複合AI市場：コンポーネント、アプリケーション、エンドユーザー別-2025-2030年の世界予測

複合AI市場は、2023年に15億4,000万米ドルと評価され、2024年には20億6,000万米ドルに達すると予測され、CAGR 33.45％で成長し、2030年には116億8,000万米ドルに達すると予測されています。

複合AIは、複数のAIアプローチを統合し、様々なアプリケーションにおける意思決定、精度、適応性を高める多面的な技術です。この包括的な用語は、機械学習、自然言語処理、コンピュータ・ビジョン、ロボティック・プロセス・オートメーションなどのAI分野を包含し、各コンポーネントの強みを活用した包括的なソリューションを実現します。複合AIの必要性は、単一の手法によるアプローチよりも、複雑な実世界の問題に効果的に対処できる能力にあります。その応用範囲は、予測診断のヘルスケア、リスク分析の金融、パーソナライズされたマーケティングの小売、強化されたナビゲーションシステムの自律走行車など、さまざまな領域に及んでいます。最終用途には、製造、IT・通信、ソーシャルメディア分析などの分野が含まれ、その広範な有用性と汎用性が強調されています。

市場の洞察によると、成長に影響を与える主な要因には、計算能力の向上、自動化需要の増加、データ主導の意思決定重視の高まりなどがあります。ビジネスチャンスは、AIへの依存度が高まる新興市場や産業にあり、リアルタイムデータ分析やエッジコンピューティングはその可能性が高い分野です。こうした機会を捉えるための推奨事項としては、ハイテク企業とのパートナーシップの構築、分野に特化したAIソリューションの研究開発への投資、急速な技術進歩に対応するための機敏性の維持などが挙げられます。しかし、データ・プライバシーの懸念、高い導入コスト、熟練した専門家の不足といった制約が、市場の成長にとって大きな課題となっています。これらを克服するために、企業は労働力のスキルアップに投資し、オープンソースプラットフォームを採用してコストを下げ、AI導入において倫理的ガイドラインを採用する必要があります。

イノベーションについては、分野横断的なAIの統合、AIによる自然言語理解の強化、エネルギー効率の高いAIモデルといった分野が潜在的な成長路線を示しています。また、説明可能なAIの調査や、人間とAIのコラボレーションの改善も、市場の大幅な拡大を促進する可能性があります。複合AI市場の性質は非常にダイナミックで競争が激しく、競争力を維持するためには継続的なイノベーションが不可欠です。適応性と顧客中心のAIソリューションに注力する企業が、この急速に進化する情勢の中で最も成長を遂げる可能性が高いです。

市場力学：急速に進化する複合AI市場の主要市場インサイトを公開

複合AI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
  • カスタマイズされた柔軟なAIソリューションに対する需要の高まり
  • 業界固有のアプリケーションにおける複合AIの使用量の増加
• 市場抑制要因
  • 熟練労働者の不足
• 市場機会
  • ヘルスケア分野における複合AIの需要拡大
  • 複合AIとIoTやエッジコンピューティングとの統合
• 市場の課題
  • データプライバシーとセキュリティに関する懸念

ポーターのファイブフォース：複合AI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把握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：複合AI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、複合AI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。

市場シェア分析複合AI市場における競合情勢の把握

複合AI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・マトリックス複合AI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、複合AI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。

戦略分析と推奨複合AI市場における成功への道筋を描く

複合AI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
    • カスタマイズ可能で柔軟なAIソリューションの需要の高まり
    • 業界固有のアプリケーションにおける複合AIの使用の増加
  • 抑制要因
    • 熟練労働力の不足
  • 機会
    • ヘルスケア分野全体で複合AIの需要が増加
    • 複合AIをIoTとエッジコンピューティングと統合する
  • 課題
    • データのプライバシーとセキュリティに関する懸念
• 市場セグメンテーション分析
  • コンポーネント：企業による複合AIソフトウェアの利用の増加
  • 応用：AIを活用したセキュリティおよび監視システムの消費者による導入の増加
  • エンドユーザー：エネルギー管理と効率的なメンテナンスのためにエネルギーおよびユーティリティ部門をデジタル化するための継続的な取り組み
• 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 複合AI市場：コンポーネント別

• ハードウェア
  • メモリユニット
  • プロセッサ
• サービス
• ソフトウェア

第7章 複合AI市場：用途別

• 予知保全
• 製品設計と開発
• 品質管理
• セキュリティと監視

第8章 複合AI市場：エンドユーザー別

• 銀行・金融
• エネルギーと電力
• ヘルスケアとライフサイエンス
• 製造業
• メディアとエンターテイメント
• 小売り
• 交通機関

第9章 南北アメリカの複合AI市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋地域の複合AI市場

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

第11章 欧州・中東・アフリカの複合AI市場

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

第12章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • アマゾン、AIスタートアップ企業アンスロピックに最大40億米ドルを投資へ
  • Databricks、ジェネレーティブ AIスタートアップ MosaicMLと13億米ドルの契約を締結
• 戦略分析と提言

企業一覧

• ACTICO GmbH
• Amazon Web Service, Inc.
• BST LABS
• CognitiveScale by Tecnotree Corporation
• DataRobot, Inc.
• Diwo
• Google LLC by Alphabet Inc.
• H2O.ai, Inc.
• HP Development Company, L.P.
• Intel Corporation
• International Business Machines Corporation
• Microsoft, Inc.
• Netra Ltd. by Claravine
• Open Text Corporation
• Oracle Corporation
• Salesforce, Inc.
• SAS Institute Inc.
• Squirro AG
• UiPath
• ZestFinance Inc.

LIST OF FIGURES

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

LIST OF TABLES

• TABLE 1. COMPOSITE AI MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL COMPOSITE AI MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL COMPOSITE AI MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL COMPOSITE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. COMPOSITE AI MARKET DYNAMICS
• TABLE 7. GLOBAL COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL COMPOSITE AI MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL COMPOSITE AI MARKET SIZE, BY MEMORY UNITS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL COMPOSITE AI MARKET SIZE, BY PROCESSORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL COMPOSITE AI MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL COMPOSITE AI MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL COMPOSITE AI MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL COMPOSITE AI MARKET SIZE, BY PRODUCT DESIGN & DEVELOPMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL COMPOSITE AI MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL COMPOSITE AI MARKET SIZE, BY SECURITY & SURVEILLANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL COMPOSITE AI MARKET SIZE, BY BANKING & FINANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL COMPOSITE AI MARKET SIZE, BY ENERGY & POWER, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL COMPOSITE AI MARKET SIZE, BY HEALTHCARE & LIFESCIENCES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL COMPOSITE AI MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL COMPOSITE AI MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL COMPOSITE AI MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL COMPOSITE AI MARKET SIZE, BY TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. AMERICAS COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 28. AMERICAS COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 29. AMERICAS COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 30. AMERICAS COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 31. AMERICAS COMPOSITE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 32. ARGENTINA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 33. ARGENTINA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 34. ARGENTINA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 35. ARGENTINA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 36. BRAZIL COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 37. BRAZIL COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 38. BRAZIL COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 39. BRAZIL COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 40. CANADA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 41. CANADA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 42. CANADA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 43. CANADA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 44. MEXICO COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 45. MEXICO COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 46. MEXICO COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 47. MEXICO COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 48. UNITED STATES COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 49. UNITED STATES COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 50. UNITED STATES COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 51. UNITED STATES COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 52. UNITED STATES COMPOSITE AI MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 53. ASIA-PACIFIC COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 54. ASIA-PACIFIC COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 55. ASIA-PACIFIC COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 56. ASIA-PACIFIC COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 57. ASIA-PACIFIC COMPOSITE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 58. AUSTRALIA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 59. AUSTRALIA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 60. AUSTRALIA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 61. AUSTRALIA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 62. CHINA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 63. CHINA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 64. CHINA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 65. CHINA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 66. INDIA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 67. INDIA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 68. INDIA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 69. INDIA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 70. INDONESIA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 71. INDONESIA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 72. INDONESIA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 73. INDONESIA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 74. JAPAN COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 75. JAPAN COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 76. JAPAN COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 77. JAPAN COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 78. MALAYSIA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 79. MALAYSIA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 80. MALAYSIA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 81. MALAYSIA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 82. PHILIPPINES COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 83. PHILIPPINES COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 84. PHILIPPINES COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 85. PHILIPPINES COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 86. SINGAPORE COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 87. SINGAPORE COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 88. SINGAPORE COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 89. SINGAPORE COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 90. SOUTH KOREA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 91. SOUTH KOREA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 92. SOUTH KOREA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 93. SOUTH KOREA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 94. TAIWAN COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 95. TAIWAN COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 96. TAIWAN COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 97. TAIWAN COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 98. THAILAND COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 99. THAILAND COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 100. THAILAND COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 101. THAILAND COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 102. VIETNAM COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 103. VIETNAM COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 104. VIETNAM COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 105. VIETNAM COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 106. EUROPE, MIDDLE EAST & AFRICA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 107. EUROPE, MIDDLE EAST & AFRICA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 108. EUROPE, MIDDLE EAST & AFRICA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 109. EUROPE, MIDDLE EAST & AFRICA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 110. EUROPE, MIDDLE EAST & AFRICA COMPOSITE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 111. DENMARK COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 112. DENMARK COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 113. DENMARK COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 114. DENMARK COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 115. EGYPT COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 116. EGYPT COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 117. EGYPT COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 118. EGYPT COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 119. FINLAND COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 120. FINLAND COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 121. FINLAND COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 122. FINLAND COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 123. FRANCE COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 124. FRANCE COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 125. FRANCE COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 126. FRANCE COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 127. GERMANY COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 128. GERMANY COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 129. GERMANY COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 130. GERMANY COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 131. ISRAEL COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 132. ISRAEL COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 133. ISRAEL COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 134. ISRAEL COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 135. ITALY COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 136. ITALY COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 137. ITALY COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 138. ITALY COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 139. NETHERLANDS COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 140. NETHERLANDS COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 141. NETHERLANDS COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 142. NETHERLANDS COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 143. NIGERIA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 144. NIGERIA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 145. NIGERIA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 146. NIGERIA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 147. NORWAY COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 148. NORWAY COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 149. NORWAY COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 150. NORWAY COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 151. POLAND COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 152. POLAND COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 153. POLAND COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 154. POLAND COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 155. QATAR COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 156. QATAR COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 157. QATAR COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 158. QATAR COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 159. RUSSIA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 160. RUSSIA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 161. RUSSIA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 162. RUSSIA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 163. SAUDI ARABIA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 164. SAUDI ARABIA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 165. SAUDI ARABIA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 166. SAUDI ARABIA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 167. SOUTH AFRICA COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 168. SOUTH AFRICA COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 169. SOUTH AFRICA COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 170. SOUTH AFRICA COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 171. SPAIN COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 172. SPAIN COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 173. SPAIN COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 174. SPAIN COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 175. SWEDEN COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 176. SWEDEN COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 177. SWEDEN COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 178. SWEDEN COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 179. SWITZERLAND COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 180. SWITZERLAND COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 181. SWITZERLAND COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 182. SWITZERLAND COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 183. TURKEY COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 184. TURKEY COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 185. TURKEY COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 186. TURKEY COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 187. UNITED ARAB EMIRATES COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 188. UNITED ARAB EMIRATES COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 189. UNITED ARAB EMIRATES COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 190. UNITED ARAB EMIRATES COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 191. UNITED KINGDOM COMPOSITE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 192. UNITED KINGDOM COMPOSITE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 193. UNITED KINGDOM COMPOSITE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 194. UNITED KINGDOM COMPOSITE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 195. COMPOSITE AI MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 196. COMPOSITE AI MARKET, FPNV POSITIONING MATRIX, 2023

The Composite AI Market was valued at USD 1.54 billion in 2023, expected to reach USD 2.06 billion in 2024, and is projected to grow at a CAGR of 33.45%, to USD 11.68 billion by 2030.

Composite AI is a multifaceted technology that integrates multiple AI approaches to enhance decision-making, accuracy, and adaptability across various applications. This umbrella term encompasses machine learning, natural language processing, computer vision, and robotic process automation, among other AI disciplines, to create comprehensive solutions that leverage the strengths of each component. The necessity of composite AI is driven by its ability to address complex, real-world problems more effectively than single-method approaches can. Its application spans several domains such as healthcare for predictive diagnostics, finance for risk analysis, retail for personalized marketing, and autonomous vehicles for enhanced navigation systems. End-use scope includes sectors like manufacturing, telecommunications, and social media analytics, underscoring its broad utility and versatility.

Market insights indicate key factors influencing growth include advancements in computational power, increasing demand for automation, and a rising emphasis on data-driven decision-making. Opportunities lie in emerging markets and industries that are increasingly reliant on AI, with real-time data analytics and edge computing being high-potential areas. Recommendations for seizing these opportunities involve forging partnerships with tech companies, investing in R&D for domain-specific AI solutions, and staying agile to accommodate rapid technological advancements. However, limitations such as data privacy concerns, high implementation costs, and a shortage of skilled professionals pose significant challenges to market growth. To overcome these, companies need to invest in upskilling their workforce, embrace open-source platforms to lower costs, and adopt ethical guidelines in AI deployment.

For innovation, areas such as cross-disciplinary AI integration, AI-driven natural language understanding enhancements, and energy-efficient AI models represent potential growth avenues. Research into explainable AI and improving human-AI collaboration can also drive significant market expansion. The nature of the composite AI market is highly dynamic and competitive, with continuous innovation being crucial for maintaining a competitive edge. Businesses focusing on adaptability and customer-centric AI solutions will likely experience the most growth in this rapidly evolving landscape.

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

The Composite AI 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
  • Rising demand for customized and flexible AI solutions
  • Increasing usage of composite AI for industry-specific applications
• Market Restraints
  • Lack of skilled workforce
• Market Opportunities
  • Growing demand for composite AI across the healthcare sector
  • Integrating composite AI with IoT and edge computing
• Market Challenges
  • Concerns regarding data privacy and security

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

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Composite AI 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 Composite AI Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Composite AI 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 Composite AI Market

A detailed market share analysis in the Composite AI 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 Composite AI Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Composite AI 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 Composite AI Market

A strategic analysis of the Composite AI 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 Composite AI Market, highlighting leading vendors and their innovative profiles. These include ACTICO GmbH, Amazon Web Service, Inc., BST LABS, CognitiveScale by Tecnotree Corporation, DataRobot, Inc., Diwo, Google LLC by Alphabet Inc., H2O.ai, Inc., HP Development Company, L.P., Intel Corporation, International Business Machines Corporation, Microsoft, Inc., Netra Ltd. by Claravine, Open Text Corporation, Oracle Corporation, Salesforce, Inc., SAS Institute Inc., Squirro AG, UiPath, and ZestFinance Inc..

Market Segmentation & Coverage

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

• Based on Component, market is studied across Hardware, Services, and Software. The Hardware is further studied across Memory Units and Processors.
• Based on Application, market is studied across Predictive Maintenance, Product Design & Development, Quality Control, and Security & Surveillance.
• Based on End-User, market is studied across Banking & Finance, Energy & Power, Healthcare & Lifesciences, Manufacturing, Media & Entertainment, Retail, and Transportation.
• 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. Rising demand for customized and flexible AI solutions
    • 5.1.1.2. Increasing usage of composite AI for industry-specific applications
  • 5.1.2. Restraints
    • 5.1.2.1. Lack of skilled workforce
  • 5.1.3. Opportunities
    • 5.1.3.1. Growing demand for composite AI across the healthcare sector
    • 5.1.3.2. Integrating composite AI with IoT and edge computing
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns regarding data privacy and security
• 5.2. Market Segmentation Analysis
  • 5.2.1. Component: Growing utilization of composite AI software by businesses
  • 5.2.2. Application: Increasing consumer adoption of AI-powered security & surveillance systems
  • 5.2.3. End-User: Ongoing efforts to digitize the energy & utility sector for energy management and efficient maintenance
• 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. Composite AI Market, by Component

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Memory Units
  • 6.2.2. Processors
• 6.3. Services
• 6.4. Software

7. Composite AI Market, by Application

• 7.1. Introduction
• 7.2. Predictive Maintenance
• 7.3. Product Design & Development
• 7.4. Quality Control
• 7.5. Security & Surveillance

8. Composite AI Market, by End-User

• 8.1. Introduction
• 8.2. Banking & Finance
• 8.3. Energy & Power
• 8.4. Healthcare & Lifesciences
• 8.5. Manufacturing
• 8.6. Media & Entertainment
• 8.7. Retail
• 8.8. Transportation

9. Americas Composite AI Market

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

10. Asia-Pacific Composite AI 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 Composite AI 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. Amazon to invest up to USD 4 billion in AI start-up Anthropic
  • 12.3.2. Databricks Strikes USD 1.3 Billion Deal for Generative AI Startup MosaicML
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. ACTICO GmbH
• 2. Amazon Web Service, Inc.
• 3. BST LABS
• 4. CognitiveScale by Tecnotree Corporation
• 5. DataRobot, Inc.
• 6. Diwo
• 7. Google LLC by Alphabet Inc.
• 8. H2O.ai, Inc.
• 9. HP Development Company, L.P.
• 10. Intel Corporation
• 11. International Business Machines Corporation
• 12. Microsoft, Inc.
• 13. Netra Ltd. by Claravine
• 14. Open Text Corporation
• 15. Oracle Corporation
• 16. Salesforce, Inc.
• 17. SAS Institute Inc.
• 18. Squirro AG
• 19. UiPath
• 20. ZestFinance Inc.