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人工知能（AI）の世界市場予測（～2030）：オファリング別、技術別、ビジネス機能別、産業別、地域別

◆英語タイトル：Artificial Intelligence (AI) Market by Offering (Hardware, Software), Technology (ML (Deep Learning (LLM, Transformers (GPT 1, 2, 3, 4)), NLP, Computer Vision), Business Function, Vertical, and Region - Global Forecast to 2030
	◆商品コード：TC7894-23 ◆発行会社（リサーチ会社）：MarketsandMarkets ◆発行日：2023年6月30日 ◆ページ数：604 ◆レポート形式：英語 / PDF ◆納品方法：Eメール（受注後24時間以内） ◆調査対象地域：IT/電子 ◆産業分野：通信＆IT

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❖ レポートの概要 ❖

"人工知能（AI）市場規模は2023年の1,502億米ドルから2030年には1兆3,452億米ドルに成長、予測期間中の年間平均成長率（CAGR）は36.8%" 企業は人工知能（AI）の力を活用し、業務プロセスを合理化し、ビジネスデータを効率的に集約します。人工知能（AI）は広範なデータを活用してユーザーの検索行動のパターンを認識し、特定の状況に基づいてより適切な情報を提供します。AI技術の継続的な進歩とデバイスの使用率の増加により、ユーザーはますますパーソナライズされたカスタマイズ可能なエクスペリエンスを期待することができます。

"技術別では機械学習が予測期間中に最大の市場規模を記録"
技術に基づいて、人工知能（AI）市場は機械学習、NLP、コンテキスト認識、およびコンピュータビジョンにセグメント化されます。機械学習は人工知能（AI）技術の進歩において重要な役割を果たします。統計モデルとアルゴリズムを活用して、コンピュータがデータから自動的に学習し、複雑なパターンを識別し、データ駆動型の予測や意思決定を行えるようにします。機械学習はまた、AIシステムが利用可能なデータに基づいてパフォーマンスを適応、改善、最適化できるようにし、インテリジェントで自律的な動作に導きます。その結果、予測期間中、機械学習技術が最大の市場規模を維持すると予測されています。

"予測期間中に最も高いCAGRを占めるサプライチェーン管理セグメント"
ビジネス機能に基づき、人工知能（AI）市場は財務、セキュリティ、人事、マーケティング・営業、オペレーション、サプライチェーン管理、法律に区分されます。人工知能（AI）技術は、高度な機械学習アルゴリズムと予測分析を活用することで、サプライチェーン管理に革命をもたらします。サプライチェーン管理に人工知能を応用することで、企業はデータ主導の意思決定、ルーチンタスクの自動化、リソース配分の最適化を行うことができ、最終的にはコスト削減、生産性の向上、今日の複雑なビジネス環境における競争優位性を高めることができます。予測期間中、サプライチェーンマネジメントは最も高いCAGRで成長すると予測されています。

"予測期間中、北米が最大の市場規模を占める"
人工知能（AI）市場で最大のシェアを占めるのは北米と推定されます。北米における人工知能（AI）の導入は、さまざまな産業で大きな成長を遂げています。企業は、機械学習、自然言語処理（NLP）、コンピュータビジョンなどのAI技術を活用して、業務の強化、顧客体験の向上、イノベーションの推進を図っています。同地域の強固なAIエコシステム、確立されたインフラ、豊富な熟練人材は、AI導入における同地域のリーダーシップに貢献し、目覚ましい技術進歩と大幅な経済成長を促進しています。

プライマリーの内訳
最高経営責任者（CEO）、イノベーション・技術責任者、システムインテグレーター、人工知能（AI）市場で事業を展開するさまざまな主要組織の幹部に対して詳細なインタビューを実施しています。

企業別：ティアI：35％、ティアII：45％、ティアIII：20％
役職別： Cレベルエグゼクティブ： 35%, D-レベルエグゼクティブ: 25%, その他： 40%
地域別：北米：40％、アジア太平洋：30％、欧州：20％、中東・アフリカ：5％、中南米：5％

本レポートには、人工知能（AI）を提供する主要企業の調査も含まれています。人工知能（AI）市場の主要ベンダーのプロファイルを掲載しています。人工知能（AI）市場の主要企業には、 Google (US), Microsoft (US), IBM (US), Oracle (US), AWS (US), Intel (US), Salesforce (US), SAP (Germany), Cisco (US), Meta (US), HPE (US), Siemens (Germany), Huawei (China), NVIDIA (US), Baidu (China), SAS Institute (US), OpenAI (US), H2O.ai (US), iFLYTEK (China), Alibaba Cloud (China), General Vision (US), Darktrace (UK), Blackberry Limited (Canada), DiDi Global (China), Face++ (China), Inbenta (US), Anju Software (US), Butterfly Network (US), Atomwise (US), AIBrain (US), SK Hynix (South Korea), Progress (US), PrecisionHawk (US), AgEagle Aerial System (US), Neurala (US), Twitter (US), Aurea Software (US), Persado (US), 8x8 (US), Appier (Taiwan), GumGum (US), IPRO (US), Graphcore (UK), Preferred Networks (Japan), Applied Brain Research (Canada), Pilot AI (US), Iris Automation (US), Gamaya (Switzerland), ec2ce (Spain), Descartes Labs (US), Mythic (US), Ada (Canada), Mostly AI (Austria), Sentient.io (Singapore), Lumen5 (Canada), AI Superior (Germany), Fosfor (India), Intrinsic (US), Jasper (US), Soundful (US), Writesonic (US), One AI (Israel).などがあります。

調査範囲
この調査レポートは、各セグメントにわたる人工知能（AI）市場を対象としています。この調査レポートは、提供、技術、ビジネス機能、業種、地域など、さまざまなセグメントにわたる人工知能（AI）市場の市場規模と成長の可能性を推定することを目的としています。本レポートには、市場における主要企業の詳細な競合分析、企業プロフィール、製品や事業の提供に関する主な見解、最近の動向、主要な市場戦略などを掲載しています。

レポート購入の主な利点
本レポートは、人工知能（AI）市場全体とそのサブセグメントにおける収益数の最も近い近似値に関する情報を、本市場の市場リーダー/新規参入者に提供します。本レポートは、利害関係者が競争状況を理解し、自社のビジネスを位置付け、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立ちます。また、利害関係者が市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。

本レポートは、以下のポイントに関する洞察を提供します。
-人工知能（AI）市場の成長に影響を与える主要促進要因（自律型人工知能の採用拡大、人工知能（AI）技術の進歩と革新の高まり、ディープラーニングの進展とデータベースAIの成長）、阻害要因（熟練したAI専門家の不足、データの可用性と品質に関する問題）、機会（様々なソースからのデジタルデータの急増、企業や政府によるAI研究開発への投資の増加）、課題（データのプライバシーとセキュリティに関する懸念、不正確で偏った生成出力に関する懸念）の分析
-製品開発/イノベーション：人工知能（AI）市場における今後の技術、研究開発活動、新製品・新サービスの発売に関する詳細な洞察
-市場開発：有利な市場に関する包括的な情報、さまざまな地域のAI市場を分析
-市場の多様化：新製品とサービス、未開拓の地域、最近の開発、AI市場戦略への投資に関する網羅的な情報と、関係者がAI市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供
- 競合評価： AI市場における Google (US), Microsoft (US), IBM (US), Oracle (US), AWS (US), Intel (US), Salesforce (US), and SAP (Germany)などの主要企業の市場シェア、成長戦略、サービス内容を詳細に評価

1 はじめに
2 調査方法
3 エグゼクティブサマリー
4 プレミアムインサイト
5 市場概要・業界動向
6 人工知能（AI）市場：オファリング別
7 人工知能（AI）市場：技術別
8 人工知能（AI）市場：ビジネス機能別
9 人工知能（AI）市場：業種別
10 人工知能（AI）市場：地域別
11 競争環境
12 企業プロファイル
13 隣接市場と関連市場
14 付録

❖ レポートの目次 ❖

9.6 HEALTHCARE & LIFESCIENCES 264
9.6.1 BURGEONING NEED TO ENHANCE HEALTHCARE OUTCOMES 264
TABLE 143 HEALTHCARE & LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 265
TABLE 144 HEALTHCARE & LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 265
9.6.2 HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 265
TABLE 145 HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 266
TABLE 146 HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 266
9.6.3 PATIENT DATA & RISK ANALYSIS 267
9.6.4 LIFESTYLE MANAGEMENT & MONITORING AND WEARABLES 267
9.6.5 PRECISION MEDICINE 267
9.6.6 INPATIENT CARE & HOSPITAL MANAGEMENT 267
9.6.7 MEDICAL IMAGING & DIAGNOSTICS 268
9.6.8 DRUG DISCOVERY 268
9.6.9 ROBOTICS SURGERY & ASSISTANCE 268
9.6.10 MEDICAL RESEARCH 269
9.6.11 OTHER HEALTHCARE & LIFE SCIENCE APPLICATIONS 269

9.7 TELECOM 269
9.7.1 OPTIMIZED NETWORK PERFORMANCE AND PREVENTING NETWORK OUTAGES 269
TABLE 147 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 270
TABLE 148 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 270
9.7.2 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 270
TABLE 149 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 271
TABLE 150 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 271
9.7.3 NETWORK OPTIMIZATION 272
9.7.4 NETWORK SECURITY 272
9.7.5 CUSTOMER SERVICE & SUPPORT 272
9.7.6 NETWORK ANALYTICS 272
9.7.7 INTELLIGENT CALL ROUTING 273
9.7.8 NETWORK FAULT PREDICTION 273
9.7.9 VIRTUAL NETWORK ASSISTANT 273
9.7.10 VOICE & SPEECH RECOGNITION 273
9.7.11 OTHER TELECOM APPLICATIONS 274
9.8 ENERGY & UTILITIES 274
9.8.1 EFFICIENT ENERGY UTILIZATION AND COST SAVINGS 274
TABLE 151 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 274
TABLE 152 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 275
9.8.2 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 275
TABLE 153 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 275
TABLE 154 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 276
9.8.3 ENERGY DEMAND FORECASTING 276
9.8.4 GRID OPTIMIZATION & MANAGEMENT 276
9.8.5 ENERGY CONSUMPTION ANALYTICS 277
9.8.6 SMART METERING & ENERGY DATA MANAGEMENT 277
9.8.7 ENERGY STORAGE OPTIMIZATION 277
9.8.8 REAL-TIME ENERGY MONITORING & CONTROL 277
9.8.9 POWER QUALITY MONITORING & MANAGEMENT 278
9.8.10 ENERGY TRADING & MARKETING FORECASTING 278
9.8.11 INTELLIGENT ENERGY MANAGEMENT SYSTEMS 278
9.8.12 OTHER ENERGY & UTILITY APPLICATIONS 278

9.9 MANUFACTURING 279
9.9.1 ADOPTION OF INTELLIGENT SYSTEMS TO AUTOMATE AND OPTIMIZE OPERATIONS 279
TABLE 155 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 279
TABLE 156 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 279
9.9.2 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 280
TABLE 157 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 280
TABLE 158 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 280
9.9.3 MATERIAL MOVEMENT MANAGEMENT 281
9.9.4 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION 281
9.9.5 PRODUCTION PLANNING 281
9.9.6 QUALITY CONTROL 281
9.9.7 PRODUCTION LINE OPTIMIZATION 282
9.9.8 INTELLIGENT INVENTORY MANAGEMENT 282
9.9.9 AUTONOMOUS ROBOTICS 282
9.9.10 OTHERS MANUFACTURING APPLICATIONS 282
9.10 AGRICULTURE 283
9.10.1 INCREASE IN POTENTIAL TO MITIGATE ENVIRONMENTAL IMPACT 283
TABLE 159 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 283
TABLE 160 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 284
9.10.2 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 284
TABLE 161 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 284
TABLE 162 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 285
9.10.3 CROP MONITORING & YIELD PREDICTION 285
9.10.4 PRECISION FARMING 286
9.10.5 SOIL ANALYSIS & NUTRIENT MANAGEMENT 286
9.10.6 PEST & DISEASE DETECTION 286
9.10.7 IRRIGATION OPTIMIZATION & WATER MANAGEMENT 287
9.10.8 AUTOMATED HARVESTING & SORTING 287
9.10.9 WEED DETECTION & MANAGEMENT 287
9.10.10 WEATHER & CLIMATE MONITORING 287
9.10.11 LIVESTOCK MONITORING & HEALTH MANAGEMENT 288
9.10.12 OTHER AGRICULTURAL APPLICATIONS 288

9.11 IT/ITES 288
9.11.1 RISE IN OPPORTUNITIES TO ENHANCE CUSTOMER EXPERIENCES AND DRIVE COMPETITIVE ADVANTAGE 288
TABLE 163 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 289
TABLE 164 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 289
9.11.2 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 289
TABLE 165 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 290
TABLE 166 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 290
9.11.3 AUTOMATED CODE GENERATION & OPTIMIZATION 291
9.11.4 AUTOMATED IT ASSET MANAGEMENT 291
9.11.5 IT TICKETING & SUPPORT AUTOMATION 291
9.11.6 INTELLIGENT DATA BACKUP & RECOVERY 291
9.11.7 IT SERVICE MANAGEMENT AUTOMATION 292
9.11.8 AUTOMATED SOFTWARE TESTING & QUALITY ASSURANCE 292
9.11.9 OTHER IT/ITES APPLICATIONS 292
9.12 MEDIA & ENTERTAINMENT 293
9.12.1 RISE IN NEED TO UNDERSTAND AND CATER TO INDIVIDUAL PREFERENCES AND BEHAVIORS 293
TABLE 167 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 293
TABLE 168 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 294
9.12.2 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 294
TABLE 169 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 294
TABLE 170 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 295
9.12.3 CONTENT RECOMMENDATION SYSTEMS 295
9.12.4 CONTENT CREATION & GENERATION 295
9.12.5 CONTENT COPYRIGHT PROTECTION 296
9.12.6 AUDIENCE ANALYTICS AND SEGMENTATION 296
9.12.7 PERSONALIZED ADVERTISING 296
9.12.8 OTHER MEDIA & ENTERTAINMENT APPLICATIONS 296
9.13 OTHER VERTICALS 297
TABLE 171 OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 298
TABLE 172 OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 298

10 ARTIFICIAL INTELLIGENCE MARKET, BY REGION 299
10.1 INTRODUCTION 300
FIGURE 51 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 300
FIGURE 52 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 301
TABLE 173 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION) 301
TABLE 174 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION) 301
10.2 NORTH AMERICA 302
10.2.1 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS 302
10.2.2 NORTH AMERICA: RECESSION IMPACT 302
FIGURE 53 NORTH AMERICA: MARKET SNAPSHOT 303
TABLE 175 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 303
TABLE 176 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023–2030 (USD MILLION) 304
TABLE 177 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 304
TABLE 178 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023–2030 (USD MILLION) 304
TABLE 179 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017–2022 (USD MILLION) 305
TABLE 180 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023–2030 (USD MILLION) 305
TABLE 181 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 305
TABLE 182 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023–2030 (USD MILLION) 306
TABLE 183 NORTH AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 306
TABLE 184 NORTH AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023–2030 (USD MILLION) 306
TABLE 185 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017–2022 (USD MILLION) 306
TABLE 186 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023–2030 (USD MILLION) 307
TABLE 187 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 307
TABLE 188 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023–2030 (USD MILLION) 307
TABLE 189 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 308
TABLE 190 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 308
TABLE 191 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 308
TABLE 192 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 309
TABLE 193 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017–2022 (USD MILLION) 309
TABLE 194 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023–2030 (USD MILLION) 309
TABLE 195 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION) 310
TABLE 196 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 310
TABLE 197 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 311
TABLE 198 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 311
TABLE 199 NORTH AMERICA: BFSI VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 312
TABLE 200 NORTH AMERICA: BFSI VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 312
TABLE 201 NORTH AMERICA: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 313
TABLE 202 NORTH AMERICA: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 313
TABLE 203 NORTH AMERICA: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 314
TABLE 204 NORTH AMERICA: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 314
TABLE 205 NORTH AMERICA: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 315
TABLE 206 NORTH AMERICA: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 315
TABLE 207 NORTH AMERICA: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 316
TABLE 208 NORTH AMERICA: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 316
TABLE 209 NORTH AMERICA: TELECOM VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 317
TABLE 210 NORTH AMERICA: TELECOM VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 317
TABLE 211 NORTH AMERICA: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 318
TABLE 212 NORTH AMERICA: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 318
TABLE 213 NORTH AMERICA: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 319
TABLE 214 NORTH AMERICA: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 319
TABLE 215 NORTH AMERICA: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 320
TABLE 216 NORTH AMERICA: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 320
TABLE 217 NORTH AMERICA: IT/ITES VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 321
TABLE 218 NORTH AMERICA: IT/ITES VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 321
TABLE 219 NORTH AMERICA: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 322
TABLE 220 NORTH AMERICA: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 322
TABLE 221 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 322
TABLE 222 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2023–2030 (USD MILLION) 323
10.2.3 US 323
10.2.3.1 Growth initiatives by government and businesses 323
TABLE 223 US: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 324
TABLE 224 US: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 324
TABLE 225 US: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 324
TABLE 226 US: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 325
TABLE 227 US: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 325
TABLE 228 US: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 326
10.2.4 CANADA 326
10.2.4.1 Rise in adoption of technologies for research and innovation 326
TABLE 229 CANADA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 327
TABLE 230 CANADA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 328
10.3 EUROPE 328
10.3.1 EUROPE: ARTIFICIAL INTELLIGENCE MARKET DRIVERS 329
10.3.2 EUROPE: RECESSION IMPACT 329
TABLE 231 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 330
TABLE 232 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023–2030 (USD MILLION) 330
TABLE 233 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 330
TABLE 234 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023–2030 (USD MILLION) 330
TABLE 235 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017–2022 (USD MILLION) 331
TABLE 236 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023–2030 (USD MILLION) 331
TABLE 237 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 331
TABLE 238 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023–2030 (USD MILLION) 332
TABLE 239 EUROPE: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 332
TABLE 240 EUROPE: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023–2030 (USD MILLION) 332
TABLE 241 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017–2022 (USD MILLION) 332
TABLE 242 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023–2030 (USD MILLION) 333
TABLE 243 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 333
TABLE 244 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023–2030 (USD MILLION) 333
TABLE 245 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 334
TABLE 246 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 334
TABLE 247 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 334
TABLE 248 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 335
TABLE 249 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017–2022 (USD MILLION) 335
TABLE 250 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023–2030 (USD MILLION) 335
TABLE 251 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION) 336
TABLE 252 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 336
TABLE 253 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 337
TABLE 254 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 337
TABLE 255 EUROPE: BFSI VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 338
TABLE 256 EUROPE: BFSI VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 338
TABLE 257 EUROPE: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 339
TABLE 258 EUROPE: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 339
TABLE 259 EUROPE: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 340
TABLE 260 EUROPE: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 340
TABLE 261 EUROPE: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 341
TABLE 262 EUROPE: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 341
TABLE 263 EUROPE: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 342
TABLE 264 EUROPE: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 342
TABLE 265 EUROPE: TELECOM VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 343
TABLE 266 EUROPE: TELECOM VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 343
TABLE 267 EUROPE: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 344
TABLE 268 EUROPE: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 344
TABLE 269 EUROPE: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 345
TABLE 270 EUROPE: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 345
TABLE 271 EUROPE: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 346
TABLE 272 EUROPE: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 346
TABLE 273 EUROPE: IT/ITES VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 347
TABLE 274 EUROPE: IT/ITES VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 347
TABLE 275 EUROPE: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 348
TABLE 276 EUROPE: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 348
TABLE 277 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2017–2022 (USD MILLION) 349
TABLE 278 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2023–2030 (USD MILLION) 349
10.3.3 UK 349
10.3.3.1 Continuous investments and initiatives by government 349
TABLE 279 UK: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 350
TABLE 280 UK: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 350
TABLE 281 UK: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 351
TABLE 282 UK: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 351
TABLE 283 UK: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 352
TABLE 284 UK: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 352
10.3.4 GERMANY 353
10.3.4.1 Increase in need to prioritize artificial intelligence governance aligning with regulatory frameworks 353
TABLE 285 GERMANY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 354
TABLE 286 GERMANY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 354
10.3.5 FRANCE 355
10.3.5.1 Demand for improved efficiency and decision-making 355
TABLE 287 FRANCE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 355
TABLE 288 FRANCE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 356
10.3.6 ITALY 356
10.3.6.1 Adoption of sophisticated technologies with thriving startup ecosystem 356
TABLE 289 ITALY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 357
TABLE 290 ITALY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 357
10.3.7 SPAIN 358
10.3.7.1 Initiatives by government to promote widespread adoption of artificial intelligence 358
TABLE 291 SPAIN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 358
TABLE 292 SPAIN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 359
10.3.8 NORDIC 359
10.3.8.1 Venture capital investments with growing interest in development of artificial intelligence 359
10.3.9 BALKANS 360
10.3.9.1 Collaboration among industry, academia, and government to adopt front-line technologies 360
10.3.10 REST OF EUROPE 360
10.4 ASIA PACIFIC 361
10.4.1 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET DRIVERS 361
10.4.2 ASIA PACIFIC: IMPACT OF RECESSION 361
FIGURE 54 ASIA PACIFIC: MARKET SNAPSHOT 362
TABLE 293 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 363
TABLE 294 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023–2030 (USD MILLION) 363
TABLE 295 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 363
TABLE 296 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023–2030 (USD MILLION) 364
TABLE 297 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017–2022 (USD MILLION) 364
TABLE 298 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023–2030 (USD MILLION) 364
TABLE 299 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 365
TABLE 300 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023–2030 (USD MILLION) 365
TABLE 301 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 365
TABLE 302 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023–2030 (USD MILLION) 366
TABLE 303 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017–2022 (USD MILLION) 366
TABLE 304 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023–2030 (USD MILLION) 366
TABLE 305 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 366
TABLE 306 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023–2030 (USD MILLION) 367
TABLE 307 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 367
TABLE 308 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 367
TABLE 309 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 368
TABLE 310 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 368
TABLE 311 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017–2022 (USD MILLION) 368
TABLE 312 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023–2030 (USD MILLION) 369
TABLE 313 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION) 369
TABLE 314 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 369
TABLE 315 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 370
TABLE 316 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 370
TABLE 317 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2017–2022 (USD MILLION) 371
TABLE 318 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2023–2030 (USD MILLION) 371
10.4.3 CHINA 371
10.4.3.1 Government initiatives and regulations in favor of AI development 371
TABLE 319 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 372
TABLE 320 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 372
TABLE 321 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 373
TABLE 322 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 373
TABLE 323 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 373
TABLE 324 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 374
10.4.4 JAPAN 374
10.4.4.1 Government initiatives and industry collaborations 374
TABLE 325 JAPAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 375
TABLE 326 JAPAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 375
10.4.5 SOUTH KOREA 376
10.4.5.1 Government investments in artificial intelligence infrastructure to enhance citizen services 376
TABLE 327 SOUTH KOREA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 376
TABLE 328 SOUTH KOREA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 377
10.4.6 INDIA 377
10.4.6.1 Exploring generative AI for innovation and industry transformation 377
TABLE 329 INDIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 378
TABLE 330 INDIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 378
10.4.7 AUSTRALIA & NEW ZEALAND 379
10.4.7.1 Business experiment with applications of generative AI 379
TABLE 331 AUSTRALIA & NEW ZEALAND: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 379
TABLE 332 AUSTRALIA & NEW ZEALAND: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 380
10.4.8 ASEAN 380
10.4.8.1 Progress in adopting artificial technology 380
TABLE 333 ASEAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 381
TABLE 334 ASEAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 381
10.4.9 REST OF ASIA PACIFIC 382
10.5 MIDDLE EAST & AFRICA 382
10.5.1 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS 382
10.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION 382
TABLE 335 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 383
TABLE 336 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023–2030 (USD MILLION) 383
TABLE 337 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 383
TABLE 338 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023–2030 (USD MILLION) 384
TABLE 339 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017–2022 (USD MILLION) 384
TABLE 340 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023–2030 (USD MILLION) 384
TABLE 341 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 385
TABLE 342 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023–2030 (USD MILLION) 385
TABLE 343 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 385
TABLE 344 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023–2030 (USD MILLION) 386
TABLE 345 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017–2022 (USD MILLION) 386
TABLE 346 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023–2030 (USD MILLION) 386
TABLE 347 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 386
TABLE 348 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023–2030 (USD MILLION) 387
TABLE 349 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 387
TABLE 350 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 387
TABLE 351 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 388
TABLE 352 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 388
TABLE 353 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017–2022 (USD MILLION) 388
TABLE 354 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023–2030 (USD MILLION) 389
TABLE 355 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION) 389
TABLE 356 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 389
TABLE 357 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 390
TABLE 358 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 390
TABLE 359 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 391
TABLE 360 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2023–2030 (USD MILLION) 391

10.5.3 ISRAEL 391
10.5.3.1 Growth in application of artificial intelligence across various industry verticals 391
TABLE 361 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 392
TABLE 362 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 392
TABLE 363 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 392
TABLE 364 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 393
TABLE 365 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 393
TABLE 366 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 394
10.5.4 KINGDOM OF SAUDI ARABIA 394
10.5.4.1 Greater emphasis on artificial intelligence development across key industry verticals 394
TABLE 367 KINGDOM OF SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 395
TABLE 368 KINGDOM OF SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 395
10.5.5 UAE 396
10.5.5.1 Implementation of proactive strategies and establishing regulatory frameworks 396
TABLE 369 UAE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 396
TABLE 370 UAE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 397
10.5.6 EGYPT 397
10.5.6.1 Initiatives by government by collaborating with academia 397
TABLE 371 EGYPT: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 398
TABLE 372 EGYPT: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 398
10.5.7 TURKEY 399
10.5.7.1 Government fostering innovation to drive economic growth 399
TABLE 373 TURKEY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 399
TABLE 374 TURKEY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 400
10.5.8 SOUTH AFRICA 400
10.5.8.1 Rapid adoption of advanced technologies by businesses country-wide 400
TABLE 375 SOUTH AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 401
TABLE 376 SOUTH AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 401
10.5.9 REST OF THE MIDDLE EAST & AFRICA 402
10.6 LATIN AMERICA 402
10.6.1 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS 402
10.6.2 LATIN AMERICA: IMPACT OF RECESSION 403
TABLE 377 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 403
TABLE 378 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023–2030 (USD MILLION) 403
TABLE 379 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 404
TABLE 380 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023–2030 (USD MILLION) 404
TABLE 381 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017–2022 (USD MILLION) 404
TABLE 382 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023–2030 (USD MILLION) 405
TABLE 383 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 405
TABLE 384 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023–2030 (USD MILLION) 405
TABLE 385 LATIN AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION) 406
TABLE 386 LATIN AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023–2030 (USD MILLION) 406
TABLE 387 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017–2022 (USD MILLION) 406
TABLE 388 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023–2030 (USD MILLION) 406
TABLE 389 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 407
TABLE 390 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023–2030 (USD MILLION) 407
TABLE 391 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 407
TABLE 392 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 408
TABLE 393 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 408
TABLE 394 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 408
TABLE 395 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017–2022 (USD MILLION) 409
TABLE 396 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023–2030 (USD MILLION) 409
TABLE 397 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION) 409
TABLE 398 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION) 410
TABLE 399 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 410
TABLE 400 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 411
TABLE 401 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2017–2022 (USD MILLION) 411
TABLE 402 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2023–2030 (USD MILLION) 412
10.6.3 BRAZIL 412
10.6.3.1 Rise in requirement to balance ethical use of technology 412
TABLE 403 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 412
TABLE 404 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 413
TABLE 405 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 413
TABLE 406 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION) 413
TABLE 407 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 414
TABLE 408 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 414
10.6.4 MEXICO 415
10.6.4.1 Endeavoring to become digitally advanced country 415
TABLE 409 MEXICO: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 415
TABLE 410 MEXICO: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 416
10.6.5 ARGENTINA 416
10.6.5.1 Adoption of artificial intelligence to enhance processes and improve decision-making 416
TABLE 411 ARGENTINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 417
TABLE 412 ARGENTINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 417
10.6.6 CENTRAL AMERICA 418
10.6.6.1 Rise in application of artificial intelligence to promote research and innovation 418
TABLE 413 CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 418
TABLE 414 CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION) 419
10.6.7 REST OF LATIN AMERICA 419

11 COMPETITIVE LANDSCAPE 420
11.1 OVERVIEW 420
11.2 KEY PLAYER STRATEGIES 420
TABLE 415 OVERVIEW OF STRATEGIES ADOPTED BY KEY VENDORS 420
11.3 REVENUE ANALYSIS 422
11.3.1 HISTORICAL REVENUE ANALYSIS 423
FIGURE 55 HISTORICAL REVENUE ANALYSIS OF TOP PLAYERS, 2020–2022 (USD MILLION) 423
11.4 MARKET SHARE ANALYSIS 423
FIGURE 56 MARKET SHARE ANALYSIS FOR KEY COMPANIES, 2022 424
TABLE 416 ARTIFICIAL INTELLIGENCE MARKET: DEGREE OF COMPETITION 424
11.5 COMPANY EVALUATION QUADRANT 425
11.5.1 STARS 425
11.5.2 EMERGING LEADERS 425
11.5.3 PERVASIVE PLAYERS 425
11.5.4 PARTICIPANTS 425
FIGURE 57 KEY ARTIFICIAL INTELLIGENCE MARKET PLAYERS, COMPANY EVALUATION QUADRANT, 2022 426
11.5.5 COMPETITIVE BENCHMARKING 427
TABLE 417 ARTIFICIAL INTELLIGENCE MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022 427
11.6 STARTUP/SME EVALUATION MATRIX 428
11.6.1 PROGRESSIVE COMPANIES 428
11.6.2 RESPONSIVE COMPANIES 428
11.6.3 DYNAMIC COMPANIES 429
11.6.4 STARTING BLOCKS 429
FIGURE 58 STARTUPS/SMES ARTIFICIAL INTELLIGENCE PLAYERS, COMPANY EVALUATION QUADRANT, 2022 429
11.6.5 STARTUPS/SMES COMPETITIVE BENCHMARKING 430
TABLE 418 ARTIFICIAL INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES 430
TABLE 419 ARTIFICIAL INTELLIGENCE MARKET: PRODUCT FOOTPRINT ANALYSIS OF STARTUPS/SME PLAYERS, 2023 432
11.7 ARTIFICIAL INTELLIGENCE PRODUCT LANDSCAPE 434
TABLE 420 COMPARATIVE ANALYSIS OF HARDWARE PRODUCTS 434
TABLE 421 COMPARATIVE ANALYSIS OF SOFTWARE PRODUCTS 434
11.8 COMPETITIVE SCENARIO AND TRENDS 435
11.8.1 PRODUCT LAUNCHES 435
TABLE 422 PRODUCT LAUNCHES AND ENHANCEMENTS, 2019–2023 435
11.8.2 DEALS 438
TABLE 423 DEALS, 2019–2023 438
11.9 VALUATION AND FINANCIAL METRICS OF KEY ARTIFICIAL INTELLIGENCE VENDORS 440
FIGURE 59 VALUATION AND FINANCIAL METRICS OF KEY VENDORS, 2023 440
11.10 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND STOCK BETA OF KEY ARTIFICIAL INTELLIGENCE VENDORS 440
FIGURE 60 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND STOCK BETA OF KEY VENDORS 440
12 COMPANY PROFILES 441
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM view, Key strengths, Strategic choices made, Weakness and competitive threats) *
12.1 INTRODUCTION 441
12.2 MAJOR PLAYERS 441
12.2.1 GOOGLE 441
TABLE 424 GOOGLE: BUSINESS OVERVIEW 441
FIGURE 61 GOOGLE: COMPANY SNAPSHOT 442
TABLE 425 GOOGLE: PRODUCTS OFFERED 442
TABLE 426 GOOGLE: SERVICES OFFERED 443
TABLE 427 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 444
TABLE 428 GOOGLE: DEALS 447
TABLE 429 GOOGLE: OTHERS 450
12.2.2 MICROSOFT 451
TABLE 430 MICROSOFT: BUSINESS OVERVIEW 451
FIGURE 62 MICROSOFT: COMPANY SNAPSHOT 452
TABLE 431 MICROSOFT: PRODUCTS OFFERED 452
TABLE 432 MICROSOFT: SERVICES OFFERED 453
TABLE 433 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 453
TABLE 434 MICROSOFT: DEALS 455
12.2.3 IBM 460
TABLE 435 IBM: BUSINESS OVERVIEW 460
FIGURE 63 IBM: COMPANY SNAPSHOT 461
TABLE 436 IBM: PRODUCTS OFFERED 461
TABLE 437 IBM: SERVICES OFFERED 462
TABLE 438 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 463
TABLE 439 IBM: DEALS 465
12.2.4 ORACLE 468
TABLE 440 ORACLE: BUSINESS OVERVIEW 468
FIGURE 64 ORACLE: COMPANY SNAPSHOT 469
TABLE 441 ORACLE: PRODUCTS OFFERED 469
TABLE 442 ORACLE: SERVICES OFFERED 470
TABLE 443 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 470
TABLE 444 ORACLE: DEALS 473
12.2.5 AWS 476
TABLE 445 AWS: BUSINESS OVERVIEW 476
FIGURE 65 AWS: COMPANY SNAPSHOT 476
TABLE 446 AWS: PRODUCTS OFFERED 477
TABLE 447 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 478
TABLE 448 AWS: DEALS 481
TABLE 449 AWS: OTHERS 482
12.2.6 INTEL 484
TABLE 450 INTEL: BUSINESS OVERVIEW 484
FIGURE 66 INTEL: COMPANY SNAPSHOT 485
TABLE 451 INTEL: PRODUCTS OFFERED 485
TABLE 452 INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS 486
TABLE 453 INTEL: DEALS 488
12.2.7 SALESFORCE 490
TABLE 454 SALESFORCE: BUSINESS OVERVIEW 490
FIGURE 67 SALESFORCE: COMPANY SNAPSHOT 491
TABLE 455 SALESFORCE: PRODUCTS OFFERED 491
TABLE 456 SALESFORCE: SERVICES OFFERED 492
TABLE 457 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 492
TABLE 458 SALESFORCE: DEALS 495
12.2.8 SAP 498
TABLE 459 SAP: BUSINESS OVERVIEW 498
FIGURE 68 SAP: COMPANY SNAPSHOT 499
TABLE 460 SAP: PRODUCTS OFFERED 499
TABLE 461 SAP: SERVICES OFFERED 500
TABLE 462 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 500
TABLE 463 SAP: DEALS 502
12.2.9 CISCO 506
TABLE 464 CISCO: BUSINESS OVERVIEW 506
FIGURE 69 CISCO: COMPANY SNAPSHOT 507
TABLE 465 CISCO: PRODUCTS OFFERED 507
TABLE 466 CISCO: SERVICES OFFERED 508
TABLE 467 CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS 508
TABLE 468 CISCO: DEALS 509
12.2.10 META 511
TABLE 469 META: BUSINESS OVERVIEW 511
FIGURE 70 META: COMPANY SNAPSHOT 512
TABLE 470 META: PRODUCTS OFFERED 512
TABLE 471 META: PRODUCT LAUNCHES AND ENHANCEMENTS 514
TABLE 472 META: DEALS 516
12.2.11 HPE 518
TABLE 473 HPE: BUSINESS OVERVIEW 518
FIGURE 71 HPE: COMPANY SNAPSHOT 519
TABLE 474 HPE: PRODUCTS OFFERED 519
TABLE 475 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS 520
TABLE 476 HPE: DEALS 522
12.2.12 SIEMENS 524
TABLE 477 SIEMENS: BUSINESS OVERVIEW 524
FIGURE 72 SIEMENS: COMPANY SNAPSHOT 525
TABLE 478 SIEMENS: PRODUCTS OFFERED 525
TABLE 479 SIEMENS: PRODUCT LAUNCHES AND ENHANCEMENTS 526
TABLE 480 SIEMENS: DEALS 527
12.2.13 NVIDIA 529
TABLE 481 NVIDIA: BUSINESS OVERVIEW 529
FIGURE 73 NVIDIA: COMPANY SNAPSHOT 530
TABLE 482 NVIDIA: PRODUCTS OFFERED 530
TABLE 483 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS 531
TABLE 484 NVIDIA: DEALS 532
12.2.14 BAIDU 535
TABLE 485 BAIDU: BUSINESS OVERVIEW 535
FIGURE 74 BAIDU: COMPANY SNAPSHOT 535
TABLE 486 BAIDU: PRODUCTS OFFERED 536
TABLE 487 BAIDU: SERVICES OFFERED 536
TABLE 488 BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS 537
TABLE 489 BAIDU: DEALS 538
12.2.15 SAS INSTITUTE 540
TABLE 490 SAS INSTITUTE: BUSINESS OVERVIEW 540
TABLE 491 SAS INSTITUTE: PRODUCTS OFFERED 540
TABLE 492 SAS INSTITUTE: SERVICES OFFERED 541
TABLE 493 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS 541
TABLE 494 SAS INSTITUTE: DEALS 542
12.2.16 OPENAI 545
TABLE 495 OPENAI: BUSINESS OVERVIEW 545
TABLE 496 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 545
TABLE 497 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS 546
TABLE 498 OPENAI: DEALS 546
12.2.17 H20.AI 547
TABLE 499 H2O.AI: BUSINESS OVERVIEW 547
TABLE 500 H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 547
TABLE 501 PRODUCT LAUNCHES AND ENHANCEMENTS 549
TABLE 502 H2O.AI: DEALS 551
12.2.18 IFLYTEK 553
TABLE 503 IFLYTEK: BUSINESS OVERVIEW 553
TABLE 504 IFLYTEK: PRODUCTS OFFERED 553
TABLE 505 IFLYTEK: PRODUCT LAUNCHES AND ENHANCEMENTS 554
TABLE 506 IFLYTEK: DEALS 555
12.2.19 HUAWEI 556
TABLE 507 HUAWEI: BUSINESS OVERVIEW 556
TABLE 508 HUAWEI: PRODUCTS OFFERED 556
TABLE 509 HUAWEI: PRODUCT LAUNCHES AND ENHANCEMENTS 557
TABLE 510 HUAWEI: DEALS 558
12.2.20 ALIBABA CLOUD 559
TABLE 511 ALIBABA CLOUD: BUSINESS OVERVIEW 559
TABLE 512 ALIBABA CLOUD: PRODUCTS OFFERED 559
TABLE 513 ALIBABA CLOUD: PRODUCT LAUNCHES AND ENHANCEMENTS 560
TABLE 514 ALIBABA CLOUD: DEALS 561
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM view, Key strengths, Strategic choices made, Weakness and competitive threats might not be captured in case of unlisted companies.
12.3 OTHER KEY PLAYERS 563
12.3.1 GENERAL VISION 563
12.3.2 DARKTRACE 564
12.3.3 BLACKBERRY LIMITED 565
12.3.4 DIDI GLOBAL 566
12.3.5 FACE++ 566
12.3.6 INBENTA 567
12.3.7 ANJU SOFTWARE 568
12.3.8 BUTTERFLY NETWORK 569
12.3.9 ATOMWISE 570
12.3.10 AIBRAIN 571
12.3.11 SK HYNIX 572
12.3.12 PROGRESS 573
12.3.13 PRECISIONHAWK 574
12.3.14 AGEAGLE AERIAL SYSTEM 575
12.3.15 NEURALA 576
12.3.16 TWITTER 577
12.3.17 AUREA SOFTWARE 578
12.3.18 PERSADO 579
12.3.19 8X8 580
12.3.20 APPIER 581
12.3.21 GUMGUM 582
12.3.22 IPRO 583
12.3.23 GRAPHCORE 584
12.3.24 PREFERRED NETWORKS 585
12.3.25 APPLIED BRAIN RESEARCH 586
12.3.26 PILOT AI 586
12.3.27 IRIS AUTOMATION 587
12.3.28 GAMAYA 588
12.3.29 EC2CE 589
12.3.30 DESCARTES LABS 590
12.3.31 MYTHIC 591
12.3.32 ADA 592
12.3.33 MOSTLY AI 592
12.3.34 SENTIENT.IO 593
12.3.35 LUMEN5 594
12.3.36 AERA TECHNOLOGY 594
12.4 STARTUPS 595
12.4.1 AI SUPERIOR 595
12.4.2 FOSFOR 596
12.4.3 INTRINSIC 596
12.4.4 JASPER 597
12.4.5 SOUNDFUL 597
12.4.6 WRITESONIC 598
12.4.7 ONE AI 599
13 ADJACENT AND RELATED MARKETS 600
13.1 ADJACENT AND RELATED MARKETS 600
13.1.1 INTRODUCTION 600
13.1.2 GENERATIVE AI MARKET - GLOBAL FORECAST TO 2028 600
13.1.2.1 Market definition 600
13.1.2.2 Market overview 600
TABLE 515 GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2019–2022 (USD MILLION, Y-O-Y) 601
TABLE 516 GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y) 601
13.1.2.2.1 Generative AI market, by offering 601
TABLE 517 GENERATIVE AI MARKET, BY OFFERING, 2019–2022 (USD MILLION) 601
TABLE 518 GENERATIVE AI MARKET, BY OFFERING, 2023–2028 (USD MILLION) 602
13.1.2.2.2 Generative AI market, by application 602
TABLE 519 GENERATIVE AI MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 603
TABLE 520 GENERATIVE AI MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 604
13.1.2.2.3 Generative AI market, by vertical 605
TABLE 521 GENERATIVE AI MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 605
TABLE 522 GENERATIVE AI MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 606
13.1.2.2.4 Generative AI market, by region 606
TABLE 523 GENERATIVE AI MARKET, BY REGION, 2019–2022 (USD MILLION) 607
TABLE 524 GENERATIVE AI MARKET, BY REGION, 2023–2028 (USD MILLION) 607
13.1.3 CONVERSATIONAL AI MARKET - GLOBAL FORECAST TO 2028 607
13.1.3.1 Market definition 607
13.1.3.2 Market overview 607
13.1.3.2.1 Conversational AI market, by offerings 608
TABLE 525 CONVERSATIONAL AI MARKET, BY OFFERING, 2018–2022 (USD MILLION) 608
TABLE 526 CONVERSATIONAL AI MARKET BY OFFERING, 2023–2028 (USD MILLION) 608
13.1.3.2.2 Conversational AI market, by business function 608
TABLE 527 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 609
TABLE 528 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 609
13.1.3.2.3 Conversational AI market, By channel 609
TABLE 529 CONVERSATIONAL AI MARKET, BY CHANNEL, 2018–2022 (USD MILLION) 609
TABLE 530 CONVERSATIONAL AI MARKET, BY CHANNEL, 2023–2028 (USD MILLION) 610
13.1.3.2.4 Conversational AI market, by conversational interface 610
TABLE 531 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL INTERFACE, 2018–2022 (USD MILLION) 610
TABLE 532 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL INTERFACE, 2023–2028 (USD MILLION) 610
13.1.3.2.5 Conversational AI market, by technology 611
TABLE 533 CONVERSATIONAL AI MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 611
TABLE 534 CONVERSATIONAL AI MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 611
13.1.3.2.6 Conversational AI market, by vertical 611
TABLE 535 CONVERSATIONAL AI MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 612
TABLE 536 CONVERSATIONAL AI MARKET BY VERTICAL, 2023–2028 (USD MILLION) 612
13.1.3.2.7 Conversational AI market, by region 612
TABLE 537 CONVERSATIONAL AI MARKET, BY REGION, 2018–2022 (USD MILLION) 613
TABLE 538 CONVERSATIONAL AI MARKET, BY REGION, 2023–2028 (USD MILLION) 613
14 APPENDIX 614
14.1 DISCUSSION GUIDE 614
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 621
14.3 CUSTOMIZATION OPTIONS 623
14.4 RELATED REPORTS 623
14.5 AUTHOR DETAILS 624

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