性は、市場に課題を投げかけています。さらに、技術の進歩とAIインフラの5G技術への統合により、超低遅延と広帯域幅のアプリケーションの新時代が促進され、市場に新たな機会がもたらされると期待されています。

提供AIエコシステムの特定のニーズに応える革新的なソリューションとサービス

AIモデルの効率的なトレーニングや推論パフォーマンスには、専用プロセッサや高速でスケーラブルなストレージ・ソリューションなどのAIハードウェアが不可欠です。並列処理機能により、機械学習モデルのトレーニング時間を短縮できるため、計算要件が厳しい組織ではCPUとGPUベースのシステムが好まれます。AIインフラのサービスには、AIソリューションの導入に関するコンサルティング・サポート、保守性と拡張性の確保、パフォーマンス監視のためのモデル管理サービスが含まれます。クラウドベースのインフラを利用した学習モデルは、リソースを最大限に活用するために実装されます。データのラベリングとアノテーションサービスは、プライバシーとセキュリティ基準を維持するための教師あり学習アルゴリズムに不可欠です。フレームワーク、データ準備ツール、モデル展開プラットフォームなどの多様なソフトウェアツールは、AIソリューションの設計、開発、展開に利用でき、複雑な操作のためのハイレベルなインターフェースを提供します。

展開：AIを活用したサービスの俊敏性と迅速な展開に焦点を当てたクラウドベースのAIインフラの利用拡大

クラウドベースのAIインフラは、柔軟性と拡張性に優れたソリューションであり、企業はハードウェアやメンテナンスへの大規模な投資を行うことなく、高度なAI機能を利用することができます。ハイブリッド型AIインフラは、クラウド型とオンプレミス型の長所を併せ持ち、企業は機密データの管理を維持しながら、特定の要件に基づいて展開を最適化することができます。AIインフラを最大限に管理する必要がある場合や、セキュリティ要件が厳しい場合には、クラウドベースのソリューションよりもオンプレミスの展開が好まれます。

エンドユーザー：企業や政府機関へのAIインフラ導入が増加しています。

クラウドサービスプロバイダー（CSP）は、処理能力やストレージ能力に対する様々な要求を持つ幅広いクライアントに対応するため、シームレスでスケーラブルなAIインフラを提供します。様々な業種の企業が、データ分析、自動化、チャットボットやバーチャルアシスタントによる顧客サービス向上などの目的でAIインフラを活用し、適切なAIインフラソリューションを選択しています。政府機関は、公共安全、ヘルスケアシステム管理、交通管理などのさまざまなアプリケーションにAIインフラを活用し、セキュリティとコンプライアンスの強化、費用対効果、相互運用性を高めています。

地域別インサイト

南北アメリカは、AIの研究開発に関連する投資が大幅に増加し、重要な世界市場プレーヤーが存在する、高度に発達したインフラを代表しています。米国、カナダ、メキシコは、消費者の需要が高まり、AIインフラソリューションの採用を後押ししている主要国です。欧州連合（EU）では、フランスやドイツなどの国々が、AI技術を開発するための研究開発への投資を増やす取り組みの先頭に立っています。政府の取り組みや政策は、アジア太平洋地域のさまざまな産業でAIの導入を推進する上で不可欠な役割を果たしています。中国、日本、インドを含む国々の政府は、将来の経済成長にとってのAIの重要性を認識しており、イノベーションを後押しするために研究開発（R&D）プログラムに多額の投資を行っています。さらに、新興企業のエコシステムが盛んであることも、市場の成長に大きく寄与しています。

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インフラ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インフラ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蓄積、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インフラ市場の市場規模および予測は？

2.AIインフラ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インフラ市場の技術動向と規制枠組みは？

4.AIインフラ市場における主要ベンダーの市場シェアは？

5.AIインフラ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
    • 大規模なデータセットを処理するための高性能コンピューティングプラットフォームの必要性
    • スマート製造とインダストリー4.0施設を推進する政府の取り組み
    • エッジツークラウドの台頭AIインフラが世界中で
  • 抑制要因
    • 設計、展開、保守の複雑さAIインフラ
  • 機会
    • AIインフラにおける新たな技術の統合と進歩
    • AIインフラにおける5Gネットワークの展開
  • 課題
    • サイバー攻撃やデータ侵害に対する脆弱性
• 市場セグメンテーション分析
  • 提供内容：AIエコシステムの特定のニーズに応える革新的なソリューションとサービス
  • 導入：AIを活用したサービスの俊敏性と迅速な導入に重点を置いたクラウドベースのAIインフラの利用率の向上
  • エンドユーザー：企業や政府機関へのAIインフラの導入が増加
• 市場動向分析
  • 南北アメリカには、膨大な数の特許登録を有する経験豊富なAIインフラ技術プロバイダーと調査機関が多数存在します。
  • 政府の取り組みと世界のテクノロジーベンダーの浸透の高まりが、APAC地域におけるAIインフラの将来を形作っています。
  • EMEA全体でのAI導入とAIガバナンスの推進に関する規制と標準を強調
• 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
• 規制枠組みの分析

第6章 AIインフラ市場：提供別

• ハードウェア
• サービス
• ソフトウェア

第7章 AIインフラ市場：展開別

• クラウド上
• オンプレミス

第8章 AIインフラ市場：エンドユーザー別

• クラウドサービスプロバイダー
• 企業
• 政府

第9章 南北アメリカのAIインフラ市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋のAIインフラ市場

• 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11章 欧州・中東・アフリカのAIインフラ市場

• 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12章 競合情勢

• 市場シェア分析、2023年
• FPNVポジショニングマトリックス、2023年
• 競合シナリオ分析
  • サウジアラビア、中国と提携してアラビア語ベースのAIシステムを構築
  • AMD、オープンソースAIソフトウェアのエキスパートNod.aiを買収
  • SambaNovaがフルスタック AIプラットフォームを強化するSN40Lを発表
  • EY、14億米ドルの投資を受けて人工知能プラットフォームEY.aiの立ち上げを発表
  • UAEを世界初のAI国家にするためのパートナーシップ
  • Jio PlatformsがNVIDIAと提携してクラウドベースのAIインフラを構築
  • タタ、NVIDIAと提携して大規模AIインフラを構築
  • マイクロソフト、UAEのG42パートナーシップを拡大し、クラウド、AIツールも提供
  • Google CloudとNVIDIAがAIコンピューティング、ソフトウェア、サービスの進化に向けて提携を拡大
  • Contextual AIとGoogle Cloudが提携し、企業に生成AIを導入
  • Nutanix、新しいNutanix GPT-in-a-Boxソリューションで生成AIの導入を簡素化
  • VAST Data、AI時代に向けた統合データプラットフォームを発表
  • AMD、アイルランドにおけるアダプティブコンピューティングの調査、開発、エンジニアリング事業の拡大に1億3,500万米ドルを投資する計画を発表
  • レノボ、AIインフラの拡張と最適化に3年間で10億米ドルを投資
  • ヒューレット・パッカード・エンタープライズが再現可能なAIで大規模AI機能を拡大するためPachydermを買収

第13章 競合ポートフォリオ

• 主要企業プロファイル
• 主要製品ポートフォリオ

LIST OF FIGURES

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

LIST OF TABLES

• TABLE 1. AI INFRASTRUCTURE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL AI INFRASTRUCTURE MARKET SIZE, 2018-2023 (USD MILLION)
• TABLE 4. GLOBAL AI INFRASTRUCTURE MARKET SIZE, 2024-2030 (USD MILLION)
• TABLE 5. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 6. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 7. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 8. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 9. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 10. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 11. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 12. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 13. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CPU & GPU, BY REGION, 2018-2023 (USD MILLION)
• TABLE 14. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CPU & GPU, BY REGION, 2024-2030 (USD MILLION)
• TABLE 15. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MEMORY & STORAGE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 16. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MEMORY & STORAGE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 17. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY NETWORKING EQUIPMENT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 18. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY NETWORKING EQUIPMENT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 19. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 20. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 21. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 22. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 23. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA INGESTION & INTEGRATION, BY REGION, 2018-2023 (USD MILLION)
• TABLE 24. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA INGESTION & INTEGRATION, BY REGION, 2024-2030 (USD MILLION)
• TABLE 25. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA PREPROCESSING & FEATURE ENGINEERING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 26. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA PREPROCESSING & FEATURE ENGINEERING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 27. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA STORAGE & MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 28. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA STORAGE & MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 29. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MACHINE LEARNING FRAMEWORKS & LIBRARIES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 30. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MACHINE LEARNING FRAMEWORKS & LIBRARIES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 31. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL DEPLOYMENT & SERVING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 32. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL DEPLOYMENT & SERVING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 33. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL TRAINING & VALIDATION, BY REGION, 2018-2023 (USD MILLION)
• TABLE 34. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL TRAINING & VALIDATION, BY REGION, 2024-2030 (USD MILLION)
• TABLE 35. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MONITORING & MAINTENANCE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 36. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MONITORING & MAINTENANCE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 37. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SECURITY & COMPLIANCE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 38. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SECURITY & COMPLIANCE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 39. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 40. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 41. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 42. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 43. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2023 (USD MILLION)
• TABLE 44. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-CLOUD, BY REGION, 2024-2030 (USD MILLION)
• TABLE 45. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 46. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-PREMISE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 47. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 48. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 49. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CLOUD SERVICE PROVIDERS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 50. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CLOUD SERVICE PROVIDERS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 51. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ENTERPRISES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 52. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ENTERPRISES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 53. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 54. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY GOVERNMENT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 55. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 56. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 57. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 58. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 59. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 60. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 61. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 62. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 63. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 64. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 65. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 66. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 67. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 68. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 69. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 70. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 71. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 72. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 73. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 74. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 75. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 76. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 77. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 78. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 79. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 80. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 81. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 82. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 83. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 84. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 85. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 86. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 87. CANADA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 88. CANADA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 89. CANADA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 90. CANADA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 91. CANADA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 92. CANADA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 93. CANADA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 94. CANADA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 95. CANADA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 96. CANADA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 97. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 98. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 99. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 100. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 101. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 102. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 103. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 104. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 105. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 106. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 107. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 108. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 109. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 110. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 111. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 112. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 113. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 114. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 115. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 116. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 117. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
• TABLE 118. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
• TABLE 119. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 120. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 121. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 122. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 123. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 124. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 125. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 126. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 127. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 128. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 129. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 130. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 131. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 132. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 133. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 134. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 135. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 136. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 137. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 138. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 139. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 140. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 141. CHINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 142. CHINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 143. CHINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 144. CHINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 145. CHINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 146. CHINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 147. CHINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 148. CHINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 149. CHINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 150. CHINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 151. INDIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 152. INDIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 153. INDIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 154. INDIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 155. INDIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 156. INDIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 157. INDIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 158. INDIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 159. INDIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 160. INDIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 161. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 162. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 163. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 164. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 165. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 166. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 167. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 168. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 169. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 170. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 171. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 172. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 173. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 174. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 175. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 176. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 177. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 178. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 179. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 180. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 181. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 182. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 183. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 184. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 185. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 186. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 187. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 188. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 189. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 190. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 191. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 192. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 193. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 194. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 195. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 196. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 197. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 198. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 199. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 200. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 201. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 202. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 203. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 204. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 205. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 206. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 207. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 208. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 209. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 210. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 211. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 212. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 213. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 214. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 215. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 216. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 217. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 218. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 219. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 220. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 221. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 222. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 223. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 224. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 225. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 226. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 227. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 228. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 229. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 230. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 231. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 232. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 233. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 234. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 235. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 236. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 237. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 238. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 239. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 240. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 241. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 242. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 243. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 244. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 245. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 246. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 247. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 248. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 249. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 250. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 251. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 252. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 253. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 254. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 255. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 256. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 257. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 258. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 259. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 260. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 261. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 262. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 263. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 264. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 265. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 266. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 267. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 268. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 269. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 270. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 271. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 272. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 273. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 274. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 275. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 276. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 277. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 278. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 279. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 280. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 281. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 282. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 283. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 284. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 285. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 286. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 287. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 288. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 289. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 290. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 291. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 292. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 293. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 294. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 295. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 296. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 297. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 298. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 299. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 300. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 301. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 302. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 303. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 304. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 305. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 306. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 307. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 308. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 309. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 310. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 311. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 312. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 313. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 314. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 315. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 316. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 317. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 318. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 319. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 320. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 321. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 322. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 323. ITALY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 324. ITALY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 325. ITALY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 326. ITALY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 327. ITALY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 328. ITALY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 329. ITALY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 330. ITALY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 331. ITALY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 332. ITALY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 333. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 334. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 335. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 336. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 337. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 338. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 339. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 340. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 341. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 342. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 343. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 344. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 345. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 346. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 347. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 348. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 349. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 350. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 351. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 352. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 353. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
• TABLE 354. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
• TABLE 355. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2023 (USD MILLION)
• TABLE 356. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2024-2030 (USD MILLION)
• TABLE 357. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 358. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 359. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
• TABLE 360. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
• TABLE 361. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2023 (USD MILLION)
• TABLE 362. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2024-2030 (USD MILLION)
• TABLE 363. POLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING,

[199 Pages Report] The AI Infrastructure Market size was estimated at USD 36.52 billion in 2023 and expected to reach USD 45.11 billion in 2024, at a CAGR 24.08% to reach USD 165.40 billion by 2030.

The AI infrastructure market refers to the ecosystem of hardware, software, and services that support the deployment, scaling, and management of artificial intelligence (AI) applications and machine learning (ML) models for various end-use industries. The AI infrastructure includes specialized processors such as GPUs, TPUs, ASICs, memory and storage solutions, networking equipment, software platforms for model training, and consulting services to facilitate AI adoption. The increasing need for high-performance computing platforms to process large datasets and the rising edge-to-cloud AI infrastructure worldwide are surging the demand for AI Infrastructure solutions. Additionally, the government initiatives promoting smart manufacturing and Industry 4.0 facilities contribute to market growth. However, the design complexities, deployment, and maintenance issues may limit the adoption of AI infrastructure solutions. The vulnerability to cyberattacks and data breach incidents poses challenges to the market. Moreover, the technological advancements and integration of AI infrastructure with 5G technology is expected to facilitate a new era of ultra-low latency and high-bandwidth applications, opening up additional opportunities for the market.

Offering: Innovative solution and services catering to specific needs of the AI ecosystem

The AI hardware, such as specialized processors and high-speed & scalable storage solutions, are crucial for efficient AI model training and inference performance. Organizations with demanding computational requirements prefer CPU & GPU-based systems due to their parallel processing capabilities that provide shorter training times for machine learning models. Services in AI infrastructure include consulting support on deploying AI solutions, ensuring maintainability & scalability model management services for monitoring performance. The training models using cloud-based infrastructures are implemented to maximize resource utilization. Data labeling & annotation services are essential for supervised learning algorithms to maintain privacy & security standards. A diverse range of software tools, such as frameworks, data preparation tools, and model deployment platforms, are available for designing, developing, and deploying AI solutions to provide a high-level interface for complex operations.

Deployment: Increasing utilization of the cloud-based AI infrastructure focusing on the agility and swift deployment of AI-powered services

Cloud-based AI infrastructure offers a flexible and scalable solution that allows organizations to access advanced AI capabilities without the need for large-scale investments in hardware and maintenance. Hybrid AI infrastructure combines the advantages of cloud and on-premise solutions, enabling organizations to optimize their deployments based on specific requirements while maintaining control over sensitive data. On-premise deployment is preferred over cloud-based solutions when organizations require maximum control over their AI infrastructure or have stringent security requirements.

End-Users: Rising deployment of the AI infrastructure into the enterprises and Government entities

Cloud Service Providers (CSPs) provide seamless and scalable AI infrastructures as they cater to a wide range of clients with varying demands for processing power and storage capabilities. Enterprises across various industries leverage AI infrastructure for purposes such as data analytics, automation, and customer service improvement through chatbots and virtual assistants to select a suitable AI infrastructure solution. Government entities utilize AI infrastructure for various applications such as public safety, healthcare systems management, and traffic management, among others, for enhanced security & compliance, cost-effectiveness, and interoperability.

Regional Insights

The Americas represent a highly developed infrastructure with significant growth in investments associated with AI research and development and the presence of significant global market players. The United States, Canada, and Mexico are major countries with rising consumer demands, boosting the adoption of AI infrastructure solutions. In the European Union, countries such as France and Germany are spearheading efforts to increase investments in research and development to develop AI technology. Government initiatives and policies play an essential role in driving AI adoption across various industries in the Asia-Pacific region. Governments in countries including China, Japan, and India have recognized the importance of AI for future economic growth and are heavily investing in research and development (R&D) programs to boost innovation. Additionally, the thriving startup ecosystem contributes significantly to the market growth.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the AI Infrastructure 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 Infrastructure 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 Infrastructure Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, Advanced Micro Devices Inc., Amazon Web Services, Inc., Appinventiv Technology Pvt. Ltd., Cerebras Systems, Cisco Systems, Inc., DataRobot, Inc., Fortinet, Inc., G-Core Labs S.A., Google LLC by Alphabet Inc., Graphcore Limited, Groq, Inc., Hailo Technologies Ltd., Hewlett Packard Enterprise Development LP, Huawei Technologies Co., Ltd., Intel Corporation, International Business Machines Corporation, Lenovo Group Limited, Lightmatter, Inc., Meta Platforms, Inc., Micron Technology Inc., Microsoft Corporation, Mythic, Inc., NEC Corporation, Nutanix, Inc., NVIDIA Corporation, OpenAI OpCo, LLC, Oracle Corporation, Pure Storage, Inc., Salesforce, Inc., SambaNova Systems, Inc, Samsung Electronics Co., Ltd., SAP SE, SenseTime Group Inc., Siemens AG, Sony Group Corporation, Synopsys Inc., and Toshiba Corporation.

Market Segmentation & Coverage

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

• Offering
  • Hardware
    • CPU & GPU
    • Memory & Storage
    • Networking Equipment

• Services
  • Data Ingestion & Integration
  • Data Preprocessing & Feature Engineering
  • Data Storage & Management
  • Machine Learning Frameworks & Libraries
  • Model Deployment & Serving
  • Model Training & Validation
  • Monitoring & Maintenance
  • Security & Compliance

• Software

• Deployment
  • On-Cloud
  • On-Premise

• End-Users
  • Cloud Service Providers
  • Enterprises
  • Government

• 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 Infrastructure Market?

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

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

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

5. Which modes and strategic moves are suitable for entering the AI Infrastructure 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. 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

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Need for high-performance computing platforms to process large datasets
    • 5.1.1.2. Government initiatives promoting smart manufacturing and industry 4.0 facilities
    • 5.1.1.3. Rise of edge-to-cloud AI infrastructure worldwide
  • 5.1.2. Restraints
    • 5.1.2.1. Complexity of designing, deploying, and maintaining AI infrastructure
  • 5.1.3. Opportunities
    • 5.1.3.1. New technological integration and advancements in AI infrastructure
    • 5.1.3.2. Emerging 5G network deployment in AI infrastructure
  • 5.1.4. Challenges
    • 5.1.4.1. Vulnerability to cyberattacks and data breaches
• 5.2. Market Segmentation Analysis
  • 5.2.1. Offering: Innovative solution and services catering to specific needs of the AI ecosystem
  • 5.2.2. Deployment: Increasing utilization of the cloud-based AI infrastructure focusing on the agility and swift deployment of AI-powered services
  • 5.2.3. End-Users: Rising deployment of the AI infrastructure into the enterprises and Government entities
• 5.3. Market Trend Analysis
  • 5.3.1. Strong presence of experienced AI infrastructure technology providers and research institutes with an enormous number of patent registrations in the Americas
  • 5.3.2. Government initiatives and rising penetration of global tech vendors are shaping the future of AI infrastructure in the APAC region
  • 5.3.3. Emphasized regulation and standards for AI deployment and advancing AI governance across EMEA
• 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 Analysis

6. AI Infrastructure Market, by Offering

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

7. AI Infrastructure Market, by Deployment

• 7.1. Introduction
• 7.2. On-Cloud
• 7.3. On-Premise

8. AI Infrastructure Market, by End-Users

• 8.1. Introduction
• 8.2. Cloud Service Providers
• 8.3. Enterprises
• 8.4. Government

9. Americas AI Infrastructure Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific AI Infrastructure Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa AI Infrastructure Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
  • 12.3.1. Saudi Arabia Partners with China to Create Arabic-based AI System
  • 12.3.2. AMD to Acquire Open-Source AI Software Expert Nod.ai
  • 12.3.3. SambaNova Unveils the SN40L, Powering its Full Stack AI Platform
  • 12.3.4. EY Announces Launch of Artificial Intelligence Platform EY.ai Following USD 1.4 Billion Investment
  • 12.3.5. Partnership to Launch UAE as the World's First AI Nation
  • 12.3.6. Jio Platforms Ties up with NVIDIA to Build Cloud-based AI Infrastructure
  • 12.3.7. Tata Partners With NVIDIA to Build Large-Scale AI Infrastructure
  • 12.3.8. Microsoft Expands UAE's G42 Partnership to Include Cloud, AI Tools
  • 12.3.9. Google Cloud and NVIDIA Expand Partnership to Advance AI Computing, Software and Services
  • 12.3.10. Contextual AI and Google Cloud Partner to Bring Generative AI to the Enterprise
  • 12.3.11. Nutanix Simplifies Adoption of Generative AI with New Nutanix GPT-in-a-Box Solution
  • 12.3.12. VAST Data Launches Unified Data Platform for the Age of AI
  • 12.3.13. AMD Announces Plan to Invest USD 135 Million to Expand Adaptive Computing Research, Development and Engineering Operations in Ireland
  • 12.3.14. Lenovo to Invest USD 1 Billion over 3 Years on Expansion and Optimisation of AI Infrastructure
  • 12.3.15. Hewlett Packard Enterprise acquires Pachyderm to expand AI-at-scale capabilities with reproducible AI

13. Competitive Portfolio

• 13.1. Key Company Profiles
• 13.2. Key Product Portfolio