AIエンジニアリングの世界市場の規模：ソリューション別、技術別、エンドユーザー別、展開別、地域の見通し、成長可能性、価格動向、競合の市場シェア、予測（2023年～2032年）

AIエンジニアリング市場は、さまざまな最終用途産業におけるスマートデバイスの急速な採用により、2032年まで相当な成長を示すと予測されています。

また、政府のITインフラ改善に対する重視と、AI統合ソリューションに向けた厳格な研究開発イニシアチブが、予測期間中の市場成長を促進する可能性があります。

当レポートでは、世界のAIエンジニアリング市場について調査分析し、業界の考察、セグメント分析、地域分析、企業プロファイルなどを提供しています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 AIエンジニアリング業界の考察

• イントロダクション
• COVID-19発生の影響
  • 地域別
  • COVID前のレベルの成長を取り戻すための主要企業の戦略
• ロシア・ウクライナ戦争の影響の分析
• AIエンジニアリング業界のエコシステム分析
  • ハードウェア開発者
  • ソフトウェアプロバイダー
  • クラウドプラットフォーム・サービスプロバイダー
  • インテグレーター
  • サービスプロバイダー
  • 流通チャネル
  • エンドユーザー
  • ステークホルダーの利益率分析
  • ベンダーマトリックス
• 技術とイノベーションの情勢
  • クラウドコンピューティング
  • 自律移動
• 特許分析
• 投資ポートフォリオ
• 業界のニュース
  • 北米
  • 欧州
  • アジア太平洋
  • ラテンアメリカ
  • 中東・アフリカ
• 規制情勢
  • 国際規格
  • 北米
  • 欧州
  • アジア太平洋
  • ラテンアメリカ
  • 中東・アフリカ
• 業界の影響要因
  • 成長促進要因
  • 業界の潜在的リスク・課題
• 成長可能性分析
• ポーターのファイブフォース分析
• PESTEL分析

第4章 競合情勢（2022年）

• イントロダクション
• 企業の市場シェア（収益）（2022年）
  • 主な自動車用データケーブルプロバイダーの競合分析（2022年）
  • 市場イノベーターの競合分析（2022年）
  • ベンダー採用マトリックス
  • 戦略的見通しマトリックス

第5章 AIエンジニアリング市場：ソリューション別

• 主な動向：ソリューション別
• ハードウェア
  • 市場の推計と予測（2018年～2032年）
  • CPU
  • GPU
  • FPGA
  • ASIC
• ソフトウェア
• サービス

第6章 AIエンジニアリング市場：技術別

• 主な動向：技術別
• ディープラーニング
• 機械学習
  • 市場の推計と予測（2018年～2032年）
  • 教師あり学習
  • 教師なし学習
  • 強化学習
• 自然言語処理（NLP）
  • 市場の推計と予測（2018年～2032年）
  • 音声認識
  • 光学式文字認識（OCR）
  • セマンティック検索
  • センチメント分析
• コンピュータビジョン

第7章 AIエンジニアリング市場：最終用途別

• 主な動向：最終用途別
• 小売
• BFSI
• IT・通信
• 政府・公共部門
• 製造
• 医療
• 教育・研究
• その他

第8章 AIエンジニアリング市場：展開別

• 主な動向：展開別
• オンクラウド
• オンプレミス

第9章 AIエンジニアリング市場：地域別

• 主な動向：地域別
• 北米
  • 市場の推計と予測（2018年～2032年）
  • 市場の推計と予測：ソリューション別（2018年～2032年）
  • 市場の推計と予測：技術別（2018年～2032年）
  • 市場の推計と予測：最終用途別（2018年～2032年）
  • 市場の推計と予測：展開別（2018年～2032年）
  • 米国
  • カナダ
• 欧州
  • 市場の推計と予測（2018年～2032年）
  • 市場の推計と予測：ソリューション別（2018年～2032年）
  • 市場の推計と予測：技術別（2018年～2032年）
  • 市場の推計と予測：最終用途別（2018年～2032年）
  • 市場の推計と予測：展開別（2018年～2032年）
  • 英国
  • ドイツ
  • フランス
  • スペイン
  • イタリア
  • スペイン
• アジア太平洋
  • 市場の推計と予測（2018年～2032年）
  • 市場の推計と予測：ソリューション別（2018年～2032年）
  • 市場の推計と予測：技術別（2018年～2032年）
  • 市場の推計と予測：最終用途別（2018年～2032年）
  • 市場の推計と予測：展開別（2018年～2032年）
  • 中国
  • 日本
  • 韓国
  • インド
  • オーストラリア
  • 東南アジア
• ラテンアメリカ
  • 市場の推計と予測（2018年～2032年）
  • 市場の推計と予測：ソリューション別（2018年～2032年）
  • 市場の推計と予測：技術別（2018年～2032年）
  • 市場の推計と予測：最終用途別（2018年～2032年）
  • 市場の推計と予測：展開別（2018年～2032年）
  • ブラジル
  • メキシコ
  • アルゼンチン
• 中東・アフリカ
  • 市場の推計と予測（2018年～2032年）
  • 市場の推計と予測：ソリューション別（2018年～2032年）
  • 市場の推計と予測：技術別（2018年～2032年）
  • 市場の推計と予測：最終用途別（2018年～2032年）
  • 市場の推計と予測：展開別（2018年～2032年）
  • アラブ首長国連邦
  • サウジアラビア
  • 南アフリカ

第10章 企業プロファイル

• Alphabet Inc.
• Baidu Inc.
• Cisco Systems, Inc.
• Dolbey Systems
• IBM Corp.
• Intel Corp.
• Lexalytics
• Meta Platforms Inc.
• Microsoft Corp.
• Netbase Solutions
• Nvidia Corp.
• Oracle Corp.
• People.ai
• Salesforce.com Inc.
• SAP SE
• Siemens AG
• Verint Systems

Data Tables

• TABLE 1 Product mapping, by company
• TABLE 2 AI Engineering revenue, by company, 2022(USD Million)
• TABLE 3 Secondary sources, by region
• TABLE 4 Industry glossary
• TABLE 5 AI engineering market, 2018 - 2022, (USD Million)
• TABLE 6 AI engineering market, 2023 - 2032, (USD Million)
• TABLE 7 AI engineering total addressable market, 2023 - 2032, (USD Million)
• TABLE 8 AI engineering market, by region, 2018 - 2022 (USD Million)
• TABLE 9 AI engineering market, by region, 2023 - 2032 (USD Million)
• TABLE 10 AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 11 AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 12 AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 13 AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 14 AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 15 AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 16 AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 17 AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 18 AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 19 AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 20 AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 21 AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 22 AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 23 AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 24 Industry impact forces
• TABLE 25 Hardware market, 2018 - 2022 (USD Million)
• TABLE 26 Hardware market, 2023 - 2032 (USD Million)
• TABLE 27 CPU market, 2018 - 2022 (USD Million)
• TABLE 28 CPU market, 2023 - 2032 (USD Million)
• TABLE 29 GPU market, 2018 - 2022 (USD Million)
• TABLE 30 GPU market, 2023 - 2032 (USD Million)
• TABLE 31 FPGA market, 2018 - 2022 (USD Million)
• TABLE 32 FPGA market, 2023 - 2032 (USD Million)
• TABLE 33 ASIC market, 2018 - 2022 (USD Million)
• TABLE 34 ASIC market, 2023 - 2032 (USD Million)
• TABLE 35 Software market, 2018 - 2022 (USD Million)
• TABLE 36 Software market, 2023 - 2032 (USD Million)
• TABLE 37 Services market, 2018 - 2022 (USD Million)
• TABLE 38 Services market, 2023 - 2032 (USD Million)
• TABLE 39 Deep Learning market, 2018 - 2022 (USD Million)
• TABLE 40 Deep Learning market, 2023 - 2032 (USD Million)
• TABLE 41 Machine Learning market, 2018 - 2022 (USD Million)
• TABLE 42 Machine Learning market, 2023 - 2032 (USD Million)
• TABLE 43 Supervised Learning market, 2018 - 2022 (USD Million)
• TABLE 44 Supervised Learning market, 2023 - 2032 (USD Million)
• TABLE 45 Unsupervised Learning market, 2018 - 2022 (USD Million)
• TABLE 46 Unsupervised Learning market, 2023 - 2032 (USD Million)
• TABLE 47 Reinforcement Learning market, 2018 - 2022 (USD Million)
• TABLE 48 Reinforcement Learning market, 2023 - 2032 (USD Million)
• TABLE 49 Natural Language Processing (NLP) market, 2018 - 2022 (USD Million)
• TABLE 50 Natural Language Processing (NLP) market, 2023 - 2032 (USD Million)
• TABLE 51 Speech Recognition market, 2018 - 2022 (USD Million)
• TABLE 52 Speech Recognition market, 2023 - 2032 (USD Million)
• TABLE 53 Optical Character Recognition (OCR) market, 2018 - 2022 (USD Million)
• TABLE 54 Optical Character Recognition (OCR) market, 2023 - 2032 (USD Million)
• TABLE 55 Semantic Search market, 2018 - 2022 (USD Million)
• TABLE 56 Semantic Search market, 2023 - 2032 (USD Million)
• TABLE 57 Sentiment Analysis market, 2018 - 2022 (USD Million)
• TABLE 58 Sentiment Analysis market, 2023 - 2032 (USD Million)
• TABLE 59 Computer Vision market, 2018 - 2022 (USD Million)
• TABLE 60 Computer Vision market, 2023 - 2032 (USD Million)
• TABLE 61 Retail market, 2018 - 2022 (USD Million)
• TABLE 62 Retail market, 2023 - 2032 (USD Million)
• TABLE 63 BFSI market, 2018 - 2022 (USD Million)
• TABLE 64 BFSI market, 2023 - 2032 (USD Million)
• TABLE 65 IT and Telecommunication market, 2018 - 2022 (USD Million)
• TABLE 66 IT and Telecommunication market, 2023 - 2032 (USD Million)
• TABLE 67 Government and Public Sector market, 2018 - 2022 (USD Million)
• TABLE 68 Government and Public Sector market, 2023 - 2032 (USD Million)
• TABLE 69 Manufacturing market, 2018 - 2022 (USD Million)
• TABLE 70 Manufacturing market, 2023 - 2032 (USD Million)
• TABLE 71 Healthcare market, 2018 - 2022 (USD Million)
• TABLE 72 Healthcare market, 2023 - 2032 (USD Million)
• TABLE 73 Education and Research market, 2018 - 2022 (USD Million)
• TABLE 74 Education and Research market, 2023 - 2032 (USD Million)
• TABLE 75 Others market, 2018 - 2022 (USD Million)
• TABLE 76 Others market, 2023 - 2032 (USD Million)
• TABLE 77 North America AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 78 North America AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 79 North America AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 80 North America AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 81 North America AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 82 North America AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 83 North America AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 84 North America AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 85 North America AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 86 North America AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 87 North America AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 88 North America AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 89 North America AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 90 North America AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 91 U.S. AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 92 U.S. AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 93 U.S. AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 94 U.S. AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 95 U.S. AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 96 U.S. AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 97 U.S. AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 98 U.S. AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 99 U.S. AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 100 U.S. AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 101 U.S. AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 102 U.S. AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 103 U.S. AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 104 U.S. AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 105 Canada AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 106 Canada AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 107 Canada AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 108 Canada AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 109 Canada AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 110 Canada AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 111 Canada AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 112 Canada AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 113 Canada AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 114 Canada AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 115 Canada AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 116 Canada AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 117 Canada AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 118 Canada AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 119 Europe AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 120 Europe AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 121 Europe AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 122 Europe AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 123 Europe AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 124 Europe AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 125 Europe AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 126 Europe AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 127 Europe AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 128 Europe AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 129 Europe AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 130 Europe AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 131 Europe AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 132 Europe AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 133 UK AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 134 UK AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 135 UK AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 136 UK AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 137 UK AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 138 UK AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 139 UK AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 140 UK AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 141 UK AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 142 UK AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 143 UK AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 144 UK AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 145 UK AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 146 UK AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 147 Germany AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 148 Germany AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 149 Germany AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 150 Germany AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 151 Germany AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 152 Germany AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 153 Germany AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 154 Germany AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 155 Germany AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 156 Germany AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 157 Germany AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 158 Germany AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 159 Germany AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 160 Germany AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 161 France AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 162 France AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 163 France AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 164 France AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 165 France AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 166 France AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 167 France AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 168 France AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 169 France AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 170 France AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 171 France AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 172 France AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 173 France AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 174 France AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 175 Italy AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 176 Italy AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 177 Italy AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 178 Italy AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 179 Italy AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 180 Italy AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 181 Italy AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 182 Italy AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 183 Italy AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 184 Italy AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 185 Italy AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 186 Italy AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 187 Italy AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 188 Italy AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 189 Spain AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 190 Spain AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 191 Spain AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 192 Spain AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 193 Spain AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 194 Spain AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 195 Spain AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 196 Spain AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 197 Spain AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 198 Spain AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 199 Spain AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 200 Spain AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 201 Spain AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 202 Spain AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 203 Asia Pacific AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 204 Asia Pacific AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 205 Asia Pacific AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 206 Asia Pacific AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 207 Asia Pacific AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 208 Asia Pacific AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 209 Asia Pacific AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 210 Asia Pacific AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 211 Asia Pacific AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 212 Asia Pacific AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 213 Asia Pacific AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 214 Asia Pacific AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 215 Asia Pacific AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 216 Asia Pacific AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 217 China AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 218 China AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 219 China AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 220 China AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 221 China AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 222 China AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 223 China AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 224 China AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 225 China AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 226 China AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 227 China AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 228 China AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 229 China AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 230 China AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 231 Japan AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 232 Japan AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 233 Japan AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 234 Japan AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 235 Japan AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 236 Japan AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 237 Japan AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 238 Japan AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 239 Japan AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 240 Japan AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 241 Japan AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 242 Japan AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 243 Japan AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 244 Japan AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 245 South Korea AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 246 South Korea AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 247 South Korea AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 248 South Korea AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 249 South Korea AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 250 South Korea AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 251 South Korea AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 252 South Korea AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 253 South Korea AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 254 South Korea AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 255 South Korea AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 256 South Korea AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 257 South Korea AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 258 South Korea AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 259 India AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 260 India AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 261 India AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 262 India AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 263 India AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 264 India AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 265 India AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 266 India AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 267 India AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 268 India AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 269 India AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 270 India AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 271 India AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 272 India AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 273 Australia AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 274 Australia AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 275 Australia AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 276 Australia AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 277 Australia AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 278 Australia AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 279 Australia AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 280 Australia AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 281 Australia AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 282 Australia AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 283 Australia AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 284 Australia AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 285 Australia AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 286 Australia AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 287 Southeast Asia AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 288 Southeast Asia AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 289 Southeast Asia AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 290 Southeast Asia AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 291 Southeast Asia AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 292 Southeast Asia AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 293 Southeast Asia AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 294 Southeast Asia AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 295 Southeast Asia AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 296 Southeast Asia AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 297 Southeast Asia AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 298 Southeast Asia AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 299 Southeast Asia AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 300 Southeast Asia AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 301 Latin America AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 302 Latin America AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 303 Latin America AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 304 Latin America AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 305 Latin America AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 306 Latin America AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 307 Latin America AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 308 Latin America AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 309 Latin America AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 310 Latin America AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 311 Latin America AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 312 Latin America AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 313 Latin America AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 314 Latin America AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 315 Brazil AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 316 Brazil AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 317 Brazil AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 318 Brazil AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 319 Brazil AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 320 Brazil AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 321 Brazil AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 322 Brazil AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 323 Brazil AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 324 Brazil AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 325 Brazil AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 326 Brazil AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 327 Brazil AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 328 Brazil AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 329 Mexico AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 330 Mexico AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 331 Mexico AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 332 Mexico AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 333 Mexico AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 334 Mexico AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 335 Mexico AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 336 Mexico AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 337 Mexico AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 338 Mexico AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 339 Mexico AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 340 Mexico AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 341 Mexico AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 342 Mexico AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 343 Argentina AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 344 Argentina AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 345 Argentina AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 346 Argentina AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 347 Argentina AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 348 Argentina AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 349 Argentina AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 350 Argentina AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 351 Argentina AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 352 Argentina AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 353 Argentina AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 354 Argentina AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 355 Argentina AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 356 Argentina AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 357 MEA AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 358 MEA AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 359 MEA AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 360 MEA AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 361 MEA AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 362 MEA AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 363 MEA AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 364 MEA AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 365 MEA AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 366 MEA AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 367 MEA AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 368 MEA AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 369 MEA AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 370 MEA AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 371 UAE AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 372 UAE AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 373 UAE AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 374 UAE AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 375 UAE AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 376 UAE AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 377 UAE AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 378 UAE AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 379 UAE AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 380 UAE AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 381 UAE AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 382 UAE AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 383 UAE AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 384 UAE AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 385 Saudi Arabia AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 386 Saudi Arabia AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 387 Saudi Arabia AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 388 Saudi Arabia AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 389 Saudi Arabia AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 390 Saudi Arabia AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 391 Saudi Arabia AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 392 Saudi Arabia AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 393 Saudi Arabia AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 394 Saudi Arabia AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 395 Saudi Arabia AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 396 Saudi Arabia AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 397 Saudi Arabia AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 398 Saudi Arabia AI engineering market, by deployment, 2023 - 2032 (USD Million)
• TABLE 399 South Africa AI engineering market, by solution, 2018 - 2022 (USD Million)
• TABLE 400 South Africa AI engineering market, by solution, 2023 - 2032 (USD Million)
• TABLE 401 South Africa AI engineering market, by hardware, 2018 - 2022 (USD Million)
• TABLE 402 South Africa AI engineering market, by hardware, 2023 - 2032 (USD Million)
• TABLE 403 South Africa AI engineering market, by technology, 2018 - 2022 (USD Million)
• TABLE 404 South Africa AI engineering market, by technology, 2023 - 2032 (USD Million)
• TABLE 405 South Africa AI engineering market, by machine learning, 2018 - 2022 (USD Million)
• TABLE 406 South Africa AI engineering market, by machine learning, 2023 - 2032 (USD Million)
• TABLE 407 South Africa AI engineering market, by natural language processing, 2018 - 2022 (USD Million)
• TABLE 408 South Africa AI engineering market, by natural language processing, 2023 - 2032 (USD Million)
• TABLE 409 South Africa AI engineering market, by end-use, 2018 - 2022 (USD Million)
• TABLE 410 South Africa AI engineering market, by end-use, 2023 - 2032 (USD Million)
• TABLE 411 South Africa AI engineering market, by deployment, 2018 - 2022 (USD Million)
• TABLE 412 South Africa AI engineering market, by deployment, 2023 - 2032 (USD Million)

Charts & Figures

• FIG 1 Industry segmentation
• FIG 2 GMI's extensive coverage in the global AI engineering market
• FIG 3 Profile break-up of primary respondents
• FIG 4 AI engineering industry 360 degree synopsis, 2018 - 2032
• FIG 5 Industry ecosystem analysis
• FIG 6 Stakeholder profit margin analysis
• FIG 7 Growth potential analysis
• FIG 8 Porter's analysis
• FIG 9 PESTEL analysis
• FIG 10 Company market share, by revenue, 2022
• FIG 11 Competitive analysis of major players, 2022
• FIG 12 Competitive analysis of market innovators, 2022
• FIG 13 Vendor adoption matrix
• FIG 14 Strategy outlook matrix
• FIG 15 AI engineering industry revenue share, by solution, 2022 & 2032
• FIG 16 AI engineering industry revenue share, by hardware, 2022 & 2032
• FIG 17 AI engineering industry revenue share, by technology, 2022 & 2032
• FIG 18 AI engineering industry revenue share, by machine learning, 2022 & 2032
• FIG 19 AI engineering industry revenue share, by natural language processing, 2022 & 2032
• FIG 20 AI engineering industry revenue share, by end-use, 2022 & 2032
• FIG 21 AI engineering industry revenue share, by deployment, 2022 & 2032
• FIG 22 AI engineering industry revenue share, by region, 2022 & 2032
• FIG 23 SWOT Analysis, Alphabet Inc.
• FIG 24 SWOT Analysis, Baidu Inc.
• FIG 25 SWOT Analysis, Cisco Systems, Inc.
• FIG 26 SWOT Analysis, Dolbey Systems
• FIG 27 SWOT Analysis, IBM Corp.
• FIG 28 SWOT Analysis, Intel Corp.
• FIG 29 SWOT Analysis, Lexalytics
• FIG 30 SWOT Analysis, Meta Platforms Inc.
• FIG 31 SWOT Analysis, Microsoft Corp.
• FIG 32 SWOT Analysis, Netbase Solutions
• FIG 33 SWOT Analysis, Nvidia Corp.
• FIG 34 SWOT Analysis, Oracle Corp.
• FIG 35 SWOT Analysis, People.ai
• FIG 36 SWOT Analysis, Salesforce.com Inc.
• FIG 37 SWOT Analysis, SAP SE
• FIG 38 SWOT Analysis, Siemens AG
• FIG 39 SWOT Analysis, Verint Systems

Artificial Intelligence (AI) Engineering Market is slated to depict considerable growth through 2032 owing to surging adoption of smart devices in varied end-use industries. In addition, government emphasis on improving IT infrastructure, along with rigorous R&D initiatives towards AI integrated solutions, is likely to propel market growth over the forecast period.

The COVID-19 pandemic had a positive impact on the market dynamics as the penetration of smart devices such as smart home technologies increased drastically. Mounting integration of AI voice control features into smart home units, such as Alexa, Siri, and Google Assistant is aiding product penetration.

Moreover, the major players in the industry have been focusing on eliminating loopholes in AI technology and adopting collaborative partnership deals to strengthen their market position. For instance, in June 2021, Salesforce.com Inc., a software firm, announced an expansive partnership with Amazon Web Services (AWS) to develop and launch new intelligent applications.

The artificial intelligence engineering market has been bifurcated based on solutions, technology, end-use, deployment, and region.

Based on solutions, the artificial intelligence (AI) engineering industry has been segregated into hardware, software, and services. The services segment is expected to depict considerable demand through 2032 due to a positive outlook toward AI services among corporate companies to minimize operation costs and avoid regular maintenance.

With respect to technology, the AI engineering market has been classified into deep learning, machine learning, natural language processing (NLP), and computer vision. The computer vision segment held over 10% market share in 2022 on account of continuous efforts by market players to capitalize on the emerging automation trend. In September 2022, AWS collaborated with SK Telecom to develop computer vision AI services that aid customers in building and using computer vision applications.

Based on end-use, the artificial intelligence engineering market has been classified into retail, BFSI, IT and telecommunication, manufacturing, government and public sector, healthcare, education and research, and others. The BFSI sector captured more than 24% market share in 2022 and is set to showcase remarkable progress between 2023 and 2032. The segment growth is attributed to increasing customer interest in customized digital experiences, which is encouraging BFSI companies to invest in AI-based solutions.

In the regional context, the Latin America AI engineering market is primed to expand at over 33% CAGR over 2023-2032. The booming spread of automation and digitization in public and private sectors is augmenting LATAM market growth. For instance, in May 2022, the Brazilian government used AI to seek investments in science and technology projects.

On the other hand, the Middle East & Africa industry is poised to witness growth at more than 34% CAGR from 2023 to 2032 backed by growing investment in R&D programs, coupled with government support for the AI industry. Citing an instance, in March 2022, OurCrowd, an Israel-based venture firm, opened an AI-based R&D centre in Abu Dhabi.

Table of Contents

Chapter 1 Methodology & Scope

• 1.1 Scope & definitions
• 1.2 Methodology and forecast parameters
• 1.3 COVID-19 impact
  • 1.3.1 North America
  • 1.3.2 Europe
  • 1.3.3 Asia Pacific
  • 1.3.4 Latin America
  • 1.3.5 Middle East & Africa
• 1.4 Impact of Russia Ukraine crisis
• 1.5 Data Sources
  • 1.5.1 Secondary
  • 1.5.2 Primary
• 1.6 Glossary

Chapter 2 Executive Summary

• 2.1 AI engineering industry 360 degree synopsis, 2018 - 2032
• 2.2 Business trends
  • 2.2.1 Total addressable market (TAM) trends, 2023 - 2032
• 2.3 Regional trends
• 2.4 Cable type trends
• 2.5 Vehicle type trends
• 2.6 Technology trends

Chapter 3 AI Engineering Industry Insights

• 3.1 Introduction
• 3.2 Impact of COVID-19 outbreak
  • 3.2.1 By region
    • 3.2.1.1 North America
    • 3.2.1.2 Europe
    • 3.2.1.3 Asia Pacific
    • 3.2.1.4 Latin America
    • 3.2.1.5 Middle East & Africa
  • 3.2.2 Strategies by major players to regain pre-COVID level growth
• 3.3 Impact analysis of Russia-Ukraine war
• 3.4 AI engineering industry ecosystem analysis
  • 3.4.1 Hardware developers
  • 3.4.2 Software providers
  • 3.4.3 Cloud platform and service providers
  • 3.4.4 Integrators
  • 3.4.5 Service providers
  • 3.4.6 Distribution channel
  • 3.4.7 End-users
  • 3.4.8 Stakeholder profit margin analysis
  • 3.4.9 Vendor matrix
• 3.5 Technology & innovation landscape
  • 3.5.1 Cloud Computing
  • 3.5.2 Autonomous mobility
• 3.6 Patent analysis
• 3.7 Investment portfolio
• 3.8 Industry news
  • 3.8.1 North America
  • 3.8.2 Europe
  • 3.8.3 Asia Pacific
  • 3.8.4 Latin America
  • 3.8.5 Middle East & Africa
• 3.9 Regulatory landscape
  • 3.9.1 International Standards
  • 3.9.2 North America
  • 3.9.3 Europe
  • 3.9.4 Asia Pacific
  • 3.9.5 Latin America
  • 3.9.6 MEA
• 3.10 Industry impact forces
  • 3.10.1 Growth drivers
    • 3.10.1.1 Rising adoption of cloud-based applications
    • 3.10.1.2 Government support for strengthening IT infrastructure
    • 3.10.1.3 Increasing use of robotics in industries
    • 3.10.1.4 New solutions launched by market players
    • 3.10.1.5 Increasing adoption of smart devices
  • 3.10.2 Industry pitfalls & challenges
    • 3.10.2.1 Increase in cyber attacks
    • 3.10.2.2 Shortage of skilled professionals
• 3.11 Growth potential analysis
• 3.12 Porter's analysis
  • 3.12.1 Bargaining power of suppliers
  • 3.12.2 Bargaining power of buyers
  • 3.12.3 The threat of new entrants
  • 3.12.4 The threat of substitute
  • 3.12.5 Competitive rivalry
• 3.13 PESTEL analysis
  • 3.13.1 Political
  • 3.13.2 Economic
  • 3.13.3 Social
  • 3.13.4 Technological
  • 3.13.5 Legal
  • 3.13.6 Environmental

Chapter 4 Competitive Landscape, 2022

• 4.1 Introduction
• 4.2 Company market share, by revenue, 2022
  • 4.2.1 Competitive analysis of major automotive data cables providers, 2022
    • 4.2.1.1 Alphabet Inc.
    • 4.2.1.2 Cisco Systems Inc.
    • 4.2.1.3 IBM Corp.
    • 4.2.1.4 Microsoft Corp.
    • 4.2.1.5 Nvidia Corp.
    • 4.2.1.6 Siemens AG
  • 4.2.2 Competitive analysis of market innovators, 2022
    • 4.2.2.1 Intel Corp.
    • 4.2.2.2 Meta Platforms Inc.
    • 4.2.2.3 Oracle Corp.
    • 4.2.2.4 Salesforce.com Inc.
    • 4.2.2.5 SAP SE
  • 4.2.3 Vendor adoption matrix
  • 4.2.4 Strategic outlook matrix

Chapter 5 AI Engineering Market, By Solution

• 5.1 Key trends, by solution
• 5.2 Hardware
  • 5.2.1 Market estimates and forecast, 2018 - 2032
  • 5.2.2 CPU
    • 5.2.2.1 Market estimates and forecast, 2018 - 2032
  • 5.2.3 GPU
    • 5.2.3.1 Market estimates and forecast, 2018 - 2032
  • 5.2.4 FPGA
    • 5.2.4.1 Market estimates and forecast, 2018 - 2032
  • 5.2.5 ASIC
    • 5.2.5.1 Market estimates and forecast, 2018 - 2032
• 5.3 Software
  • 5.3.1 Market estimates and forecast, 2018 - 2032
• 5.4 Services
  • 5.4.1 Market estimates and forecast, 2018 - 2032

Chapter 6 AI Engineering Market, By Technology

• 6.1 Key trends, by technology
• 6.2 Deep Learning
  • 6.2.1 Market estimates and forecast, 2018 - 2032
• 6.3 Machine Learning
  • 6.3.1 Market estimates and forecast, 2018 - 2032
  • 6.3.2 Supervised Learning
    • 6.3.2.1 Market estimates and forecast, 2018 - 2032
  • 6.3.3 Unsupervised Learning
    • 6.3.3.1 Market estimates and forecast, 2018 - 2032
  • 6.3.4 Reinforcement Learning
    • 6.3.4.1 Market estimates and forecast, 2018 - 2032
• 6.4 Natural Language Processing (NLP)
  • 6.4.1 Market estimates and forecast, 2018 - 2032
  • 6.4.2 Speech Recognition
    • 6.4.2.1 Market estimates and forecast, 2018 - 2032
  • 6.4.3 Optical Character Recognition (OCR)
    • 6.4.3.1 Market estimates and forecast, 2018 - 2032
  • 6.4.4 Semantic Search
    • 6.4.4.1 Market estimates and forecast, 2018 - 2032
  • 6.4.5 Sentiment Analysis
    • 6.4.5.1 Market estimates and forecast, 2018 - 2032
• 6.5 Computer Vision
  • 6.5.1 Market estimates and forecast, 2018 - 2032

Chapter 7 AI Engineering Market, By End-use

• 7.1 Key trends, by end-use
• 7.2 Retail
  • 7.2.1 Market estimates and forecast, 2018 - 2032
• 7.3 BFSI
  • 7.3.1 Market estimates and forecast, 2018 - 2032
• 7.4 IT and Telecommunication
  • 7.4.1 Market estimates and forecast, 2018 - 2032
• 7.5 Government and Public Sector
  • 7.5.1 Market estimates and forecast, 2018 - 2032
• 7.6 Manufacturing
  • 7.6.1 Market estimates and forecast, 2018 - 2032
• 7.7 Healthcare
  • 7.7.1 Market estimates and forecast, 2018 - 2032
• 7.8 Education and Research
  • 7.8.1 Market estimates and forecast, 2018 - 2032
• 7.9 Others
  • 7.9.1 Market estimates and forecast, 2018 - 2032

Chapter 8 AI Engineering Market, By Deployment

• 8.1 Key trends, by deployment
• 8.2 On-cloud
  • 8.2.1 Market estimates and forecast, 2018 - 2032
• 8.3 On-premise
  • 8.3.1 Market estimates and forecast, 2018 - 2032

Chapter 9 AI Engineering Market, By Region

• 9.1 Key trends, by region
• 9.2 North America
  • 9.2.1 Market estimates and forecast, 2018 - 2032
  • 9.2.2 Market estimates and forecast, by solution, 2018 - 2032
    • 9.2.2.1 Market estimates and forecast, by hardware, 2018 - 2032
  • 9.2.3 Market estimates and forecast, by technology, 2018 - 2032
    • 9.2.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
    • 9.2.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
  • 9.2.4 Market estimates and forecast, by end-use, 2018 - 2032
  • 9.2.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.2.6 U.S.
    • 9.2.6.1 Market estimates and forecast, 2018 - 2032
    • 9.2.6.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.2.6.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.2.6.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.2.6.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.2.6.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.2.6.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.2.6.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.2.7 Canada
    • 9.2.7.1 Market estimates and forecast, 2018 - 2032
    • 9.2.7.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.2.7.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.2.7.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.2.7.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.2.7.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.2.7.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.2.7.5 Market estimates and forecast, by deployment, 2018 - 2032
• 9.3 Europe
  • 9.3.1 Market estimates and forecast, 2018 - 2032
  • 9.3.2 Market estimates and forecast, by solution, 2018 - 2032
    • 9.3.2.1 Market estimates and forecast, by hardware, 2018 - 2032
  • 9.3.3 Market estimates and forecast, by technology, 2018 - 2032
    • 9.3.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
    • 9.3.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
  • 9.3.4 Market estimates and forecast, by end-use, 2018 - 2032
  • 9.3.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.3.6 UK
    • 9.3.6.1 Market estimates and forecast, 2018 - 2032
    • 9.3.6.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.3.6.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.3.6.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.3.6.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.3.6.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.3.6.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.3.6.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.3.7 Germany
    • 9.3.7.1 Market estimates and forecast, 2018 - 2032
    • 9.3.7.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.3.7.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.3.7.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.3.7.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.3.7.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.3.7.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.3.7.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.3.8 France
    • 9.3.8.1 Market estimates and forecast, 2018 - 2032
    • 9.3.8.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.3.8.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.3.8.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.3.8.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.3.8.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.3.8.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.3.8.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.3.9 Spain
    • 9.3.9.1 Market estimates and forecast, 2018 - 2032
    • 9.3.9.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.3.9.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.3.9.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.3.9.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.3.9.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.3.9.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.3.9.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.3.10 Italy
    • 9.3.10.1 Market estimates and forecast, 2018 - 2032
    • 9.3.10.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.3.10.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.3.10.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.3.10.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.3.10.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.3.10.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.3.10.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.3.11 Spain
    • 9.3.11.1 Market estimates and forecast, 2018 - 2032
    • 9.3.11.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.3.11.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.3.11.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.3.11.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.3.11.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.3.11.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.3.11.5 Market estimates and forecast, by deployment, 2018 - 2032
• 9.4 Asia Pacific
  • 9.4.1 Market estimates and forecast, 2018 - 2032
  • 9.4.2 Market estimates and forecast, by solution, 2018 - 2032
    • 9.4.2.1 Market estimates and forecast, by hardware, 2018 - 2032
  • 9.4.3 Market estimates and forecast, by technology, 2018 - 2032
    • 9.4.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
    • 9.4.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
  • 9.4.4 Market estimates and forecast, by end-use, 2018 - 2032
  • 9.4.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.4.6 China
    • 9.4.6.1 Market estimates and forecast, 2018 - 2032
    • 9.4.6.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.4.6.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.4.6.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.4.6.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.4.6.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.4.6.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.4.6.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.4.7 Japan
    • 9.4.7.1 Market estimates and forecast, 2018 - 2032
    • 9.4.7.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.4.7.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.4.7.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.4.7.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.4.7.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.4.7.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.4.7.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.4.8 South Korea
    • 9.4.8.1 Market estimates and forecast, 2018 - 2032
    • 9.4.8.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.4.8.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.4.8.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.4.8.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.4.8.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.4.8.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.4.8.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.4.9 India
    • 9.4.9.1 Market estimates and forecast, 2018 - 2032
    • 9.4.9.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.4.9.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.4.9.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.4.9.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.4.9.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.4.9.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.4.9.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.4.10 Australia
    • 9.4.10.1 Market estimates and forecast, 2018 - 2032
    • 9.4.10.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.4.10.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.4.10.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.4.10.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.4.10.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.4.10.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.4.10.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.4.11 Southeast Asia
    • 9.4.11.1 Market estimates and forecast, 2018 - 2032
    • 9.4.11.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.4.11.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.4.11.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.4.11.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.4.11.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.4.11.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.4.11.5 Market estimates and forecast, by deployment, 2018 - 2032
• 9.5 Latin America
  • 9.5.1 Market estimates and forecast, 2018 - 2032
  • 9.5.2 Market estimates and forecast, by solution, 2018 - 2032
    • 9.5.2.1 Market estimates and forecast, by hardware, 2018 - 2032
  • 9.5.3 Market estimates and forecast, by technology, 2018 - 2032
    • 9.5.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
    • 9.5.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
  • 9.5.4 Market estimates and forecast, by end-use, 2018 - 2032
  • 9.5.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.5.6 Brazil
    • 9.5.6.1 Market estimates and forecast, 2018 - 2032
    • 9.5.6.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.5.6.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.5.6.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.5.6.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.5.6.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.5.6.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.5.6.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.5.7 Mexico
    • 9.5.7.1 Market estimates and forecast, 2018 - 2032
    • 9.5.7.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.5.7.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.5.7.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.5.7.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.5.7.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.5.7.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.5.7.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.5.8 Argentina
    • 9.5.8.1 Market estimates and forecast, 2018 - 2032
    • 9.5.8.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.5.8.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.5.8.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.5.8.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.5.8.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.5.8.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.5.8.5 Market estimates and forecast, by deployment, 2018 - 2032
• 9.6 MEA
  • 9.6.1 Market estimates and forecast, 2018 - 2032
  • 9.6.2 Market estimates and forecast, by solution, 2018 - 2032
    • 9.6.2.1 Market estimates and forecast, by hardware, 2018 - 2032
  • 9.6.3 Market estimates and forecast, by technology, 2018 - 2032
    • 9.6.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
    • 9.6.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
  • 9.6.4 Market estimates and forecast, by end-use, 2018 - 2032
  • 9.6.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.6.6 UAE
    • 9.6.6.1 Market estimates and forecast, 2018 - 2032
    • 9.6.6.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.6.6.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.6.6.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.6.6.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.6.6.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.6.6.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.6.6.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.6.7 Saudi Arabia
    • 9.6.7.1 Market estimates and forecast, 2018 - 2032
    • 9.6.7.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.6.7.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.6.7.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.6.7.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.6.7.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.6.7.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.6.7.5 Market estimates and forecast, by deployment, 2018 - 2032
  • 9.6.8 South Africa
    • 9.6.8.1 Market estimates and forecast, 2018 - 2032
    • 9.6.8.2 Market estimates and forecast, by solution, 2018 - 2032
      • 9.6.8.2.1 Market estimates and forecast, by hardware, 2018 - 2032
    • 9.6.8.3 Market estimates and forecast, by technology, 2018 - 2032
      • 9.6.8.3.1 Market estimates and forecast, by machine learning, 2018 - 2032
      • 9.6.8.3.2 Market estimates and forecast, by natural language processing, 2018 - 2032
    • 9.6.8.4 Market estimates and forecast, by end-use, 2018 - 2032
    • 9.6.8.5 Market estimates and forecast, by deployment, 2018 - 2032

Chapter 10 Company Profiles

• 10.1 Alphabet Inc.
  • 10.1.1 Business Overview
  • 10.1.2 Financial Data
  • 10.1.3 Product Landscape
  • 10.1.4 Strategic Outlook
  • 10.1.5 SWOT Analysis
• 10.2 Baidu Inc.
  • 10.2.1 Business Overview
  • 10.2.2 Financial Data
  • 10.2.3 Product Landscape
  • 10.2.4 Strategic Outlook
  • 10.2.5 SWOT Analysis
• 10.3 Cisco Systems, Inc.
  • 10.3.1 Business Overview
  • 10.3.2 Financial Data
  • 10.3.3 Product Landscape
  • 10.3.4 Strategic Outlook
  • 10.3.5 SWOT Analysis
• 10.4 Dolbey Systems
  • 10.4.1 Business Overview
  • 10.4.2 Financial Data
  • 10.4.3 Product Landscape
  • 10.4.4 Strategic Outlook
  • 10.4.5 SWOT Analysis
• 10.5 IBM Corp.
  • 10.5.1 Business Overview
  • 10.5.2 Financial Data
  • 10.5.3 Product Landscape
  • 10.5.4 Strategic Outlook
  • 10.5.5 SWOT Analysis
• 10.6 Intel Corp.
  • 10.6.1 Business Overview
  • 10.6.2 Financial Data
  • 10.6.3 Product Landscape
  • 10.6.4 Strategic Outlook
  • 10.6.5 SWOT Analysis
• 10.7 Lexalytics
  • 10.7.1 Business Overview
  • 10.7.2 Financial Data
  • 10.7.3 Product Landscape
  • 10.7.4 Strategic Outlook
  • 10.7.5 SWOT Analysis
• 10.8 Meta Platforms Inc.
  • 10.8.1 Business Overview
  • 10.8.2 Financial Data
  • 10.8.3 Product Landscape
  • 10.8.4 Strategic Outlook
  • 10.8.5 SWOT Analysis
• 10.9 Microsoft Corp.
  • 10.9.1 Business Overview
  • 10.9.2 Financial Data
  • 10.9.3 Product Landscape
  • 10.9.4 Strategic Outlook
  • 10.9.5 SWOT Analysis
• 10.10 Netbase Solutions
  • 10.10.1 Business Overview
  • 10.10.2 Financial Data
  • 10.10.3 Product Landscape
  • 10.10.4 Strategic Outlook
  • 10.10.5 SWOT Analysis
• 10.11 Nvidia Corp.
  • 10.11.1 Business Overview
  • 10.11.2 Financial Data
  • 10.11.3 Product Landscape
  • 10.11.4 Strategic Outlook
  • 10.11.5 SWOT Analysis
• 10.12 Oracle Corp.
  • 10.12.1 Business Overview
  • 10.12.2 Financial Data
  • 10.12.3 Product Landscape
  • 10.12.4 Strategic Outlook
  • 10.12.5 SWOT Analysis
• 10.13 People.ai
  • 10.13.1 Business Overview
  • 10.13.2 Financial Data
  • 10.13.3 Product Landscape
  • 10.13.4 Strategic Outlook
  • 10.13.5 SWOT Analysis
• 10.14 Salesforce.com Inc.
  • 10.14.1 Business Overview
  • 10.14.2 Financial Data
  • 10.14.3 Product Landscape
  • 10.14.4 Strategic Outlook
  • 10.14.5 SWOT Analysis
• 10.15 SAP SE
  • 10.15.1 Business Overview
  • 10.15.2 Financial Data
  • 10.15.3 Product Landscape
  • 10.15.4 Strategic Outlook
  • 10.15.5 SWOT Analysis
• 10.16 Siemens AG
  • 10.16.1 Business Overview
  • 10.16.2 Financial Data
  • 10.16.3 Product Landscape
  • 10.16.4 Strategic Outlook
  • 10.16.5 SWOT Analysis
• 10.17 Verint Systems
  • 10.17.1 Business Overview
  • 10.17.2 Financial Data
  • 10.17.3 Product Landscape
  • 10.17.4 Strategic Outlook
  • 10.17.5 SWOT Analysis