AIインフラストラクチャ市場：オファリング、展開、エンドユーザー別-2025～2030年の世界予測

AIインフラストラクチャ市場の2023年の市場規模は365億2,000万米ドル、2024年には451億1,000万米ドルに達すると予測され、CAGR 24.08％で成長し、2030年には1,654億米ドルに達すると予測されています。

AIインフラストラクチャには、人工知能用途を支えるハードウェアとソフトウェアシステム、ネットワーク、データストレージ、コンピューティングリソースの包括的なセットアップが含まれます。AIインフラストラクチャの必要性は、さまざまなセグメントでAIの導入が進み、大量のデータを効率的に処理する高性能なコンピューティング能力が求められていることから生じています。その用途は医療、自動車、金融、製造などさまざまな産業に及び、AIは製品開発におけるイノベーションを促進し、業務効率を高め、顧客体験を向上させます。最終用途は、洞察に満ちたデータ分析、リアルタイムの意思決定、定型業務の自動化にAIを活用し、デジタルトランスフォーメーションの旅を加速させようとしている企業にまで広がっています。

市場成長は、AIハードウェアの技術的進歩、AIとクラウドコンピューティングの統合、中小企業によるAIの採用増加の影響を受けています。さらに、AIの研究開発を支援する政府の取り組みが、この成長をさらに後押ししています。持続可能性と脱炭素化のニーズに対応するエネルギー効率と拡大性の高いAIインフラストラクチャソリューションの開発には新たな機会が存在し、大きな投資の可能性を示しています。このような機会を活用するために、企業はパートナーシップ、買収、AIチップセット、エッジコンピューティング、量子コンピューティング技術における継続的なイノベーションを通じてAI能力の強化に注力すべきです。

しかし、AIインフラストラクチャ市場は、初期設備投資の高さ、AIシステム導入の複雑さ、AI技術を管理するスキルの不足といった限界に直面しています。これらの課題には、AIのポテンシャルを最大限に活用するための人材獲得とトレーニング・プログラムのための強固な戦略が必要です。また、AI主導の機密データを保護するためのサイバーセキュリティの革新や、AI利用をめぐる倫理的懸念への対応も、持続的成長には欠かせないです。自律システム、ニューロシンボリックAI、AIの説明可能性などの調査セグメントは、AIをより幅広い用途に利用しやすく理解しやすくする方法について洞察を提供することで、ビジネスのさらなる成長を引き出すことができます。市場力学はダイナミックで競争的であり、急速な技術進歩が新規参入やビジネス機会の道を開いているため、ビジネス戦略における敏捷性と先見性の重要性が強調されています。

市場力学：急速に進化するAIインフラストラクチャ市場の主要市場洞察を公開

AIインフラストラクチャ市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネス機会の獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 大規模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の必要性
  • スマートマニュファクチャリングとインダストリー4.0設備を推進する政府の取り組み
  • 世界のエッジ・ツー・クラウドAIインフラストラクチャの台頭
• 市場抑制要因
  • AIインフラストラクチャの設計、導入、保守の複雑さ
• 市場機会
  • AIインフラストラクチャにおける新たな技術統合と進歩
  • AIインフラストラクチャにおける新たな5Gネットワーク展開
• 市場課題
  • サイバー攻撃やデータ漏洩に対する脆弱性

ポーターのファイブフォース：AIインフラストラクチャ市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、AIインフラストラクチャ市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォースフレームワークは、企業の競合を評価し、戦略的機会を探るための明確な手法を記載しています。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これら洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することで、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：AIインフラストラクチャ市場における外部からの影響の把握

外部マクロ環境要因は、AIインフラストラクチャ市場の業績力学を形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を記載しています。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析：AIインフラストラクチャ市場における競合情勢の把握

AIインフラストラクチャ市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、セグメント化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニングマトリックス：AIインフラストラクチャ市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、AIインフラストラクチャ市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標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。4つの象限はベンダーを明確かつ正確に区分し、ユーザーが戦略目標に最適なパートナーやソリューションを特定するのに役立ちます。

本レポートは、主要な注目セグメントを網羅した包括的な市場分析を提供しています。

1.市場の浸透度：産業主要企業の広範なデータを含む、現在の市場環境の詳細なレビュー。

2.市場の開拓度：新興市場における成長機会を特定し、既存セグメントにおける拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを記載しています。

3.市場の多様化：最近の製品発売、未開拓の地域、産業の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発とイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています。

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、地域はどこか？

3.市場を形成する主要技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

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
  • 抑制要因
    • 設計、展開、保守の複雑さAIインフラストラクチャ
  • 機会
    • AIインフラストラクチャにおける新たな技術の統合と進歩
    • AIインフラストラクチャにおける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
  • オファリング：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
  • 展開：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インフラストラクチャの利用率の向上
  • エンドユーザー：企業や政府機関へのAIインフラストラクチャの導入が増加
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治
  • 経済
  • 社会
  • 技術
  • 法律
  • 環境

第6章 AIインフラストラクチャ市場：オファリング別

• イントロダクション
• ハードウェア
  • CPUとGPU
  • メモリとストレージ
  • ネットワーク機器
• サービス
  • データの取り込みと統合
  • データ前処理と特徴エンジニアリング
  • データの保存と管理
  • 機械学習フレームワークとライブラリ
  • モデルの展開と提供
  • モデルのトレーニングと検証
  • モニタリングとメンテナンス
  • セキュリティとコンプライアンス
• ソフトウェア

第7章 AIインフラストラクチャ市場：展開別

• イントロダクション
• クラウド
• オンプレミス

第8章 AIインフラストラクチャ市場：エンドユーザー別

• イントロダクション
• 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インフラストラクチャ市場

• イントロダクション
• 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インフラストラクチャ市場

• イントロダクション
• 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インフラストラクチャ市場

• イントロダクション
• 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
  • アラブ首長国連邦を世界初の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インフラストラクチャを構築
  • Tata、NVIDIAと提携して大規模AIインフラストラクチャを構築
  • Microsoft、アラブ首長国連邦の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研究、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
  • Lenovo、AIインフラストラクチャの拡大と最適化に3年間で10億米ドルを投資
  • Hewlett Packard Enterprise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

企業一覧

• Samsung Electronics Co., Ltd.
• Cerebras Systems
• SambaNova Systems, Inc
• Accenture PLC
• Nutanix, Inc.
• Hailo Technologies Ltd.
• Graphcore Limited
• NVIDIA Corporation
• Google LLC by Alphabet Inc.
• DataRobot, Inc.
• Microsoft Corporation
• Toshiba Corporation
• Amazon Web Services, Inc.
• Fortinet, Inc.
• Siemens AG
• Intel Corporation
• Lenovo Group Limited
• International Business Machines Corporation
• Oracle Corporation
• Meta Platforms, Inc.
• SAP SE
• Micron Technology Inc.
• G-Core Labs S.A.
• OpenAI OpCo, LLC
• Cisco Systems, Inc.
• Sony Group Corporation
• Groq, Inc.
• SenseTime Group Inc.
• Synopsys Inc.
• Hewlett Packard Enterprise Development LP
• Mythic, Inc.
• Appinventiv Technology Pvt. Ltd.
• NEC Corporation
• Salesforce, Inc.
• Advanced Micro Devices Inc.
• Huawei Technologies Co., Ltd.
• Pure Storage, Inc.
• Lightmatter, Inc.

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 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 13. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 15. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. AI INFRASTRUCTURE MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 21. 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, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. AI INFRASTRUCTURE MARKET DYNAMICS
• TABLE 7. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CPU & GPU, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MEMORY & STORAGE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY NETWORKING EQUIPMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA INGESTION & INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA PREPROCESSING & FEATURE ENGINEERING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA STORAGE & MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MACHINE LEARNING FRAMEWORKS & LIBRARIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL DEPLOYMENT & SERVING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL TRAINING & VALIDATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MONITORING & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SECURITY & COMPLIANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CLOUD SERVICE PROVIDERS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 32. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 33. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 34. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 35. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 36. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 37. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 38. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 39. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 40. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 41. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 42. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 43. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 44. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 45. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 46. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 47. CANADA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 48. CANADA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 49. CANADA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 50. CANADA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 51. CANADA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 52. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 53. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 54. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 55. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 56. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 57. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 58. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 59. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 60. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 61. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 62. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 63. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 64. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 65. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 66. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 67. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 68. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 69. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 70. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 71. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 72. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 73. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 74. CHINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 75. CHINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 76. CHINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 77. CHINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 78. CHINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 79. INDIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 80. INDIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 81. INDIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 82. INDIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 83. INDIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 84. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 85. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 86. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 87. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 88. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 89. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 90. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 91. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 92. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 93. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 94. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 95. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 96. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 97. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 98. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 99. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 100. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 101. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 102. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 103. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 104. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 105. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 106. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 107. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 108. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 109. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 110. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 111. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 112. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 113. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 114. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 115. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 116. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 117. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 118. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 119. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 120. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 121. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 122. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 123. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 124. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 125. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 126. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 127. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 128. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 129. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 130. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 131. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 132. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 133. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 134. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 135. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 136. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 137. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 138. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 139. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 140. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 141. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 142. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 143. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 144. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 145. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 146. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 147. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 148. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 149. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 150. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 151. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 152. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 153. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 154. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 155. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 156. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 157. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 158. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 159. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 160. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 161. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 162. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 163. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 164. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 165. ITALY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 166. ITALY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 167. ITALY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 168. ITALY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 169. ITALY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 170. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 171. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 172. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 173. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 174. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 175. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 176. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 177. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 178. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 179. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 180. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 181. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 182. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 183. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 184. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 185. POLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 186. POLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 187. POLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 188. POLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 189. POLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 190. QATAR AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 191. QATAR AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 192. QATAR AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 193. QATAR AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 194. QATAR AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 195. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 196. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 197. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 198. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 199. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 200. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 201. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 202. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 203. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 204. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 205. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 206. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 207. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 208. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 209. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 210. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 211. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 212. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 213. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 214. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 215. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 216. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 217. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 218. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 219. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 220. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 221. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 222. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 223. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 224. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 225. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 226. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 227. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 228. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 229. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 230. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 231. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 232. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 233. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 234. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 235. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 236. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 237. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 238. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 239. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 240. AI INFRASTRUCTURE MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 241. AI INFRASTRUCTURE MARKET, FPNV POSITIONING MATRIX, 2023

The AI Infrastructure Market was valued at USD 36.52 billion in 2023, expected to reach USD 45.11 billion in 2024, and is projected to grow at a CAGR of 24.08%, to USD 165.40 billion by 2030.

AI infrastructure encompasses the comprehensive setup of hardware and software systems, networks, data storage, and computing resources that underpin artificial intelligence applications. The necessity for AI infrastructure arises from the growing implementation of AI across different sectors, demanding high-performance computing capabilities to process large volumes of data effectively. Its applications span various industries, including healthcare, automotive, finance, and manufacturing, where AI drives innovation in product development, enhances operational efficiencies, and improves customer experiences. The end-use scope extends to enterprises looking to leverage AI for insightful data analysis, real-time decision-making, and automation of routine tasks, thereby accelerating digital transformation journeys.

Market growth is influenced by technological advancements in AI hardware, integration of AI with cloud computing, and the increasing adoption of AI by small and medium enterprises. Additionally, government initiatives supporting AI research and development further propel this growth. Emerging opportunities exist in developing energy-efficient and scalable AI infrastructure solutions, which address sustainability and decarbonization needs, presenting significant investment potential. To capitalize on these opportunities, companies should focus on enhancing AI capabilities through partnerships, acquisitions, and continuous innovation in AI chipsets, edge computing, and quantum computing technologies.

However, the AI infrastructure market faces limitations like high initial capital investment, complexity in implementing AI systems, and skill shortages in managing AI technologies. These challenges necessitate robust strategies for talent acquisition and training programs to harness AI's full potential. Innovating in cybersecurity to protect sensitive AI-driven data and addressing ethical concerns surrounding AI use will also be crucial for sustained growth. Research areas such as autonomous systems, neuro-symbolic AI, and AI explainability can unlock further business growth by providing insights into how AI can be more accessible and understandable for broader applications. The nature of the AI infrastructure market is dynamic and competitive, with rapid technological advancements paving the way for new market entrants and opportunities, emphasizing the importance of agility and foresight in business strategies.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving AI Infrastructure Market

The AI Infrastructure Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Need for high-performance computing platforms to process large datasets
  • Government initiatives promoting smart manufacturing and industry 4.0 facilities
  • Rise of edge-to-cloud AI infrastructure worldwide
• Market Restraints
  • Complexity of designing, deploying, and maintaining AI infrastructure
• Market Opportunities
  • New technological integration and advancements in AI infrastructure
  • Emerging 5G network deployment in AI infrastructure
• Market Challenges
  • Vulnerability to cyberattacks and data breaches

Porter's Five Forces: A Strategic Tool for Navigating the AI Infrastructure Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the AI Infrastructure Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the AI Infrastructure Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the AI Infrastructure Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the AI Infrastructure Market

A detailed market share analysis in the AI Infrastructure Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the AI Infrastructure Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the AI Infrastructure Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Key Company Profiles

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

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:

• Based on Offering, market is studied across Hardware, Services, and Software. The Hardware is further studied across CPU & GPU, Memory & Storage, and Networking Equipment. The Services is further studied across Data Ingestion & Integration, Data Preprocessing & Feature Engineering, Data Storage & Management, Machine Learning Frameworks & Libraries, Model Deployment & Serving, Model Training & Validation, Monitoring & Maintenance, and Security & Compliance.
• Based on Deployment, market is studied across On-Cloud and On-Premise.
• Based on End-Users, market is studied across Cloud Service Providers, Enterprises, and Government.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

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. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. AI Infrastructure Market, by Offering

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. CPU & GPU
  • 6.2.2. Memory & Storage
  • 6.2.3. Networking Equipment
• 6.3. Services
  • 6.3.1. Data Ingestion & Integration
  • 6.3.2. Data Preprocessing & Feature Engineering
  • 6.3.3. Data Storage & Management
  • 6.3.4. Machine Learning Frameworks & Libraries
  • 6.3.5. Model Deployment & Serving
  • 6.3.6. Model Training & Validation
  • 6.3.7. Monitoring & Maintenance
  • 6.3.8. Security & Compliance
• 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

Companies Mentioned

• 1. Samsung Electronics Co., Ltd.
• 2. Cerebras Systems
• 3. SambaNova Systems, Inc
• 4. Accenture PLC
• 5. Nutanix, Inc.
• 6. Hailo Technologies Ltd.
• 7. Graphcore Limited
• 8. NVIDIA Corporation
• 9. Google LLC by Alphabet Inc.
• 10. DataRobot, Inc.
• 11. Microsoft Corporation
• 12. Toshiba Corporation
• 13. Amazon Web Services, Inc.
• 14. Fortinet, Inc.
• 15. Siemens AG
• 16. Intel Corporation
• 17. Lenovo Group Limited
• 18. International Business Machines Corporation
• 19. Oracle Corporation
• 20. Meta Platforms, Inc.
• 21. SAP SE
• 22. Micron Technology Inc.
• 23. G-Core Labs S.A.
• 24. OpenAI OpCo, LLC
• 25. Cisco Systems, Inc.
• 26. Sony Group Corporation
• 27. Groq, Inc.
• 28. SenseTime Group Inc.
• 29. Synopsys Inc.
• 30. Hewlett Packard Enterprise Development LP
• 31. Mythic, Inc.
• 32. Appinventiv Technology Pvt. Ltd.
• 33. NEC Corporation
• 34. Salesforce, Inc.
• 35. Advanced Micro Devices Inc.
• 36. Huawei Technologies Co., Ltd.
• 37. Pure Storage, Inc.
• 38. Lightmatter, Inc.