インフラにおける人工知能市場：コンポーネント、テクノロジー、機能、展開、エンドユーザー別-2025-2030年の世界予測

インフラにおける人工知能市場は、2023年に295億5,000万米ドルと評価され、2024年には358億9,000万米ドルに達すると予測され、2030年にはCAGR 21.54％で成長し、1,157億9,000万米ドルに達すると予測されています。

インフラにおける人工知能（AI）の統合は、効率性、安全性、予測能力を強化することでこの分野を変革しています。この範囲には、スマートシティ、建設、輸送、公益事業などのアプリケーションが含まれ、AIはリアルタイムのデータ分析、予知保全、プロセスの自動化を促進します。インフラにおけるAIの必要性は、効率的な都市計画、資源管理、持続可能な実践に対する需要の高まりから生じています。その用途は、交通の流れの最適化、エネルギー配給の改善、建設における構造物の健全性と安全性の監視など多岐にわたる。最終用途分野には、政府、交通機関、公益会社、非公開建設会社などが含まれ、いずれも意思決定の強化と業務効率化のためにAIの活用を模索しています。インフラ分野におけるAIの主な発展要因としては、急速な都市化、持続可能な開発の推進、AIモデルに貴重なデータストリームを提供するIoTデバイスの普及などが挙げられます。機械学習とエッジコンピューティングの最近の動向は、企業がスマートシティインフラと自動建設プロセスに向けたソリューションを開発する潜在的な機会を提供しています。その将来性にもかかわらず、市場は高い初期投資コスト、データプライバシーに関する懸念、AIシステムを開発・維持するための熟練した人材の必要性などの課題に直面しています。さらに、規制上のハードルや従来のインフラ分野での技術採用率の遅れが成長を阻害する可能性があります。技術革新の呼び水となる分野には、メンテナンス用のAI主導型予測分析、建設用の自律型機械、高度なAIベースの交通管理システムなどがあります。企業は、AIエコシステムを強化するためのパートナーシップを育成しながら、これらの特定のニーズに対応するモジュール式で拡張可能なAIソリューションの開発に注力すべきです。市場は、技術の進歩と規制の枠組みがダイナミックに絡み合うことを特徴としており、利害関係者は倫理やプライバシーに関する懸念に対処しながら、イノベーションを機敏に採用する必要があります。結論として、AI技術がインフラにますます不可欠になるにつれ、革新的かつ戦略的に適応する企業は、大きな成長機会を獲得することができると思われます。

市場力学：急速に進化するインフラにおける人工知能市場の主要市場インサイトを公開

インフラにおける人工知能市場は、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チャンス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、また、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
  • クラウド機械学習プラットフォームの導入拡大
  • 産業界で生成されるデータ量の増加に対する需要
  • ヘルスケア、観光、金融など多様な分野でのAIの応用
• 市場抑制要因
  • ドメインエキスパート向けのマルチテナントが少ない
  • 運用ノイズとアラート疲労の懸念
• 市場機会
  • 産業界におけるロボット工学、ビッグデータ、産業オートメーションの採用の増加
  • データセンターや政府によるAIの研究開発の活発化
• 市場の課題
  • サイバーセキュリティとプライバシーリスクの可能性

ポーターのファイブフォース：インフラにおける人工知能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、市場情勢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、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。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。これらの洞察により、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ができ、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：インフラにおける人工知能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、インフラにおける人工知能市場の業績ダイナミクス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提供します。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。

市場シェア分析インフラにおける人工知能市場における競合情勢の把握

インフラにおける人工知能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、断片化、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・マトリックスインフラにおける人工知能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、インフラにおける人工知能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つの象限によってベンダーを明確かつ正確にセグメント化し、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ことができます。

戦略分析と推奨インフラにおける人工知能市場における成功への道筋を描く

インフラにおける人工知能市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野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提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、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.製品開発およびイノベーション：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、セグメント、地域はどこか？

3.市場を形成する主な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 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • クラウド機械学習プラットフォームの導入拡大
    • 産業界で生成されるデータ量の増加に対する需要
    • ヘルスケア、観光、金融など多様な分野におけるAIの応用
  • 抑制要因
    • ドメイン専門家向けのマルチテナントの不足
    • 運用上の騒音と警戒疲労の懸念
  • 機会
    • 産業界におけるロボット工学、ビッグデータ、産業オートメーションの導入増加
    • データセンターと政府によるAIの研究開発の増加
  • 課題
    • サイバーセキュリティとプライバシーリスクの可能性
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 インフラにおける人工知能市場：コンポーネント別

• ハードウェア
  • メモリ
  • ネットワーキング
  • プロセッサ
  • ストレージ
• サーバーソフトウェア

第7章 インフラにおける人工知能市場：技術別

• ディープラーニング
• 機械学習

第8章 インフラにおける人工知能市場：機能別

• 推論
• トレーニング

第9章 インフラにおける人工知能市場：展開別

• クラウド上
• オンプレミス

第10章 インフラにおける人工知能市場：エンドユーザー別

• クラウドサービスプロバイダー
• エンタープライズ
• 政府機関

第11章 南北アメリカのインフラにおける人工知能市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のインフラにおける人工知能市場

• 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13章 欧州・中東・アフリカのインフラにおける人工知能市場

• 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14章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Advanced Micro Devices, Inc.
• Amazon Web Services, Inc.
• Cadence Design Systems, Inc.
• Cisco Systems, Inc.
• Google LLC by Alphabet Inc.
• Hewlett-Packard Enterprise Company
• Intel Corporation
• International Business Machines Corporation
• Micron Technology, Inc.
• Microsoft Corporation
• NVIDIA Corporation
• Oracle Corporation
• Pure Storage, Inc.
• Samsung Electronics Co., Ltd.
• Toshiba Corporation

LIST OF FIGURES

• FIGURE 1. ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET RESEARCH PROCESS
• FIGURE 2. ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY FUNCTION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY FUNCTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. ARTIFICIAL INTELLIGENCE IN INFRASTRUCTURE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

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

The Artificial Intelligence in Infrastructure Market was valued at USD 29.55 billion in 2023, expected to reach USD 35.89 billion in 2024, and is projected to grow at a CAGR of 21.54%, to USD 115.79 billion by 2030.

The integration of Artificial Intelligence (AI) in infrastructure is transforming the sector by enhancing efficiency, safety, and predictive capabilities. This scope encompasses applications in smart cities, construction, transportation, and utilities, where AI facilitates real-time data analysis, predictive maintenance, and process automation. The necessity for AI in infrastructure arises from the growing demand for efficient urban planning, resource management, and sustainable practices. Its applications range from optimizing traffic flow, improving energy distribution, to ensuring structural health and safety monitoring in construction. End-use sectors include government, transportation agencies, utility companies, and private construction firms, all seeking to leverage AI for enhanced decision-making and operational efficiencies. Key growth factors driving AI in infrastructure include rapid urbanization, the push for sustainable development, and the proliferation of IoT devices providing valuable data streams for AI models. Recent advancements in machine learning and edge computing present potential opportunities for companies to develop solutions geared towards smart city infrastructures and automated construction processes. Despite its prospects, the market faces challenges such as high initial investment costs, data privacy concerns, and the need for skilled personnel to develop and maintain AI systems. Furthermore, regulatory hurdles and slow technology adoption rates in traditional infrastructure sectors can impede growth. Areas primed for innovation include AI-driven predictive analytics for maintenance, autonomous machinery for construction, and advanced AI-based traffic management systems. Firms should focus on developing modular and scalable AI solutions that address these specific needs while fostering partnerships to enhance AI ecosystems. The market is characterized by a dynamic interplay of technological advancements and regulatory frameworks, which require stakeholders to be agile in adopting innovations while addressing ethical and privacy concerns. In conclusion, as AI technology becomes increasingly integral to infrastructure, businesses that innovate and strategically adapt will capture substantial growth opportunities.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Artificial Intelligence in Infrastructure Market

The Artificial Intelligence in 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
  • Growing implementation of cloud machine learning platforms
  • Demand for increasing volume of data generated in industries
  • Application of AI in diverse sector such as healthcare, tourism, and finance
• Market Restraints
  • Dearth of multi-tenancy for domain experts
  • Concerns of operational noise and alert fatigue
• Market Opportunities
  • Increasing adoption of robotics, big data and industrial automation in industries
  • Rising research and development in AI from data centers and government
• Market Challenges
  • Chances of cyber security and privacy risks

Porter's Five Forces: A Strategic Tool for Navigating the Artificial Intelligence in Infrastructure Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Artificial Intelligence in 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 Artificial Intelligence in Infrastructure Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Artificial Intelligence in 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 Artificial Intelligence in Infrastructure Market

A detailed market share analysis in the Artificial Intelligence in 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 Artificial Intelligence in Infrastructure Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Artificial Intelligence in 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.

Strategy Analysis & Recommendation: Charting a Path to Success in the Artificial Intelligence in Infrastructure Market

A strategic analysis of the Artificial Intelligence in Infrastructure Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Artificial Intelligence in Infrastructure Market, highlighting leading vendors and their innovative profiles. These include Advanced Micro Devices, Inc., Amazon Web Services, Inc., Cadence Design Systems, Inc., Cisco Systems, Inc., Google LLC by Alphabet Inc., Hewlett-Packard Enterprise Company, Intel Corporation, International Business Machines Corporation, Micron Technology, Inc., Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, Pure Storage, Inc., Samsung Electronics Co., Ltd., and Toshiba Corporation.

Market Segmentation & Coverage

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

• Based on Component, market is studied across Hardware and Server Software. The Hardware is further studied across Memory, Networking, Processor, and Storage.
• Based on Technology, market is studied across Deep Learning and Machine Learning.
• Based on Function, market is studied across Inference and Training.
• Based on Deployment, market is studied across On-Cloud and On-Premise.
• Based on End-User, market is studied across Cloud Service Provider, Enterprize, and Government Organization.
• 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. Growing implementation of cloud machine learning platforms
    • 5.1.1.2. Demand for increasing volume of data generated in industries
    • 5.1.1.3. Application of AI in diverse sector such as healthcare, tourism, and finance
  • 5.1.2. Restraints
    • 5.1.2.1. Dearth of multi-tenancy for domain experts
    • 5.1.2.2. Concerns of operational noise and alert fatigue
  • 5.1.3. Opportunities
    • 5.1.3.1. Increasing adoption of robotics, big data and industrial automation in industries
    • 5.1.3.2. Rising research and development in AI from data centers and government
  • 5.1.4. Challenges
    • 5.1.4.1. Chances of cyber security and privacy risks
• 5.2. Market Segmentation Analysis
• 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. Artificial Intelligence in Infrastructure Market, by Component

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Memory
  • 6.2.2. Networking
  • 6.2.3. Processor
  • 6.2.4. Storage
• 6.3. Server Software

7. Artificial Intelligence in Infrastructure Market, by Technology

• 7.1. Introduction
• 7.2. Deep Learning
• 7.3. Machine Learning

8. Artificial Intelligence in Infrastructure Market, by Function

• 8.1. Introduction
• 8.2. Inference
• 8.3. Training

9. Artificial Intelligence in Infrastructure Market, by Deployment

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

10. Artificial Intelligence in Infrastructure Market, by End-User

• 10.1. Introduction
• 10.2. Cloud Service Provider
• 10.3. Enterprize
• 10.4. Government Organization

11. Americas Artificial Intelligence in Infrastructure Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Artificial Intelligence in Infrastructure Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Artificial Intelligence in Infrastructure Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Advanced Micro Devices, Inc.
• 2. Amazon Web Services, Inc.
• 3. Cadence Design Systems, Inc.
• 4. Cisco Systems, Inc.
• 5. Google LLC by Alphabet Inc.
• 6. Hewlett-Packard Enterprise Company
• 7. Intel Corporation
• 8. International Business Machines Corporation
• 9. Micron Technology, Inc.
• 10. Microsoft Corporation
• 11. NVIDIA Corporation
• 12. Oracle Corporation
• 13. Pure Storage, Inc.
• 14. Samsung Electronics Co., Ltd.
• 15. Toshiba Corporation