市場調査レポート

商品コード

複合AIの世界市場規模、シェア、業界動向分析レポート：技術別、業界別、用途別、提供別、地域別展望と予測、2023年～2030年

Global Composite AI Market Size, Share & Industry Trends Analysis Report By Technique, By Vertical, By Application, By Offering, By Regional Outlook and Forecast, 2023 - 2030

出版日: 2023年06月30日
発行: KBV Research
ページ情報: 英文 445 Pages
納期: 即納可能

価格

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

複合AI市場規模は2030年までに85億米ドルに達すると予測され、予測期間中のCAGRは36.9%の市場成長率で上昇する見込みです。

KBV Cardinalのマトリックスに掲載された分析によると、Microsoft CorporationとGoogle LLCが同市場の先駆者です。2023年6月、マイクロソフトはインドのIT企業HCLTechとの提携を拡大し、AIを活用したジェネレーティブなビジネス変革ソリューションを企業に提供します。この提携により、マイクロソフトは、AIを活用した業務上の洞察力を活用し、より良い意思決定のためのソリューションを提供することで、顧客により良いサービスを提供できるようになります。

市場成長要因

エッジコンピューティングやIoTとの統合によるリアルタイムの意思決定

エッジコンピューティングの採用は、モノのインターネット（IoT）デバイスのユビキタス化とリアルタイムの意思決定の必要性によって促進されています。データをローカルで処理・分析することで、エッジデバイスと連携した複合AIシステムは待ち時間を短縮し、より迅速な洞察と回答を可能にします。この統合により、エッジコンピューティング環境における複合AIソリューションの展開が可能になります。インテリジェント・アプリケーションと5G/6Gモノのインターネット（IoT）ネットワークは、エッジ・コンピューティングに大きく依存しています。IoTエコシステムは、効果的なデータ分析と洞察の抽出のためにインテリジェントな学習を必要とする、膨大で異種混合の、極めてノイズの多い、時空間相関のあるリアルタイムのデータストリームを作り出します。これらのデバイスには、センサー、モバイル、メモリー・ユニットなどが含まれます。

パフォーマンスと精度を向上させるため、AIアプリケーションはより複雑化している

AIアプリケーションの複雑さは増しており、多くのAIモデルとテクノロジーの融合が必要となっています。組織は現在、MLを使用して大規模なニューラルネットワークを訓練しても、複雑化する課題に対処するための規模を拡大できない場合があるという事実に対処しています。結論として、AIアプリケーションの複雑化は、並外れた性能と精度を求める市場の盛り上がりを支えると思われます。

市場抑制要因

データ・セキュリティとプライバシーの問題

AI技術に対する自信の欠如や、その可能性と制約に対する認識が不十分なため、一部の企業は複合AIソリューションの採用をためらう可能性があります。また、データ・セキュリティやプライバシー、AIアルゴリズムに含まれる可能性のあるバイアスに対する懸念から、導入上の課題が生じる可能性もあります。データ漏えいや個人情報への不正アクセスは、AIの主要なプライバシー問題です。したがって、予測期間中、データ・セキュリティとプライバシーに関する懸念が市場の開拓を抑制する可能性があります。

提供の展望

提供に基づき、市場はハードウェア、ソフトウェア、サービスに区分されます。2022年の市場では、ソフトウェア・セグメントが最も高い収益シェアを占めました。複合AIソフトウェアは、多くの場合、複数のAIモデルまたはアルゴリズムの円滑な統合とオーケストレーションを可能にするプラットフォームまたはフレームワークを提供します。これにより、ユーザーは複雑な問題に対処するために、これらのAIコンポーネントの多くの機能を使用することで、より良い判断を下すことができます。組織は、複合AIソフトウェアを使用して、さまざまな種類のデータを処理・分析し、複雑なパターンを理解し、洞察を提供し、結果を予測し、AIアプローチのミックスを必要とする活動を実行する高度なAIアプリケーションを作成することができます。

ソフトウェアの展望

ソフトウェアでは、市場はAI開発プラットフォーム＆ツール、MLフレームワーク、AIミドルウェア、その他のソフトウェアに二分されます。2022年には、AI開発プラットフォーム＆ツール分野が市場で最大の収益シェアを記録しました。企業や開発者は、TensorFlow、PyTorch、IBM Watsonのような低コストでアクセス可能なAIツールやプラットフォームの出現により、AIソリューションをより迅速かつシンプルに設計・修正できるようになっています。AIシステムは、コードのコンパイルや品質保証のようなソフトウェア開発手順をスピードアップする可能性があり、ソフトウェア開発にかかる時間と費用を削減することができます。

技術の展望

技術に基づき、市場はプロアクティブメカニズム、データ処理、パターン認識、条件付きモニタリング、データマイニング＆機械学習、その他に分類されます。2022年には、データマイニング＆機械学習分野が市場で突出した収益シェアを予測しました。データマイニングと機械学習の技術は、複合AIソリューションの商業化に不可欠です。データマイニングと機械学習の手法を組み合わせた複合AIシステムは、システムが膨大な量のデータを分析し、パターンを見つけ、未来を予測し、意思決定を改善することを可能にします。データの力を利用することで、複合AIシステムは、さまざまな領域や用途にわたって、インテリジェントで適応性があり、文脈を認識する機能を提供することができます。

用途の展望

新興国市場は、用途別に、製品設計・開拓、品質管理、予知保全、セキュリティ・監視、顧客サービス、その他に分けられます。2022年には、予測メンテナンス分野が市場で大きな収益シェアを記録しました。機器の故障やメンテナンスの必要性を予測しようとする予知保全では、複合AIが有益である可能性があります。それは、より良い資産管理方法、データに基づく意思決定、正確な予測を提供します。

業界別展望

業界別では、BFSI、小売・eコマース、製造、エネルギー・公益、輸送・物流、ヘルスケア・ライフサイエンス、メディア・エンターテインメント、政府・軍事、通信、その他に区分されます。BFSIセグメントは、2022年の市場で最大の収益シェアを記録しました。BFSI業界では、複合AIソリューションは、コンプライアンスと規制報告、リスク評価と管理、顧客サービス、信用スコアリング、詐欺の検出と防止など、さまざまな目的で使用されています。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。北米地域は、2022年の売上高シェアが最も高く、市場をリードしています。北米は複合AIソリューションの導入と拡大における世界的リーダーです。最先端のAI技術ビジネスの存在、強力な研究開発スキル、発展した市場エコシステムなどが、この地域の複合AIソリューションの急速な台頭に一役買っています。複合AIは、ヘルスケア、小売、BFSI、製造などの主要セクターで、イノベーションの促進、消費者体験の向上、業務効率の向上に活用されています。

世界のBFSI市場：地域別
世界の通信市場：地域別
世界の小売および電子商取引市場：地域別
世界のヘルスケアおよびライフサイエンス市場：地域別
世界のメディア＆エンターテインメント市場：地域別
世界のエネルギーおよび電力市場：地域別
世界の輸送および物流市場：地域別
世界の政府および防衛市場：地域別
世界の製造業市場：地域別
世界のその他の市場：地域別

第6章世界の複合AI市場：用途別

世界の製品設計・開発市場：地域別
世界の品質管理市場：地域別
世界の予知保全市場：地域別
世界のセキュリティおよび監視市場：地域別
世界の顧客サービスおよびその他の市場：地域別

第7章世界の複合AI市場：提供別

世界のハードウェア市場：地域別
世界の複合AI市場：ハードウェアタイプ別
- 世界のプロセッサ市場：地域別
- 世界のメモリユニット市場：地域別
- 世界のネットワーク市場：地域別
- 世界のその他の市場：地域別
世界のソフトウェア市場：地域別
世界の複合AI市場：ソフトウェアタイプ別
- 世界のAI開発プラットフォームおよびツール市場：地域別
- 世界のMLフレームワーク市場：地域別
- 世界のAIミドルウェア等市場：地域別
世界サービス市場：地域別

第8章世界の複合AI市場：地域別

北米
- 北米の市場：国別
  - 米国
  - カナダ
  - メキシコ
  - その他北米地域
欧州
- 欧州の市場：国別
  - ドイツ
  - 英国
  - フランス
  - ロシア
  - スペイン
  - イタリア
  - その他欧州地域
アジア太平洋
- アジア太平洋の市場：国別
  - 中国
  - 日本
  - インド
  - 韓国
  - シンガポール
  - マレーシア
  - その他アジア太平洋地域
ラテンアメリカ・中東・アフリカ
- ラテンアメリカ・中東・アフリカの市場：国別
  - ブラジル
  - アルゼンチン
  - アラブ首長国連邦
  - サウジアラビア
  - 南アフリカ
  - ナイジェリア
  - その他ラテンアメリカ・中東・アフリカ地域

第9章企業プロファイル

IBM Corporation
SAS Institute, Inc
Google LLC（Alphabet Inc）
Intel Corporation
Salesforce, Inc
Microsoft Corporation
Amazon Web Services, Inc（Amazon.com, Inc.）
SAP SE
NVIDIA Corporation
Squirro AG

図表

LIST OF TABLES

TABLE 1 Global Composite AI Market, 2019 - 2022, USD Million
TABLE 2 Global Composite AI Market, 2023 - 2030, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Composite AI Market
TABLE 4 Product Launches And Product Expansions- Composite AI Market
TABLE 5 Global Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 6 Global Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 7 Global Data Processing Market by Region, 2019 - 2022, USD Million
TABLE 8 Global Data Processing Market by Region, 2023 - 2030, USD Million
TABLE 9 Global Data Mining & Machine Learning Market by Region, 2019 - 2022, USD Million
TABLE 10 Global Data Mining & Machine Learning Market by Region, 2023 - 2030, USD Million
TABLE 11 Global Conditioned Monitoring Market by Region, 2019 - 2022, USD Million
TABLE 12 Global Conditioned Monitoring Market by Region, 2023 - 2030, USD Million
TABLE 13 Global Pattern Recognition Market by Region, 2019 - 2022, USD Million
TABLE 14 Global Pattern Recognition Market by Region, 2023 - 2030, USD Million
TABLE 15 Global Proactive Mechanism & Others Market by Region, 2019 - 2022, USD Million
TABLE 16 Global Proactive Mechanism & Others Market by Region, 2023 - 2030, USD Million
TABLE 17 Global Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 18 Global Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 19 Global BFSI Market by Region, 2019 - 2022, USD Million
TABLE 20 Global BFSI Market by Region, 2023 - 2030, USD Million
TABLE 21 Global Telecommunications Market by Region, 2019 - 2022, USD Million
TABLE 22 Global Telecommunications Market by Region, 2023 - 2030, USD Million
TABLE 23 Global Retail & eCommerce Market by Region, 2019 - 2022, USD Million
TABLE 24 Global Retail & eCommerce Market by Region, 2023 - 2030, USD Million
TABLE 25 Global Healthcare & Lifesciences Market by Region, 2019 - 2022, USD Million
TABLE 26 Global Healthcare & Lifesciences Market by Region, 2023 - 2030, USD Million
TABLE 27 Global Media & Entertainment Market by Region, 2019 - 2022, USD Million
TABLE 28 Global Media & Entertainment Market by Region, 2023 - 2030, USD Million
TABLE 29 Global Energy & Power Market by Region, 2019 - 2022, USD Million
TABLE 30 Global Energy & Power Market by Region, 2023 - 2030, USD Million
TABLE 31 Global Transportation & Logistics Market by Region, 2019 - 2022, USD Million
TABLE 32 Global Transportation & Logistics Market by Region, 2023 - 2030, USD Million
TABLE 33 Global Government & Defense Market by Region, 2019 - 2022, USD Million
TABLE 34 Global Government & Defense Market by Region, 2023 - 2030, USD Million
TABLE 35 Global Manufacturing Market by Region, 2019 - 2022, USD Million
TABLE 36 Global Manufacturing Market by Region, 2023 - 2030, USD Million
TABLE 37 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 38 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 39 Global Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 40 Global Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 41 Global Product Design & Development Market by Region, 2019 - 2022, USD Million
TABLE 42 Global Product Design & Development Market by Region, 2023 - 2030, USD Million
TABLE 43 Global Quality Control Market by Region, 2019 - 2022, USD Million
TABLE 44 Global Quality Control Market by Region, 2023 - 2030, USD Million
TABLE 45 Global Predictive Maintenance Market by Region, 2019 - 2022, USD Million
TABLE 46 Global Predictive Maintenance Market by Region, 2023 - 2030, USD Million
TABLE 47 Global Security & Surveillance Market by Region, 2019 - 2022, USD Million
TABLE 48 Global Security & Surveillance Market by Region, 2023 - 2030, USD Million
TABLE 49 Global Customer Service & Others Market by Region, 2019 - 2022, USD Million
TABLE 50 Global Customer Service & Others Market by Region, 2023 - 2030, USD Million
TABLE 51 Global Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 52 Global Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 53 Global Hardware Market by Region, 2019 - 2022, USD Million
TABLE 54 Global Hardware Market by Region, 2023 - 2030, USD Million
TABLE 55 Global Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 56 Global Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 57 Global Processors Market by Region, 2019 - 2022, USD Million
TABLE 58 Global Processors Market by Region, 2023 - 2030, USD Million
TABLE 59 Global Memory Units Market by Region, 2019 - 2022, USD Million
TABLE 60 Global Memory Units Market by Region, 2023 - 2030, USD Million
TABLE 61 Global Networks Market by Region, 2019 - 2022, USD Million
TABLE 62 Global Networks Market by Region, 2023 - 2030, USD Million
TABLE 63 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 64 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 65 Global Software Market by Region, 2019 - 2022, USD Million
TABLE 66 Global Software Market by Region, 2023 - 2030, USD Million
TABLE 67 Global Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 68 Global Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 69 Global AI Development Platforms & Tools Market by Region, 2019 - 2022, USD Million
TABLE 70 Global AI Development Platforms & Tools Market by Region, 2023 - 2030, USD Million
TABLE 71 Global ML Framework Market by Region, 2019 - 2022, USD Million
TABLE 72 Global ML Framework Market by Region, 2023 - 2030, USD Million
TABLE 73 Global AI Middleware & Others Market by Region, 2019 - 2022, USD Million
TABLE 74 Global AI Middleware & Others Market by Region, 2023 - 2030, USD Million
TABLE 75 Global Services Market by Region, 2019 - 2022, USD Million
TABLE 76 Global Services Market by Region, 2023 - 2030, USD Million
TABLE 77 Global Composite AI Market by Region, 2019 - 2022, USD Million
TABLE 78 Global Composite AI Market by Region, 2023 - 2030, USD Million
TABLE 79 North America Composite AI Market, 2019 - 2022, USD Million
TABLE 80 North America Composite AI Market, 2023 - 2030, USD Million
TABLE 81 North America Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 82 North America Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 83 North America Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 84 North America Data Processing Market by Country, 2023 - 2030, USD Million
TABLE 85 North America Data Mining & Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 86 North America Data Mining & Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 87 North America Conditioned Monitoring Market by Country, 2019 - 2022, USD Million
TABLE 88 North America Conditioned Monitoring Market by Country, 2023 - 2030, USD Million
TABLE 89 North America Pattern Recognition Market by Country, 2019 - 2022, USD Million
TABLE 90 North America Pattern Recognition Market by Country, 2023 - 2030, USD Million
TABLE 91 North America Proactive Mechanism & Others Market by Country, 2019 - 2022, USD Million
TABLE 92 North America Proactive Mechanism & Others Market by Country, 2023 - 2030, USD Million
TABLE 93 North America Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 94 North America Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 95 North America BFSI Market by Country, 2019 - 2022, USD Million
TABLE 96 North America BFSI Market by Country, 2023 - 2030, USD Million
TABLE 97 North America Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 98 North America Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 99 North America Retail & eCommerce Market by Country, 2019 - 2022, USD Million
TABLE 100 North America Retail & eCommerce Market by Country, 2023 - 2030, USD Million
TABLE 101 North America Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 102 North America Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 103 North America Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 104 North America Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 105 North America Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 106 North America Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 107 North America Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 108 North America Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 109 North America Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 110 North America Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 111 North America Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 112 North America Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 113 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 114 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 115 North America Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 116 North America Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 117 North America Product Design & Development Market by Country, 2019 - 2022, USD Million
TABLE 118 North America Product Design & Development Market by Country, 2023 - 2030, USD Million
TABLE 119 North America Quality Control Market by Country, 2019 - 2022, USD Million
TABLE 120 North America Quality Control Market by Country, 2023 - 2030, USD Million
TABLE 121 North America Predictive Maintenance Market by Country, 2019 - 2022, USD Million
TABLE 122 North America Predictive Maintenance Market by Country, 2023 - 2030, USD Million
TABLE 123 North America Security & Surveillance Market by Country, 2019 - 2022, USD Million
TABLE 124 North America Security & Surveillance Market by Country, 2023 - 2030, USD Million
TABLE 125 North America Customer Service & Others Market by Country, 2019 - 2022, USD Million
TABLE 126 North America Customer Service & Others Market by Country, 2023 - 2030, USD Million
TABLE 127 North America Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 128 North America Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 129 North America Hardware Market by Country, 2019 - 2022, USD Million
TABLE 130 North America Hardware Market by Country, 2023 - 2030, USD Million
TABLE 131 North America Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 132 North America Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 133 North America Processors Market by Country, 2019 - 2022, USD Million
TABLE 134 North America Processors Market by Country, 2023 - 2030, USD Million
TABLE 135 North America Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 136 North America Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 137 North America Networks Market by Country, 2019 - 2022, USD Million
TABLE 138 North America Networks Market by Country, 2023 - 2030, USD Million
TABLE 139 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 140 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 141 North America Software Market by Country, 2019 - 2022, USD Million
TABLE 142 North America Software Market by Country, 2023 - 2030, USD Million
TABLE 143 North America Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 144 North America Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 145 North America AI Development Platforms & Tools Market by Country, 2019 - 2022, USD Million
TABLE 146 North America AI Development Platforms & Tools Market by Country, 2023 - 2030, USD Million
TABLE 147 North America ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 148 North America ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 149 North America AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 150 North America AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 151 North America Services Market by Country, 2019 - 2022, USD Million
TABLE 152 North America Services Market by Country, 2023 - 2030, USD Million
TABLE 153 North America Composite AI Market by Country, 2019 - 2022, USD Million
TABLE 154 North America Composite AI Market by Country, 2023 - 2030, USD Million
TABLE 155 US Composite AI Market, 2019 - 2022, USD Million
TABLE 156 US Composite AI Market, 2023 - 2030, USD Million
TABLE 157 US Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 158 US Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 159 US Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 160 US Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 161 US Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 162 US Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 163 US Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 164 US Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 165 US Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 166 US Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 167 US Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 168 US Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 169 Canada Composite AI Market, 2019 - 2022, USD Million
TABLE 170 Canada Composite AI Market, 2023 - 2030, USD Million
TABLE 171 Canada Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 172 Canada Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 173 Canada Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 174 Canada Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 175 Canada Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 176 Canada Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 177 Canada Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 178 Canada Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 179 Canada Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 180 Canada Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 181 Canada Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 182 Canada Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 183 Mexico Composite AI Market, 2019 - 2022, USD Million
TABLE 184 Mexico Composite AI Market, 2023 - 2030, USD Million
TABLE 185 Mexico Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 186 Mexico Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 187 Mexico Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 188 Mexico Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 189 Mexico Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 190 Mexico Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 191 Mexico Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 192 Mexico Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 193 Mexico Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 194 Mexico Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 195 Mexico Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 196 Mexico Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 197 Rest of North America Composite AI Market, 2019 - 2022, USD Million
TABLE 198 Rest of North America Composite AI Market, 2023 - 2030, USD Million
TABLE 199 Rest of North America Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 200 Rest of North America Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 201 Rest of North America Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 202 Rest of North America Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 203 Rest of North America Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 204 Rest of North America Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 205 Rest of North America Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 206 Rest of North America Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 207 Rest of North America Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 208 Rest of North America Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 209 Rest of North America Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 210 Rest of North America Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 211 Europe Composite AI Market, 2019 - 2022, USD Million
TABLE 212 Europe Composite AI Market, 2023 - 2030, USD Million
TABLE 213 Europe Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 214 Europe Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 215 Europe Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 216 Europe Data Processing Market by Country, 2023 - 2030, USD Million
TABLE 217 Europe Data Mining & Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 218 Europe Data Mining & Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 219 Europe Conditioned Monitoring Market by Country, 2019 - 2022, USD Million
TABLE 220 Europe Conditioned Monitoring Market by Country, 2023 - 2030, USD Million
TABLE 221 Europe Pattern Recognition Market by Country, 2019 - 2022, USD Million
TABLE 222 Europe Pattern Recognition Market by Country, 2023 - 2030, USD Million
TABLE 223 Europe Proactive Mechanism & Others Market by Country, 2019 - 2022, USD Million
TABLE 224 Europe Proactive Mechanism & Others Market by Country, 2023 - 2030, USD Million
TABLE 225 Europe Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 226 Europe Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 227 Europe BFSI Market by Country, 2019 - 2022, USD Million
TABLE 228 Europe BFSI Market by Country, 2023 - 2030, USD Million
TABLE 229 Europe Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 230 Europe Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 231 Europe Retail & eCommerce Market by Country, 2019 - 2022, USD Million
TABLE 232 Europe Retail & eCommerce Market by Country, 2023 - 2030, USD Million
TABLE 233 Europe Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 234 Europe Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 235 Europe Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 236 Europe Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 237 Europe Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 238 Europe Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 239 Europe Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 240 Europe Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 241 Europe Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 242 Europe Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 243 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 244 Europe Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 245 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 246 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 247 Europe Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 248 Europe Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 249 Europe Product Design & Development Market by Country, 2019 - 2022, USD Million
TABLE 250 Europe Product Design & Development Market by Country, 2023 - 2030, USD Million
TABLE 251 Europe Quality Control Market by Country, 2019 - 2022, USD Million
TABLE 252 Europe Quality Control Market by Country, 2023 - 2030, USD Million
TABLE 253 Europe Predictive Maintenance Market by Country, 2019 - 2022, USD Million
TABLE 254 Europe Predictive Maintenance Market by Country, 2023 - 2030, USD Million
TABLE 255 Europe Security & Surveillance Market by Country, 2019 - 2022, USD Million
TABLE 256 Europe Security & Surveillance Market by Country, 2023 - 2030, USD Million
TABLE 257 Europe Customer Service & Others Market by Country, 2019 - 2022, USD Million
TABLE 258 Europe Customer Service & Others Market by Country, 2023 - 2030, USD Million
TABLE 259 Europe Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 260 Europe Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 261 Europe Hardware Market by Country, 2019 - 2022, USD Million
TABLE 262 Europe Hardware Market by Country, 2023 - 2030, USD Million
TABLE 263 Europe Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 264 Europe Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 265 Europe Processors Market by Country, 2019 - 2022, USD Million
TABLE 266 Europe Processors Market by Country, 2023 - 2030, USD Million
TABLE 267 Europe Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 268 Europe Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 269 Europe Networks Market by Country, 2019 - 2022, USD Million
TABLE 270 Europe Networks Market by Country, 2023 - 2030, USD Million
TABLE 271 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 272 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 273 Europe Software Market by Country, 2019 - 2022, USD Million
TABLE 274 Europe Software Market by Country, 2023 - 2030, USD Million
TABLE 275 Europe Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 276 Europe Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 277 Europe AI Development Platforms & Tools Market by Country, 2019 - 2022, USD Million
TABLE 278 Europe AI Development Platforms & Tools Market by Country, 2023 - 2030, USD Million
TABLE 279 Europe ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 280 Europe ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 281 Europe AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 282 Europe AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 283 Europe Services Market by Country, 2019 - 2022, USD Million
TABLE 284 Europe Services Market by Country, 2023 - 2030, USD Million
TABLE 285 Europe Composite AI Market by Country, 2019 - 2022, USD Million
TABLE 286 Europe Composite AI Market by Country, 2023 - 2030, USD Million
TABLE 287 Germany Composite AI Market, 2019 - 2022, USD Million
TABLE 288 Germany Composite AI Market, 2023 - 2030, USD Million
TABLE 289 Germany Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 290 Germany Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 291 Germany Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 292 Germany Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 293 Germany Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 294 Germany Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 295 Germany Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 296 Germany Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 297 Germany Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 298 Germany Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 299 Germany Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 300 Germany Composite AI Market by Software Type, 2023 - 2030, USD Million

TABLE 301 UK Composite AI Market, 2019 - 2022, USD Million
TABLE 302 UK Composite AI Market, 2023 - 2030, USD Million
TABLE 303 UK Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 304 UK Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 305 UK Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 306 UK Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 307 UK Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 308 UK Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 309 UK Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 310 UK Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 311 UK Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 312 UK Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 313 UK Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 314 UK Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 315 France Composite AI Market, 2019 - 2022, USD Million
TABLE 316 France Composite AI Market, 2023 - 2030, USD Million
TABLE 317 France Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 318 France Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 319 France Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 320 France Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 321 France Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 322 France Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 323 France Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 324 France Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 325 France Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 326 France Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 327 France Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 328 France Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 329 Russia Composite AI Market, 2019 - 2022, USD Million
TABLE 330 Russia Composite AI Market, 2023 - 2030, USD Million
TABLE 331 Russia Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 332 Russia Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 333 Russia Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 334 Russia Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 335 Russia Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 336 Russia Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 337 Russia Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 338 Russia Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 339 Russia Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 340 Russia Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 341 Russia Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 342 Russia Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 343 Spain Composite AI Market, 2019 - 2022, USD Million
TABLE 344 Spain Composite AI Market, 2023 - 2030, USD Million
TABLE 345 Spain Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 346 Spain Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 347 Spain Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 348 Spain Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 349 Spain Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 350 Spain Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 351 Spain Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 352 Spain Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 353 Spain Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 354 Spain Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 355 Spain Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 356 Spain Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 357 Italy Composite AI Market, 2019 - 2022, USD Million
TABLE 358 Italy Composite AI Market, 2023 - 2030, USD Million
TABLE 359 Italy Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 360 Italy Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 361 Italy Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 362 Italy Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 363 Italy Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 364 Italy Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 365 Italy Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 366 Italy Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 367 Italy Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 368 Italy Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 369 Italy Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 370 Italy Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 371 Rest of Europe Composite AI Market, 2019 - 2022, USD Million
TABLE 372 Rest of Europe Composite AI Market, 2023 - 2030, USD Million
TABLE 373 Rest of Europe Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 374 Rest of Europe Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 375 Rest of Europe Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 376 Rest of Europe Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 377 Rest of Europe Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 378 Rest of Europe Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 379 Rest of Europe Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 380 Rest of Europe Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 381 Rest of Europe Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 382 Rest of Europe Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 383 Rest of Europe Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 384 Rest of Europe Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 385 Asia Pacific Composite AI Market, 2019 - 2022, USD Million
TABLE 386 Asia Pacific Composite AI Market, 2023 - 2030, USD Million
TABLE 387 Asia Pacific Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 388 Asia Pacific Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 389 Asia Pacific Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 390 Asia Pacific Data Processing Market by Country, 2023 - 2030, USD Million
TABLE 391 Asia Pacific Data Mining & Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 392 Asia Pacific Data Mining & Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 393 Asia Pacific Conditioned Monitoring Market by Country, 2019 - 2022, USD Million
TABLE 394 Asia Pacific Conditioned Monitoring Market by Country, 2023 - 2030, USD Million
TABLE 395 Asia Pacific Pattern Recognition Market by Country, 2019 - 2022, USD Million
TABLE 396 Asia Pacific Pattern Recognition Market by Country, 2023 - 2030, USD Million
TABLE 397 Asia Pacific Proactive Mechanism & Others Market by Country, 2019 - 2022, USD Million
TABLE 398 Asia Pacific Proactive Mechanism & Others Market by Country, 2023 - 2030, USD Million
TABLE 399 Asia Pacific Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 400 Asia Pacific Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 401 Asia Pacific BFSI Market by Country, 2019 - 2022, USD Million
TABLE 402 Asia Pacific BFSI Market by Country, 2023 - 2030, USD Million
TABLE 403 Asia Pacific Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 404 Asia Pacific Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 405 Asia Pacific Retail & eCommerce Market by Country, 2019 - 2022, USD Million
TABLE 406 Asia Pacific Retail & eCommerce Market by Country, 2023 - 2030, USD Million
TABLE 407 Asia Pacific Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 408 Asia Pacific Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 409 Asia Pacific Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 410 Asia Pacific Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 411 Asia Pacific Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 412 Asia Pacific Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 413 Asia Pacific Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 414 Asia Pacific Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 415 Asia Pacific Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 416 Asia Pacific Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 417 Asia Pacific Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 418 Asia Pacific Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 419 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 420 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 421 Asia Pacific Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 422 Asia Pacific Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 423 Asia Pacific Product Design & Development Market by Country, 2019 - 2022, USD Million
TABLE 424 Asia Pacific Product Design & Development Market by Country, 2023 - 2030, USD Million
TABLE 425 Asia Pacific Quality Control Market by Country, 2019 - 2022, USD Million
TABLE 426 Asia Pacific Quality Control Market by Country, 2023 - 2030, USD Million
TABLE 427 Asia Pacific Predictive Maintenance Market by Country, 2019 - 2022, USD Million
TABLE 428 Asia Pacific Predictive Maintenance Market by Country, 2023 - 2030, USD Million
TABLE 429 Asia Pacific Security & Surveillance Market by Country, 2019 - 2022, USD Million
TABLE 430 Asia Pacific Security & Surveillance Market by Country, 2023 - 2030, USD Million
TABLE 431 Asia Pacific Customer Service & Others Market by Country, 2019 - 2022, USD Million
TABLE 432 Asia Pacific Customer Service & Others Market by Country, 2023 - 2030, USD Million
TABLE 433 Asia Pacific Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 434 Asia Pacific Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 435 Asia Pacific Hardware Market by Country, 2019 - 2022, USD Million
TABLE 436 Asia Pacific Hardware Market by Country, 2023 - 2030, USD Million
TABLE 437 Asia Pacific Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 438 Asia Pacific Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 439 Asia Pacific Processors Market by Country, 2019 - 2022, USD Million
TABLE 440 Asia Pacific Processors Market by Country, 2023 - 2030, USD Million
TABLE 441 Asia Pacific Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 442 Asia Pacific Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 443 Asia Pacific Networks Market by Country, 2019 - 2022, USD Million
TABLE 444 Asia Pacific Networks Market by Country, 2023 - 2030, USD Million
TABLE 445 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 446 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 447 Asia Pacific Software Market by Country, 2019 - 2022, USD Million
TABLE 448 Asia Pacific Software Market by Country, 2023 - 2030, USD Million
TABLE 449 Asia Pacific Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 450 Asia Pacific Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 451 Asia Pacific AI Development Platforms & Tools Market by Country, 2019 - 2022, USD Million
TABLE 452 Asia Pacific AI Development Platforms & Tools Market by Country, 2023 - 2030, USD Million
TABLE 453 Asia Pacific ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 454 Asia Pacific ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 455 Asia Pacific AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 456 Asia Pacific AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 457 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
TABLE 458 Asia Pacific Services Market by Country, 2023 - 2030, USD Million
TABLE 459 Asia Pacific Composite AI Market by Country, 2019 - 2022, USD Million
TABLE 460 Asia Pacific Composite AI Market by Country, 2023 - 2030, USD Million
TABLE 461 China Composite AI Market, 2019 - 2022, USD Million
TABLE 462 China Composite AI Market, 2023 - 2030, USD Million
TABLE 463 China Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 464 China Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 465 China Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 466 China Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 467 China Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 468 China Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 469 China Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 470 China Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 471 China Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 472 China Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 473 China Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 474 China Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 475 Japan Composite AI Market, 2019 - 2022, USD Million
TABLE 476 Japan Composite AI Market, 2023 - 2030, USD Million
TABLE 477 Japan Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 478 Japan Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 479 Japan Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 480 Japan Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 481 Japan Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 482 Japan Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 483 Japan Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 484 Japan Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 485 Japan Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 486 Japan Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 487 Japan Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 488 Japan Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 489 India Composite AI Market, 2019 - 2022, USD Million
TABLE 490 India Composite AI Market, 2023 - 2030, USD Million
TABLE 491 India Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 492 India Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 493 India Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 494 India Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 495 India Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 496 India Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 497 India Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 498 India Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 499 India Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 500 India Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 501 India Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 502 India Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 503 South Korea Composite AI Market, 2019 - 2022, USD Million
TABLE 504 South Korea Composite AI Market, 2023 - 2030, USD Million
TABLE 505 South Korea Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 506 South Korea Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 507 South Korea Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 508 South Korea Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 509 South Korea Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 510 South Korea Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 511 South Korea Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 512 South Korea Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 513 South Korea Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 514 South Korea Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 515 South Korea Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 516 South Korea Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 517 Singapore Composite AI Market, 2019 - 2022, USD Million
TABLE 518 Singapore Composite AI Market, 2023 - 2030, USD Million
TABLE 519 Singapore Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 520 Singapore Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 521 Singapore Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 522 Singapore Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 523 Singapore Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 524 Singapore Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 525 Singapore Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 526 Singapore Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 527 Singapore Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 528 Singapore Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 529 Singapore Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 530 Singapore Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 531 Malaysia Composite AI Market, 2019 - 2022, USD Million
TABLE 532 Malaysia Composite AI Market, 2023 - 2030, USD Million
TABLE 533 Malaysia Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 534 Malaysia Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 535 Malaysia Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 536 Malaysia Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 537 Malaysia Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 538 Malaysia Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 539 Malaysia Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 540 Malaysia Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 541 Malaysia Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 542 Malaysia Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 543 Malaysia Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 544 Malaysia Composite AI Market by Software Type, 2023 - 2030, USD Million

TABLE 545 Rest of Asia Pacific Composite AI Market, 2019 - 2022, USD Million
TABLE 546 Rest of Asia Pacific Composite AI Market, 2023 - 2030, USD Million
TABLE 547 Rest of Asia Pacific Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 548 Rest of Asia Pacific Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 549 Rest of Asia Pacific Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 550 Rest of Asia Pacific Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 551 Rest of Asia Pacific Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 552 Rest of Asia Pacific Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 553 Rest of Asia Pacific Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 554 Rest of Asia Pacific Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 555 Rest of Asia Pacific Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 556 Rest of Asia Pacific Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 557 Rest of Asia Pacific Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 558 Rest of Asia Pacific Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 559 LAMEA Composite AI Market, 2019 - 2022, USD Million
TABLE 560 LAMEA Composite AI Market, 2023 - 2030, USD Million
TABLE 561 LAMEA Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 562 LAMEA Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 563 LAMEA Data Processing Market by Country, 2019 - 2022, USD Million
TABLE 564 LAMEA Data Processing Market by Country, 2023 - 2030, USD Million
TABLE 565 LAMEA Data Mining & Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 566 LAMEA Data Mining & Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 567 LAMEA Conditioned Monitoring Market by Country, 2019 - 2022, USD Million
TABLE 568 LAMEA Conditioned Monitoring Market by Country, 2023 - 2030, USD Million
TABLE 569 LAMEA Pattern Recognition Market by Country, 2019 - 2022, USD Million
TABLE 570 LAMEA Pattern Recognition Market by Country, 2023 - 2030, USD Million
TABLE 571 LAMEA Proactive Mechanism & Others Market by Country, 2019 - 2022, USD Million
TABLE 572 LAMEA Proactive Mechanism & Others Market by Country, 2023 - 2030, USD Million
TABLE 573 LAMEA Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 574 LAMEA Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 575 LAMEA BFSI Market by Country, 2019 - 2022, USD Million
TABLE 576 LAMEA BFSI Market by Country, 2023 - 2030, USD Million
TABLE 577 LAMEA Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 578 LAMEA Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 579 LAMEA Retail & eCommerce Market by Country, 2019 - 2022, USD Million
TABLE 580 LAMEA Retail & eCommerce Market by Country, 2023 - 2030, USD Million
TABLE 581 LAMEA Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 582 LAMEA Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 583 LAMEA Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 584 LAMEA Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 585 LAMEA Energy & Power Market by Country, 2019 - 2022, USD Million
TABLE 586 LAMEA Energy & Power Market by Country, 2023 - 2030, USD Million
TABLE 587 LAMEA Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 588 LAMEA Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 589 LAMEA Government & Defense Market by Country, 2019 - 2022, USD Million
TABLE 590 LAMEA Government & Defense Market by Country, 2023 - 2030, USD Million
TABLE 591 LAMEA Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 592 LAMEA Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 593 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 594 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 595 LAMEA Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 596 LAMEA Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 597 LAMEA Product Design & Development Market by Country, 2019 - 2022, USD Million
TABLE 598 LAMEA Product Design & Development Market by Country, 2023 - 2030, USD Million
TABLE 599 LAMEA Quality Control Market by Country, 2019 - 2022, USD Million
TABLE 600 LAMEA Quality Control Market by Country, 2023 - 2030, USD Million
TABLE 601 LAMEA Predictive Maintenance Market by Country, 2019 - 2022, USD Million
TABLE 602 LAMEA Predictive Maintenance Market by Country, 2023 - 2030, USD Million
TABLE 603 LAMEA Security & Surveillance Market by Country, 2019 - 2022, USD Million
TABLE 604 LAMEA Security & Surveillance Market by Country, 2023 - 2030, USD Million
TABLE 605 LAMEA Customer Service & Others Market by Country, 2019 - 2022, USD Million
TABLE 606 LAMEA Customer Service & Others Market by Country, 2023 - 2030, USD Million
TABLE 607 LAMEA Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 608 LAMEA Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 609 LAMEA Hardware Market by Country, 2019 - 2022, USD Million
TABLE 610 LAMEA Hardware Market by Country, 2023 - 2030, USD Million
TABLE 611 LAMEA Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 612 LAMEA Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 613 LAMEA Processors Market by Country, 2019 - 2022, USD Million
TABLE 614 LAMEA Processors Market by Country, 2023 - 2030, USD Million
TABLE 615 LAMEA Memory Units Market by Country, 2019 - 2022, USD Million
TABLE 616 LAMEA Memory Units Market by Country, 2023 - 2030, USD Million
TABLE 617 LAMEA Networks Market by Country, 2019 - 2022, USD Million
TABLE 618 LAMEA Networks Market by Country, 2023 - 2030, USD Million
TABLE 619 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 620 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 621 LAMEA Software Market by Country, 2019 - 2022, USD Million
TABLE 622 LAMEA Software Market by Country, 2023 - 2030, USD Million
TABLE 623 LAMEA Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 624 LAMEA Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 625 LAMEA AI Development Platforms & Tools Market by Country, 2019 - 2022, USD Million
TABLE 626 LAMEA AI Development Platforms & Tools Market by Country, 2023 - 2030, USD Million
TABLE 627 LAMEA ML Framework Market by Country, 2019 - 2022, USD Million
TABLE 628 LAMEA ML Framework Market by Country, 2023 - 2030, USD Million
TABLE 629 LAMEA AI Middleware & Others Market by Country, 2019 - 2022, USD Million
TABLE 630 LAMEA AI Middleware & Others Market by Country, 2023 - 2030, USD Million
TABLE 631 LAMEA Services Market by Country, 2019 - 2022, USD Million
TABLE 632 LAMEA Services Market by Country, 2023 - 2030, USD Million
TABLE 633 LAMEA Composite AI Market by Country, 2019 - 2022, USD Million
TABLE 634 LAMEA Composite AI Market by Country, 2023 - 2030, USD Million
TABLE 635 Brazil Composite AI Market, 2019 - 2022, USD Million
TABLE 636 Brazil Composite AI Market, 2023 - 2030, USD Million
TABLE 637 Brazil Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 638 Brazil Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 639 Brazil Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 640 Brazil Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 641 Brazil Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 642 Brazil Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 643 Brazil Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 644 Brazil Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 645 Brazil Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 646 Brazil Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 647 Brazil Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 648 Brazil Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 649 Argentina Composite AI Market, 2019 - 2022, USD Million
TABLE 650 Argentina Composite AI Market, 2023 - 2030, USD Million
TABLE 651 Argentina Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 652 Argentina Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 653 Argentina Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 654 Argentina Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 655 Argentina Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 656 Argentina Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 657 Argentina Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 658 Argentina Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 659 Argentina Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 660 Argentina Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 661 Argentina Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 662 Argentina Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 663 UAE Composite AI Market, 2019 - 2022, USD Million
TABLE 664 UAE Composite AI Market, 2023 - 2030, USD Million
TABLE 665 UAE Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 666 UAE Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 667 UAE Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 668 UAE Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 669 UAE Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 670 UAE Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 671 UAE Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 672 UAE Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 673 UAE Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 674 UAE Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 675 UAE Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 676 UAE Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 677 Saudi Arabia Composite AI Market, 2019 - 2022, USD Million
TABLE 678 Saudi Arabia Composite AI Market, 2023 - 2030, USD Million
TABLE 679 Saudi Arabia Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 680 Saudi Arabia Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 681 Saudi Arabia Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 682 Saudi Arabia Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 683 Saudi Arabia Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 684 Saudi Arabia Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 685 Saudi Arabia Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 686 Saudi Arabia Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 687 Saudi Arabia Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 688 Saudi Arabia Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 689 Saudi Arabia Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 690 Saudi Arabia Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 691 South Africa Composite AI Market, 2019 - 2022, USD Million
TABLE 692 South Africa Composite AI Market, 2023 - 2030, USD Million
TABLE 693 South Africa Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 694 South Africa Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 695 South Africa Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 696 South Africa Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 697 South Africa Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 698 South Africa Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 699 South Africa Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 700 South Africa Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 701 South Africa Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 702 South Africa Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 703 South Africa Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 704 South Africa Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 705 Nigeria Composite AI Market, 2019 - 2022, USD Million
TABLE 706 Nigeria Composite AI Market, 2023 - 2030, USD Million
TABLE 707 Nigeria Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 708 Nigeria Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 709 Nigeria Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 710 Nigeria Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 711 Nigeria Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 712 Nigeria Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 713 Nigeria Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 714 Nigeria Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 715 Nigeria Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 716 Nigeria Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 717 Nigeria Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 718 Nigeria Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 719 Rest of LAMEA Composite AI Market, 2019 - 2022, USD Million
TABLE 720 Rest of LAMEA Composite AI Market, 2023 - 2030, USD Million
TABLE 721 Rest of LAMEA Composite AI Market by Technique, 2019 - 2022, USD Million
TABLE 722 Rest of LAMEA Composite AI Market by Technique, 2023 - 2030, USD Million
TABLE 723 Rest of LAMEA Composite AI Market by Vertical, 2019 - 2022, USD Million
TABLE 724 Rest of LAMEA Composite AI Market by Vertical, 2023 - 2030, USD Million
TABLE 725 Rest of LAMEA Composite AI Market by Application, 2019 - 2022, USD Million
TABLE 726 Rest of LAMEA Composite AI Market by Application, 2023 - 2030, USD Million
TABLE 727 Rest of LAMEA Composite AI Market by Offering, 2019 - 2022, USD Million
TABLE 728 Rest of LAMEA Composite AI Market by Offering, 2023 - 2030, USD Million
TABLE 729 Rest of LAMEA Composite AI Market by Hardware Type, 2019 - 2022, USD Million
TABLE 730 Rest of LAMEA Composite AI Market by Hardware Type, 2023 - 2030, USD Million
TABLE 731 Rest of LAMEA Composite AI Market by Software Type, 2019 - 2022, USD Million
TABLE 732 Rest of LAMEA Composite AI Market by Software Type, 2023 - 2030, USD Million
TABLE 733 Key information - IBM Corporation
TABLE 734 Key information - SAS Institute, Inc.
TABLE 735 Key Information - Google LLC
TABLE 736 Key Information - Intel Corporation
TABLE 737 Key Information - Salesforce, Inc.
TABLE 738 key information - Microsoft Corporation
TABLE 739 Key Information - Amazon Web Services, Inc.
TABLE 740 Key Information - SAP SE
TABLE 741 Key Information - NVIDIA Corporation
TABLE 742 Key Information - Squirro AG

List of Figures

FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2019-2023)
FIG 5 Key Strategic Move: (Partnerships, Collaborations & Agreements : 2020, Jun - 2023, Jun) Leading Players
FIG 6 Global Composite AI Market share by Technique, 2022
FIG 7 Global Composite AI Market share by Technique, 2030
FIG 8 Global Composite AI Market by Technique, 2019 - 2030, USD Million
FIG 9 Global Composite AI Market share by Vertical, 2022
FIG 10 Global Composite AI Market share by Vertical, 2030
FIG 11 Global Composite AI Market by Vertical, 2019 - 2030, USD Million
FIG 12 Global Composite AI Market share by Application, 2022
FIG 13 Global Composite AI Market share by Application, 2030
FIG 14 Global Composite AI Market by Application, 2019 - 2030, USD Million
FIG 15 Global Composite AI Market share by Offering, 2022
FIG 16 Global Composite AI Market share by Offering, 2030
FIG 17 Global Composite AI Market by Offering, 2019 - 2030, USD Million
FIG 18 Global Composite AI Market share by Region, 2022
FIG 19 Global Composite AI Market share by Region, 2030
FIG 20 Global Composite AI Market by Region, 2019 - 2030, USD Million
FIG 21 Recent strategies and developments: IBM Corporation
FIG 22 Swot Analysis: IBM Corporation
FIG 23 Recent strategies and developments: Google LLC
FIG 24 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 25 SWOT Analysis: Intel Corporation
FIG 26 Recent strategies and developments: Salesforce, Inc.
FIG 27 SWOT Analysis: Salesforce.com, Inc.
FIG 28 SWOT Analysis: Microsoft Corporation
FIG 29 Recent strategies and developments: Amazon Web Services, Inc.
FIG 30 SWOT analysis: Amazon.com, Inc.
FIG 31 Recent strategies and developments: SAP SE
FIG 32 SWOT Analysis: SAP SE
FIG 33 SWOT Analysis: NVIDIA Corporation

The Global Composite AI Market size is expected to reach $8.5 billion by 2030, rising at a market growth of 36.9% CAGR during the forecast period.

The need of Composite AI in Security & surveillance is growing as organizations may increase situational awareness, strengthen threat detection capabilities, automate monitoring procedures, and allow more effective and proactive security actions by using composite AI in security and surveillance. Therefore, Security & Surveillance acquired $83.4 million revenue in the market in 2022. Composite artificial intelligence (AI) may significantly advance numerous elements of safety monitoring, danger identification, and response. The market is predicted to expand due to the increased requirement for data protection since many firms have recently experienced severe security breaches and data breaches.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In June, 2023, Google LLC signed a partnership with Sysdig to integrate its generative artificial intelligence (AI) features with Sysdig's cloud security platform. The partnership would provide the joint customers of the two companies with secure cloud-based automation solutions that would drive better productivity. Additionally, In June, 2023, Salesforce extended its partnership with Google Cloud to develop solutions for AI-powered customer experience solutions. The partnership would allow the two companies to provide their clients with personalized customer experience solutions.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In June, 2023, Microsoft Corporation extended its partnership with HCLTech, an Indian IT company, to provide generative AI-powered business transformation solutions to enterprises. The partnership would allow Microsoft to serve its customers in a better way by providing them with solutions for better decision-making through the use of AI-powered operational insights. Companies such as Intel Corporation, NVIDIA Corporation, SAP SE are some of the key innovators in the Market.

Market Growth Factors

Real-time decision-making via integration with edge computing and IoT

Edge computing adoption is being fueled by the ubiquity of Internet of Things (IoT) devices and the need for real-time decision-making. By processing and analyzing data locally, composite AI systems linked with edge devices may lower latency and enable quicker insights and answers. This integration makes the deployment of composite AI solutions in edge computing settings possible. Intelligent applications and 5G/6G Internet of Things (IoT) networks rely heavily on edge computing. The IoT ecosystem creates enormous, heterogeneous, extremely noisy, spatiotemporal-correlated, real-time data streams that need intelligent learning for effective data analysis and insight extraction. These devices include sensors, mobiles, and memory units.

AI applications are becoming more intricate to improve performance and accuracy

The complexity of AI applications is increasing, necessitating the fusion of many AI models and technologies. Organizations are now dealing with the fact that training a large neural network using ML only sometimes scales to address challenges of growing complexity. In conclusion, the increasing complexity of AI applications will support the rise of the market for extraordinary performance and accuracy.

Market Restraining Factors

Issues with data security and privacy

Due to a lack of confidence in AI technology or incomplete awareness of its potential and constraints, some businesses could hesitate to employ composite AI solutions. Implementation challenges may also arise from worries about data security, privacy, and possible biases in AI algorithms. Data leaks and illegal access to private information are the key privacy issues with AI. Thus, over the projection period, worries about data security and privacy may restrain the development of the market.

Offering Outlook

Based on offering, the market is segmented into hardware, software, and services. The software segment held the highest revenue share in the market in 2022. Composite AI software often provides a platform or framework that enables the smooth integration and orchestration of several AI models or algorithms. It allows users to make better judgments by using the many capabilities of these AI components to address complex problems. Organizations may create sophisticated AI applications that process and analyze various data kinds, comprehend complicated patterns, provide insights, anticipate outcomes, and carry out activities that call for a mix of AI approaches using composite AI software.

Software Outlook

Under software, the market is bifurcated into AI Development Platforms & Tools, ML Frameworks, AI Middleware, and other software. In 2022, the AI Development Platforms & Tools segment registered the largest revenue share in the market. Businesses and developers may now design and modify AI solutions more quickly and simply because of the emergence of low-cost and accessible AI tools and platforms like TensorFlow, PyTorch, and IBM Watson. AI systems may speed up software development procedures like code compilation and quality assurance, which can cut down on the time and expense involved in developing software.

Technique Outlook

Based on technique, the market is categorized into proactive mechanisms, data processing, pattern recognition, conditioned monitoring, data mining & machine learning, and others. In 2022, the data mining & machine learning segment projected a prominent revenue share in the market. Techniques for data mining and machine learning are essential for commercializing Composite AI solutions. Composite AI systems that combine data mining and machine learning methods allow the system to analyze enormous volumes of data, find patterns, anticipate the future, and improve decision-making. Using data's power allows composite AI systems to offer intelligent, adaptive, and context-aware capabilities across a range of domains and applications.

Application Outlook

On the basis of application, the market is divided into product design & development, quality control, predictive maintenance, security & surveillance, customer service, and others. In 2022, the predictive maintenance segment registered a significant revenue share in the market. In predictive maintenance, which seeks to anticipate equipment breakdowns or maintenance requirements, composite AI may be beneficial. It provides better asset management methods, data-driven decision-making, and accurate projections.

Vertical Outlook

Based on the vertical, the market is segmented into BFSI, retail & eCommerce, manufacturing, energy & utilities, transportation & logistics, healthcare & life sciences, media & entertainment, government & military, telecom, and others. The BFSI segment registered the maximum revenue share in the market in 2022. In the BFSI industry, composite AI solutions are used for various purposes, including compliance and regulatory reporting, risk assessment and management, customer service, credit scoring, and fraud detection and prevention.

Regional Outlook

Region wise, the market is analysed across North America, Europe, Asia Pacific and LAMEA. The North America region led the market with highest revenue share in 2022. North America is a global leader in implementing and expanding composite AI solutions. The existence of cutting-edge AI technology businesses, strong R&D skills, and a developed market ecosystem all play a role in the region's fast rise of composite AI solutions. Composite AI is being used by major sectors, including healthcare, retail, BFSI, and manufacturing, to promote innovation, improve consumer experiences, and increase operational effectiveness.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, SAS Institute, Inc., Microsoft Corporation, Google LLC (Alphabet Inc.), Salesforce, Inc., Amazon Web Services, Inc. (Amazon.com, Inc.), NVIDIA Corporation, Intel Corporation, SAP SE, and Squirro AG

Recent Strategies Deployed in Composite AI Market

Partnerships, Collaborations, and Agreements:

Jun-2023: Microsoft Corporation extended its partnership with HCLTech, an Indian IT company, to provide generative AI-powered business transformation solutions to enterprises. The partnership would allow Microsoft to serve its customers in a better way by providing them with solutions for better decision-making through the use of AI-powered operational insights.

Jun-2023: Google LLC signed a partnership with Sysdig, a cloud-based security solutions provider, to integrate its generative artificial intelligence (AI) features with Sysdig's cloud security platform. The partnership would provide the joint customers of the two companies with secure cloud-based automation solutions that would drive better productivity.

Jun-2023: Google LLC partnered with Twilio Inc., a customer engagement platform, to integrate Twilio's customer engagement offerings with Google Cloud's generative artificial intelligence (AI). The partnership would allow Google to provide its clients with AI-powered customer engagement tools that would drive their business growth.

Jun-2023: Salesforce extended its partnership with Google Cloud, a cloud platform offered by Google, to develop solutions for AI-powered customer experience solutions. The partnership would allow the two companies to provide their clients with personalized customer experience solutions.

Jun-2023: Amazon Web Services Inc. announced an extended partnership with Lacework Inc., a cloud security services provider, to integrate Amazon GuardDuty with Lacework's portfolio. The partnership would allow Amazon Web Services to provide its customers with anomaly detection solutions that would drive better security outcomes.

May-2023: Microsoft Corporation signed a partnership with NVIDIA, an American technology company, to provide solutions for Ai-powered business transformation. The partnership features a combination of Microsoft's Azure Machine Learning with NVIDIA AI Enterprise software that would allow the joint customers of the two companies to gain access to a protected business platform.

May-2023: NVIDIA Corporation partnered with ServiceNow, a software company based in the US, to provide workflow automation capabilities. The partnership would allow NVIDIA to serve its IT customers in a better way by providing them with generative AI solutions.

May-2023: SAP SE signed a partnership with Google Cloud, a cloud platform offered by Google, to integrate Google Cloud's Data and Analytics Technology with SAP's portfolio. The partnership enables SAP to serve its customers in a better way by providing them with a portfolio that would simplify the data landscapes, perform advanced analysis and provide quick access to important business-related data.

Feb-2023: IBM Corporation announced a partnership with NASA, an American civil space agency, to develop AI-powered solutions for contextual analysis. The solutions developed by IBM in the course of this partnership would be useful to several other organizations including NASA, thereby, allowing IBM to strengthen its market position.

Feb-2023: Amazon Web Services, Inc. partnered with Baker Hughes, an energy technology solutions provider, to develop solutions for automated field production. The partnership would allow the joint customers of the two companies to increase their productivity by providing them with solutions for proactive management and automated field production.

Dec-2022: SAS Institute, Inc. entered into a partnership with Basserah, a data solutions provider based in Saudi Arabia, to provide solutions for data analytics to Saudi enterprises. The partnership allows SAS to expand its data analytics offerings and would allow the company to enhance its market share in the Saudi region.

Nov-2022: Squirro AG teamed up with Semantic Web Company, a knowledge graph provider, to launch Composite AI solutions. The collaboration would provide the joint customers of the two companies with better decision-making solutions by combining Squirro's Insight Engine with Semantic Web Company's knowledge graph technology.

Sep-2022: Salesforce, Inc. entered into a partnership with AWS, an IT services provider based in the United States, to integrate the Salesforce Platform with Amazon SageMaker. The partnership allows the two companies to provide their customers with solutions to build business-specific AI models.

May-2021: SAP extended its partnership with Team Liquid, a leading worldwide professional esports organization. By using the power of SAP HANA, predictive & machine learning functionalities, and the SAP Business Technology Platform, Team Liquid would more rapidly and efficiently evaluate opponents' approaches.

Jan-2021: SAP SE extended its partnership with Microsoft, an American multinational technology company. This partnership aimed to combine Microsoft Teams with SAP's intelligent portfolio of solutions and boost the adoption of SAP S/4HANA on Microsoft Azure. In addition, the companies also focus on simplifying and streamlining users' journeys to the cloud.

Product Launches and Product Expansions:

May-2023: IBM Corporation announced the launch of the Watsonx Platform, an AI-powered solution that provided end-to-end workflow solutions. The Watsonx Platform features three product sets namely, IBM watsonx.ai, an AI-powered solution that facilitates generative AI and machine learning deployment, IBM Watsonx.data, a data store used for AI workloads and governed data applications and IBM Watsonx.governance, an AI-workflow solution.

Apr-2023: Amazon Web Services announced the launch of Bedrock, a service used for developing generative AI applications. The Bedrock features accessibility to Amazon's Titan language models and customizability for data-specific needs. Furthermore, Bedrock can also be used with third-party language models.

Mar-2023: Salesforce, Inc. announced the launch of Einstein GPT, a CRM technology solution that utilizes AI to provide AI-created content at a hyper-scale. The Einstein GPT is compatible with Salesforce Data Cloud and features OpenAI's chatbot technology.

Mar-2023: NVIDIA Corporation introduced the NVIDIA NeMo framework and NVIDIA Picasso service. The NVIDIA NeMo framework is used for deploying large language models (LLMs) and facilitating enterprise hyper-personalization. The NeMo framework features NVIDIA DGX Cloud. The NVIDIA Picasso service is purely cloud-based and is used to create and deploy generative AI-based visuals. The Picasso service features Edify foundation for generating high-definition videos and images.

Mar-2023: SAP SE unveiled SAP Datasphere, a cloud-based data warehouse used for data integration and data cataloguing applications. The Datasphere features the SAP Business Technology Platform (BTP) used for data protection and governance purposes. Furthermore, Datasphere can be used with third-party technologies to overcome errors in data management.

Feb-2023: Google LLC unveiled Bard, a chatbot that leverages the use of AI for better results. Bard features the use of Google's Lambda language model that would facilitate humanlike interaction between the user and the chatbot.

Scope of the Study

Market Segments covered in the Report:

By Technique

Data Processing
Data Mining & Machine Learning
Conditioned Monitoring
Pattern Recognition
Proactive Mechanism & Others

By Vertical

BFSI
Telecommunications
Retail & eCommerce
Healthcare & Lifesciences
Media & Entertainment
Energy & Power
Transportation & Logistics
Government & Defense
Manufacturing
Others

By Application

Product Design & Development
Quality Control
Predictive Maintenance
Security & Surveillance
Customer Service & Others

By Offering

Hardware
- Processors
- Memory Units
- Networks
- Others
Software
- AI Development Platforms & Tools
- ML Framework
- AI Middleware & Others
Services

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Companies Profiled

IBM Corporation
SAS Institute, Inc.
Microsoft Corporation
Google LLC (Alphabet Inc.)
Salesforce, Inc.
Amazon Web Services, Inc. (Amazon.com, Inc.)
NVIDIA Corporation
Intel Corporation
SAP SE
Squirro AG

Unique Offerings from KBV Research

Exhaustive coverage
Highest number of market tables and figures
Subscription based model available
Guaranteed best price
Assured post sales research support with 10% customization free

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Composite AI Market, by Technique
- 1.4.2 Global Composite AI Market, by Vertical
- 1.4.3 Global Composite AI Market, by Application
- 1.4.4 Global Composite AI Market, by Offering
- 1.4.5 Global Composite AI Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview

2.1 Introduction
- 2.1.1 Overview
  - 2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
- 2.2.1 Market Drivers
- 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
- 3.2.1 Partnerships, Collaborations and Agreements
- 3.2.2 Product Launches and Product Expansions
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
- 3.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
- 3.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, Jun - 2023, Jun) Leading Players

Chapter 4. Global Composite AI Market by Technique

4.1 Global Data Processing Market by Region
4.2 Global Data Mining & Machine Learning Market by Region
4.3 Global Conditioned Monitoring Market by Region
4.4 Global Pattern Recognition Market by Region
4.5 Global Proactive Mechanism & Others Market by Region

Chapter 5. Global Composite AI Market by Vertical

5.1 Global BFSI Market by Region
5.2 Global Telecommunications Market by Region
5.3 Global Retail & eCommerce Market by Region
5.4 Global Healthcare & Lifesciences Market by Region
5.5 Global Media & Entertainment Market by Region
5.6 Global Energy & Power Market by Region
5.7 Global Transportation & Logistics Market by Region
5.8 Global Government & Defense Market by Region
5.9 Global Manufacturing Market by Region
5.1 Global Others Market by Region

Chapter 6. Global Composite AI Market by Application

6.1 Global Product Design & Development Market by Region
6.2 Global Quality Control Market by Region
6.3 Global Predictive Maintenance Market by Region
6.4 Global Security & Surveillance Market by Region
6.5 Global Customer Service & Others Market by Region

Chapter 7. Global Composite AI Market by Offering

7.1 Global Hardware Market by Region
7.2 Global Composite AI Market by Hardware Type
- 7.2.1 Global Processors Market by Region
- 7.2.2 Global Memory Units Market by Region
- 7.2.3 Global Networks Market by Region
- 7.2.4 Global Others Market by Region
7.3 Global Software Market by Region
7.4 Global Composite AI Market by Software Type
- 7.4.1 Global AI Development Platforms & Tools Market by Region
- 7.4.2 Global ML Framework Market by Region
- 7.4.3 Global AI Middleware & Others Market by Region
7.5 Global Services Market by Region

Chapter 8. Global Composite AI Market by Region

8.1 North America Composite AI Market
- 8.1.1 North America Composite AI Market by Technique
  - 8.1.1.1 North America Data Processing Market by Country
  - 8.1.1.2 North America Data Mining & Machine Learning Market by Country
  - 8.1.1.3 North America Conditioned Monitoring Market by Country
  - 8.1.1.4 North America Pattern Recognition Market by Country
  - 8.1.1.5 North America Proactive Mechanism & Others Market by Country
- 8.1.2 North America Composite AI Market by Vertical
  - 8.1.2.1 North America BFSI Market by Country
  - 8.1.2.2 North America Telecommunications Market by Country
  - 8.1.2.3 North America Retail & eCommerce Market by Country
  - 8.1.2.4 North America Healthcare & Lifesciences Market by Country
  - 8.1.2.5 North America Media & Entertainment Market by Country
  - 8.1.2.6 North America Energy & Power Market by Country
  - 8.1.2.7 North America Transportation & Logistics Market by Country
  - 8.1.2.8 North America Government & Defense Market by Country
  - 8.1.2.9 North America Manufacturing Market by Country
  - 8.1.2.10 North America Others Market by Country
- 8.1.3 North America Composite AI Market by Application
  - 8.1.3.1 North America Product Design & Development Market by Country
  - 8.1.3.2 North America Quality Control Market by Country
  - 8.1.3.3 North America Predictive Maintenance Market by Country
  - 8.1.3.4 North America Security & Surveillance Market by Country
  - 8.1.3.5 North America Customer Service & Others Market by Country
- 8.1.4 North America Composite AI Market by Offering
  - 8.1.4.1 North America Hardware Market by Country
  - 8.1.4.2 North America Composite AI Market by Hardware Type
    - 8.1.4.2.1 North America Processors Market by Country
    - 8.1.4.2.2 North America Memory Units Market by Country
    - 8.1.4.2.3 North America Networks Market by Country
    - 8.1.4.2.4 North America Others Market by Country
  - 8.1.4.3 North America Software Market by Country
  - 8.1.4.4 North America Composite AI Market by Software Type
    - 8.1.4.4.1 North America AI Development Platforms & Tools Market by Country
    - 8.1.4.4.2 North America ML Framework Market by Country
    - 8.1.4.4.3 North America AI Middleware & Others Market by Country
  - 8.1.4.5 North America Services Market by Country
- 8.1.5 North America Composite AI Market by Country
  - 8.1.5.1 US Composite AI Market
    - 8.1.5.1.1 US Composite AI Market by Technique
    - 8.1.5.1.2 US Composite AI Market by Vertical
    - 8.1.5.1.3 US Composite AI Market by Application
    - 8.1.5.1.4 US Composite AI Market by Offering
  - 8.1.5.2 Canada Composite AI Market
    - 8.1.5.2.1 Canada Composite AI Market by Technique
    - 8.1.5.2.2 Canada Composite AI Market by Vertical
    - 8.1.5.2.3 Canada Composite AI Market by Application
    - 8.1.5.2.4 Canada Composite AI Market by Offering
  - 8.1.5.3 Mexico Composite AI Market
    - 8.1.5.3.1 Mexico Composite AI Market by Technique
    - 8.1.5.3.2 Mexico Composite AI Market by Vertical
    - 8.1.5.3.3 Mexico Composite AI Market by Application
    - 8.1.5.3.4 Mexico Composite AI Market by Offering
  - 8.1.5.4 Rest of North America Composite AI Market
    - 8.1.5.4.1 Rest of North America Composite AI Market by Technique
    - 8.1.5.4.2 Rest of North America Composite AI Market by Vertical
    - 8.1.5.4.3 Rest of North America Composite AI Market by Application
    - 8.1.5.4.4 Rest of North America Composite AI Market by Offering
8.2 Europe Composite AI Market
- 8.2.1 Europe Composite AI Market by Technique
  - 8.2.1.1 Europe Data Processing Market by Country
  - 8.2.1.2 Europe Data Mining & Machine Learning Market by Country
  - 8.2.1.3 Europe Conditioned Monitoring Market by Country
  - 8.2.1.4 Europe Pattern Recognition Market by Country
  - 8.2.1.5 Europe Proactive Mechanism & Others Market by Country
- 8.2.2 Europe Composite AI Market by Vertical
  - 8.2.2.1 Europe BFSI Market by Country
  - 8.2.2.2 Europe Telecommunications Market by Country
  - 8.2.2.3 Europe Retail & eCommerce Market by Country
  - 8.2.2.4 Europe Healthcare & Lifesciences Market by Country
  - 8.2.2.5 Europe Media & Entertainment Market by Country
  - 8.2.2.6 Europe Energy & Power Market by Country
  - 8.2.2.7 Europe Transportation & Logistics Market by Country
  - 8.2.2.8 Europe Government & Defense Market by Country
  - 8.2.2.9 Europe Manufacturing Market by Country
  - 8.2.2.10 Europe Others Market by Country
- 8.2.3 Europe Composite AI Market by Application
  - 8.2.3.1 Europe Product Design & Development Market by Country
  - 8.2.3.2 Europe Quality Control Market by Country
  - 8.2.3.3 Europe Predictive Maintenance Market by Country
  - 8.2.3.4 Europe Security & Surveillance Market by Country
  - 8.2.3.5 Europe Customer Service & Others Market by Country
- 8.2.4 Europe Composite AI Market by Offering
  - 8.2.4.1 Europe Hardware Market by Country
  - 8.2.4.2 Europe Composite AI Market by Hardware Type
    - 8.2.4.2.1 Europe Processors Market by Country
    - 8.2.4.2.2 Europe Memory Units Market by Country
    - 8.2.4.2.3 Europe Networks Market by Country
    - 8.2.4.2.4 Europe Others Market by Country
  - 8.2.4.3 Europe Software Market by Country
  - 8.2.4.4 Europe Composite AI Market by Software Type
    - 8.2.4.4.1 Europe AI Development Platforms & Tools Market by Country
    - 8.2.4.4.2 Europe ML Framework Market by Country
    - 8.2.4.4.3 Europe AI Middleware & Others Market by Country
  - 8.2.4.5 Europe Services Market by Country
- 8.2.5 Europe Composite AI Market by Country
  - 8.2.5.1 Germany Composite AI Market
    - 8.2.5.1.1 Germany Composite AI Market by Technique
    - 8.2.5.1.2 Germany Composite AI Market by Vertical
    - 8.2.5.1.3 Germany Composite AI Market by Application
    - 8.2.5.1.4 Germany Composite AI Market by Offering
  - 8.2.5.2 UK Composite AI Market
    - 8.2.5.2.1 UK Composite AI Market by Technique
    - 8.2.5.2.2 UK Composite AI Market by Vertical
    - 8.2.5.2.3 UK Composite AI Market by Application
    - 8.2.5.2.4 UK Composite AI Market by Offering
  - 8.2.5.3 France Composite AI Market
    - 8.2.5.3.1 France Composite AI Market by Technique
    - 8.2.5.3.2 France Composite AI Market by Vertical
    - 8.2.5.3.3 France Composite AI Market by Application
    - 8.2.5.3.4 France Composite AI Market by Offering
  - 8.2.5.4 Russia Composite AI Market
    - 8.2.5.4.1 Russia Composite AI Market by Technique
    - 8.2.5.4.2 Russia Composite AI Market by Vertical
    - 8.2.5.4.3 Russia Composite AI Market by Application
    - 8.2.5.4.4 Russia Composite AI Market by Offering
  - 8.2.5.5 Spain Composite AI Market
    - 8.2.5.5.1 Spain Composite AI Market by Technique
    - 8.2.5.5.2 Spain Composite AI Market by Vertical
    - 8.2.5.5.3 Spain Composite AI Market by Application
    - 8.2.5.5.4 Spain Composite AI Market by Offering
  - 8.2.5.6 Italy Composite AI Market
    - 8.2.5.6.1 Italy Composite AI Market by Technique
    - 8.2.5.6.2 Italy Composite AI Market by Vertical
    - 8.2.5.6.3 Italy Composite AI Market by Application
    - 8.2.5.6.4 Italy Composite AI Market by Offering
  - 8.2.5.7 Rest of Europe Composite AI Market
    - 8.2.5.7.1 Rest of Europe Composite AI Market by Technique
    - 8.2.5.7.2 Rest of Europe Composite AI Market by Vertical
    - 8.2.5.7.3 Rest of Europe Composite AI Market by Application
    - 8.2.5.7.4 Rest of Europe Composite AI Market by Offering
8.3 Asia Pacific Composite AI Market
- 8.3.1 Asia Pacific Composite AI Market by Technique
  - 8.3.1.1 Asia Pacific Data Processing Market by Country
  - 8.3.1.2 Asia Pacific Data Mining & Machine Learning Market by Country
  - 8.3.1.3 Asia Pacific Conditioned Monitoring Market by Country
  - 8.3.1.4 Asia Pacific Pattern Recognition Market by Country
  - 8.3.1.5 Asia Pacific Proactive Mechanism & Others Market by Country
- 8.3.2 Asia Pacific Composite AI Market by Vertical
  - 8.3.2.1 Asia Pacific BFSI Market by Country
  - 8.3.2.2 Asia Pacific Telecommunications Market by Country
  - 8.3.2.3 Asia Pacific Retail & eCommerce Market by Country
  - 8.3.2.4 Asia Pacific Healthcare & Lifesciences Market by Country
  - 8.3.2.5 Asia Pacific Media & Entertainment Market by Country
  - 8.3.2.6 Asia Pacific Energy & Power Market by Country
  - 8.3.2.7 Asia Pacific Transportation & Logistics Market by Country
  - 8.3.2.8 Asia Pacific Government & Defense Market by Country
  - 8.3.2.9 Asia Pacific Manufacturing Market by Country
  - 8.3.2.10 Asia Pacific Others Market by Country
- 8.3.3 Asia Pacific Composite AI Market by Application
  - 8.3.3.1 Asia Pacific Product Design & Development Market by Country
  - 8.3.3.2 Asia Pacific Quality Control Market by Country
  - 8.3.3.3 Asia Pacific Predictive Maintenance Market by Country
  - 8.3.3.4 Asia Pacific Security & Surveillance Market by Country
  - 8.3.3.5 Asia Pacific Customer Service & Others Market by Country
- 8.3.4 Asia Pacific Composite AI Market by Offering
  - 8.3.4.1 Asia Pacific Hardware Market by Country
  - 8.3.4.2 Asia Pacific Composite AI Market by Hardware Type
    - 8.3.4.2.1 Asia Pacific Processors Market by Country
    - 8.3.4.2.2 Asia Pacific Memory Units Market by Country
    - 8.3.4.2.3 Asia Pacific Networks Market by Country
    - 8.3.4.2.4 Asia Pacific Others Market by Country
  - 8.3.4.3 Asia Pacific Software Market by Country
  - 8.3.4.4 Asia Pacific Composite AI Market by Software Type
    - 8.3.4.4.1 Asia Pacific AI Development Platforms & Tools Market by Country
    - 8.3.4.4.2 Asia Pacific ML Framework Market by Country
    - 8.3.4.4.3 Asia Pacific AI Middleware & Others Market by Country
  - 8.3.4.5 Asia Pacific Services Market by Country
- 8.3.5 Asia Pacific Composite AI Market by Country
  - 8.3.5.1 China Composite AI Market
    - 8.3.5.1.1 China Composite AI Market by Technique
    - 8.3.5.1.2 China Composite AI Market by Vertical
    - 8.3.5.1.3 China Composite AI Market by Application
    - 8.3.5.1.4 China Composite AI Market by Offering
  - 8.3.5.2 Japan Composite AI Market
    - 8.3.5.2.1 Japan Composite AI Market by Technique
    - 8.3.5.2.2 Japan Composite AI Market by Vertical
    - 8.3.5.2.3 Japan Composite AI Market by Application
    - 8.3.5.2.4 Japan Composite AI Market by Offering
  - 8.3.5.3 India Composite AI Market
    - 8.3.5.3.1 India Composite AI Market by Technique
    - 8.3.5.3.2 India Composite AI Market by Vertical
    - 8.3.5.3.3 India Composite AI Market by Application
    - 8.3.5.3.4 India Composite AI Market by Offering
  - 8.3.5.4 South Korea Composite AI Market
    - 8.3.5.4.1 South Korea Composite AI Market by Technique
    - 8.3.5.4.2 South Korea Composite AI Market by Vertical
    - 8.3.5.4.3 South Korea Composite AI Market by Application
    - 8.3.5.4.4 South Korea Composite AI Market by Offering
  - 8.3.5.5 Singapore Composite AI Market
    - 8.3.5.5.1 Singapore Composite AI Market by Technique
    - 8.3.5.5.2 Singapore Composite AI Market by Vertical
    - 8.3.5.5.3 Singapore Composite AI Market by Application
    - 8.3.5.5.4 Singapore Composite AI Market by Offering
  - 8.3.5.6 Malaysia Composite AI Market
    - 8.3.5.6.1 Malaysia Composite AI Market by Technique
    - 8.3.5.6.2 Malaysia Composite AI Market by Vertical
    - 8.3.5.6.3 Malaysia Composite AI Market by Application
    - 8.3.5.6.4 Malaysia Composite AI Market by Offering
  - 8.3.5.7 Rest of Asia Pacific Composite AI Market
    - 8.3.5.7.1 Rest of Asia Pacific Composite AI Market by Technique
    - 8.3.5.7.2 Rest of Asia Pacific Composite AI Market by Vertical
    - 8.3.5.7.3 Rest of Asia Pacific Composite AI Market by Application
    - 8.3.5.7.4 Rest of Asia Pacific Composite AI Market by Offering
8.4 LAMEA Composite AI Market
- 8.4.1 LAMEA Composite AI Market by Technique
  - 8.4.1.1 LAMEA Data Processing Market by Country
  - 8.4.1.2 LAMEA Data Mining & Machine Learning Market by Country
  - 8.4.1.3 LAMEA Conditioned Monitoring Market by Country
  - 8.4.1.4 LAMEA Pattern Recognition Market by Country
  - 8.4.1.5 LAMEA Proactive Mechanism & Others Market by Country
- 8.4.2 LAMEA Composite AI Market by Vertical
  - 8.4.2.1 LAMEA BFSI Market by Country
  - 8.4.2.2 LAMEA Telecommunications Market by Country
  - 8.4.2.3 LAMEA Retail & eCommerce Market by Country
  - 8.4.2.4 LAMEA Healthcare & Lifesciences Market by Country
  - 8.4.2.5 LAMEA Media & Entertainment Market by Country
  - 8.4.2.6 LAMEA Energy & Power Market by Country
  - 8.4.2.7 LAMEA Transportation & Logistics Market by Country
  - 8.4.2.8 LAMEA Government & Defense Market by Country
  - 8.4.2.9 LAMEA Manufacturing Market by Country
  - 8.4.2.10 LAMEA Others Market by Country
- 8.4.3 LAMEA Composite AI Market by Application
  - 8.4.3.1 LAMEA Product Design & Development Market by Country
  - 8.4.3.2 LAMEA Quality Control Market by Country
  - 8.4.3.3 LAMEA Predictive Maintenance Market by Country
  - 8.4.3.4 LAMEA Security & Surveillance Market by Country
  - 8.4.3.5 LAMEA Customer Service & Others Market by Country
- 8.4.4 LAMEA Composite AI Market by Offering
  - 8.4.4.1 LAMEA Hardware Market by Country
  - 8.4.4.2 LAMEA Composite AI Market by Hardware Type
    - 8.4.4.2.1 LAMEA Processors Market by Country
    - 8.4.4.2.2 LAMEA Memory Units Market by Country
    - 8.4.4.2.3 LAMEA Networks Market by Country
    - 8.4.4.2.4 LAMEA Others Market by Country
  - 8.4.4.3 LAMEA Software Market by Country
  - 8.4.4.4 LAMEA Composite AI Market by Software Type
    - 8.4.4.4.1 LAMEA AI Development Platforms & Tools Market by Country
    - 8.4.4.4.2 LAMEA ML Framework Market by Country
    - 8.4.4.4.3 LAMEA AI Middleware & Others Market by Country
  - 8.4.4.5 LAMEA Services Market by Country
- 8.4.5 LAMEA Composite AI Market by Country
  - 8.4.5.1 Brazil Composite AI Market
    - 8.4.5.1.1 Brazil Composite AI Market by Technique
    - 8.4.5.1.2 Brazil Composite AI Market by Vertical
    - 8.4.5.1.3 Brazil Composite AI Market by Application
    - 8.4.5.1.4 Brazil Composite AI Market by Offering
  - 8.4.5.2 Argentina Composite AI Market
    - 8.4.5.2.1 Argentina Composite AI Market by Technique
    - 8.4.5.2.2 Argentina Composite AI Market by Vertical
    - 8.4.5.2.3 Argentina Composite AI Market by Application
    - 8.4.5.2.4 Argentina Composite AI Market by Offering
  - 8.4.5.3 UAE Composite AI Market
    - 8.4.5.3.1 UAE Composite AI Market by Technique
    - 8.4.5.3.2 UAE Composite AI Market by Vertical
    - 8.4.5.3.3 UAE Composite AI Market by Application
    - 8.4.5.3.4 UAE Composite AI Market by Offering
  - 8.4.5.4 Saudi Arabia Composite AI Market
    - 8.4.5.4.1 Saudi Arabia Composite AI Market by Technique
    - 8.4.5.4.2 Saudi Arabia Composite AI Market by Vertical
    - 8.4.5.4.3 Saudi Arabia Composite AI Market by Application
    - 8.4.5.4.4 Saudi Arabia Composite AI Market by Offering
  - 8.4.5.5 South Africa Composite AI Market
    - 8.4.5.5.1 South Africa Composite AI Market by Technique
    - 8.4.5.5.2 South Africa Composite AI Market by Vertical
    - 8.4.5.5.3 South Africa Composite AI Market by Application
    - 8.4.5.5.4 South Africa Composite AI Market by Offering
  - 8.4.5.6 Nigeria Composite AI Market
    - 8.4.5.6.1 Nigeria Composite AI Market by Technique
    - 8.4.5.6.2 Nigeria Composite AI Market by Vertical
    - 8.4.5.6.3 Nigeria Composite AI Market by Application
    - 8.4.5.6.4 Nigeria Composite AI Market by Offering
  - 8.4.5.7 Rest of LAMEA Composite AI Market
    - 8.4.5.7.1 Rest of LAMEA Composite AI Market by Technique
    - 8.4.5.7.2 Rest of LAMEA Composite AI Market by Vertical
    - 8.4.5.7.3 Rest of LAMEA Composite AI Market by Application
    - 8.4.5.7.4 Rest of LAMEA Composite AI Market by Offering

Chapter 9. Company Profiles

9.1 IBM Corporation
- 9.1.1 Company Overview
- 9.1.2 Financial Analysis
- 9.1.3 Regional & Segmental Analysis
- 9.1.4 Research & Development Expenses
- 9.1.5 Recent strategies and developments:
  - 9.1.5.1 Partnerships, Collaborations, and Agreements:
  - 9.1.5.2 Product Launches and Product Expansions:
- 9.1.6 SWOT Analysis
9.2 SAS Institute, Inc.
- 9.2.1 Company Overview
- 9.2.2 Recent strategies and developments:
  - 9.2.2.1 Partnerships, Collaborations, and Agreements:
9.3 Google LLC (Alphabet Inc.)
- 9.3.1 Company Overview
- 9.3.2 Financial Analysis
- 9.3.3 Segmental and Regional Analysis
- 9.3.4 Research & Development Expense
- 9.3.5 Recent strategies and developments:
  - 9.3.5.1 Partnerships, Collaborations, and Agreements:
  - 9.3.5.2 Product Launches and Product Expansions:
- 9.3.6 SWOT Analysis
9.4 Intel Corporation
- 9.4.1 Company Overview
- 9.4.2 Financial Analysis
- 9.4.3 Segmental and Regional Analysis
- 9.4.4 Research & Development Expenses
- 9.4.5 Recent strategies and developments:
  - 9.4.5.1 Product Launches and Product Expansions:
- 9.4.6 SWOT Analysis
9.5 Salesforce, Inc.
- 9.5.1 Company Overview
- 9.5.2 Financial Analysis
- 9.5.3 Regional Analysis
- 9.5.4 Research & Development Expense
- 9.5.5 Recent strategies and developments:
  - 9.5.5.1 Partnerships, Collaborations, and Agreements:
  - 9.5.5.2 Product Launches and Product Expansions:
- 9.5.6 SWOT Analysis
9.6 Microsoft Corporation
- 9.6.1 Company Overview
- 9.6.2 Financial Analysis
- 9.6.3 Segmental and Regional Analysis
- 9.6.4 Research & Development Expenses
- 9.6.5 Recent strategies and developments:
  - 9.6.5.1 Partnerships, Collaborations, and Agreements:
- 9.6.6 SWOT Analysis
9.7 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 9.7.1 Company Overview
- 9.7.2 Financial Analysis
- 9.7.3 Segmental Analysis
- 9.7.4 Recent strategies and developments:
  - 9.7.4.1 Partnerships, Collaborations, and Agreements:
  - 9.7.4.2 Product Launches and Product Expansions:
- 9.7.5 SWOT Analysis
9.8 SAP SE
- 9.8.1 Company Overview
- 9.8.2 Financial Analysis
- 9.8.3 Segmental and Regional Analysis
- 9.8.4 Research & Development Expense
- 9.8.5 Recent strategies and developments:
  - 9.8.5.1 Partnerships, Collaborations, and Agreements:
  - 9.8.5.2 Product Launches and Product Expansions:
- 9.8.6 SWOT Analysis
9.9 NVIDIA Corporation
- 9.9.1 Company Overview
- 9.9.2 Financial Analysis
- 9.9.3 Segmental and Regional Analysis
- 9.9.4 Research & Development Expenses
- 9.9.5 Recent strategies and developments:
  - 9.9.5.1 Partnerships, Collaborations, and Agreements:
  - 9.9.5.2 Product Launches and Product Expansions:
- 9.9.6 SWOT Analysis
9.10. Squirro AG
- 9.10.1 Company Overview
- 9.10.2 Recent strategies and developments:
  - 9.10.2.1 Partnerships, Collaborations, and Agreements:

複合AIの世界市場規模、シェア、業界動向分析レポート：技術別、業界別、用途別、提供別、地域別展望と予測、2023年～2030年

Global Composite AI Market Size, Share & Industry Trends Analysis Report By Technique, By Vertical, By Application, By Offering, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章市場範囲と調査手法

第2章市場概要

第3章競合分析- 世界

第4章世界の複合AI市場：技術別

第5章世界の複合AI市場：業界別

第6章世界の複合AI市場：用途別

第7章世界の複合AI市場：提供別

第8章世界の複合AI市場：地域別

第9章企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global Composite AI Market by Technique

Chapter 5. Global Composite AI Market by Vertical

Chapter 6. Global Composite AI Market by Application

Chapter 7. Global Composite AI Market by Offering

Chapter 8. Global Composite AI Market by Region

Chapter 9. Company Profiles

複合AIの世界市場規模、シェア、業界動向分析レポート：技術別、業界別、用途別、提供別、地域別展望と予測、2023年～2030年

Global Composite AI Market Size, Share & Industry Trends Analysis Report By Technique, By Vertical, By Application, By Offering, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章 市場範囲と調査手法

第2章 市場概要

第3章 競合分析- 世界

第4章 世界の複合AI市場：技術別

第5章 世界の複合AI市場：業界別

第6章 世界の複合AI市場：用途別

第7章 世界の複合AI市場：提供別

第8章 世界の複合AI市場：地域別

第9章 企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global Composite AI Market by Technique

Chapter 5. Global Composite AI Market by Vertical

Chapter 6. Global Composite AI Market by Application

Chapter 7. Global Composite AI Market by Offering

Chapter 8. Global Composite AI Market by Region

Chapter 9. Company Profiles

第1章市場範囲と調査手法

第2章市場概要

第3章競合分析- 世界

第4章世界の複合AI市場：技術別

第5章世界の複合AI市場：業界別

第6章世界の複合AI市場：用途別

第7章世界の複合AI市場：提供別

第8章世界の複合AI市場：地域別

第9章企業プロファイル