自律型AIと自律型エージェントの市場：提供（ハードウェア、ソフトウェア（タイプ（計算エージェント、ロボットエージェント））、サービス）、技術（ML、NLP、コンテキスト認識、コンピュータビジョン）、業種、地域別 - 2028年までの世界予測

Autonomous AI and Autonomous Agents Market by Offering (Hardware, Software (Type (Computational Agents, Robotic Agents)) and Services), Technology (ML, NLP, Context Awareness, Computer Vision), Vertical and Region - Global Forecast to 2028

自律型AIと自律型エージェントの市場は、2023年の48億米ドルから2028年には285億米ドルに成長すると予測され、予測期間中のCAGRは43.0%である。自律型AIと自律型エージェントは、AIの分野で相互に関連する概念で... もっと見る

出版社	出版年月	電子版価格	ページ数	図表数	言語
MarketsandMarkets マーケッツアンドマーケッツ	2023年6月19日	US$4,950 シングルユーザライセンスライセンス・価格情報注文方法はこちら	376	381	英語

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自律型AIと自律型エージェントの市場は、2023年の48億米ドルから2028年には285億米ドルに成長すると予測され、予測期間中のCAGRは43.0%である。自律型AIと自律型エージェントは、AIの分野で相互に関連する概念であり、システムまたはエンティティが人間の継続的な介入なしに独立して機能し、意思決定を行い、タスクを実行する能力を伴う。
ソフトウェア分野は予測期間中最大の市場規模を維持すると予測される
ソフトウェア・コンポーネントは、ロボット・エージェントや計算エージェントを含む自律型AIエージェントの機能性と知能を実現する上で重要な役割を果たす。異なるエージェントタイプに合わせたソフトウェアコンポーネントにより、自律型AIエージェントは独立して動作し、環境を認識し、推論し、意思決定し、タスクを達成し目的を達成するための行動を実行できるようになる。
予測期間中、コンピュータビジョン技術が最も高いCAGRで成長する見込み
コンピュータ・ビジョンは、自律型AIとエージェントの基本技術であり、周囲の環境からの視覚情報を知覚し理解することを可能にする。コンピュータ・ビジョンのアルゴリズムは、画像やビデオ・ストリームを処理し、物体を識別し、パターンを認識し、意味のある特徴を抽出することができる。例えば、自律走行車では、コンピュータ・ビジョンによって歩行者、車両、交通標識の検出が可能になり、車両が情報に基づいた意思決定を行い、安全に航行できるようになります。コンピュータ・ビジョンは、自律型AIやエージェントが視覚世界と相互作用することを可能にし、現実の環境において、より意識的で、知的で、複雑なタスクを実行できるようにする。
サービスの中では、コンサルティング分野が予測期間中に最大の市場規模を占めると予想される。
自律型AIとエージェントの分野におけるコンサルティングサービスは、AIの導入と採用という複雑な状況を通じて組織を導く上で重要な役割を果たす。これらのサービスは、組織がAI技術の力を効果的に活用できるように、専門家による指導、戦略的アドバイス、実用的な洞察を提供する。コンサルティング・サービスは、フィージビリティ・スタディの実施、データの準備状況の評価、適切なAIソリューションの特定、導入計画の定義において組織を支援する。
アジア太平洋地域は、予測期間中に最も高いCAGRを目撃すると予測されている。
アジア太平洋地域の自律型AIおよび自律型エージェント市場には、中国、日本、韓国、ASEAN、インド、ニュージーランド、その他のアジア太平洋地域が含まれる。この地域の強固なITインフラストラクチャーは、クラウドコンピューティング、ビッグデータ分析、モノのインターネット（IoT）などの新技術の広範な採用と相まって、自律型システムの展開に強固な基盤を提供している。APAC地域の支援的な政府政策、投資イニシアティブ、業界プレーヤー、研究機関、新興企業間のコラボレーションは、自律型AIおよびエージェント市場の成長に貢献している。
プライマリーの内訳
自律型AI・自律型エージェント市場で事業を展開する様々な主要組織の最高経営責任者（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、経営幹部に対して詳細なインタビューを実施。
 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%, 取締役：25%、その他40%
 地域別北米: 45%, APAC：30%、ヨーロッパ：20%、ROW：5%
世界中で自律型AIと自律型エージェントのソリューションとサービスを提供している主なベンダーは、IBM（米国）、AWS（米国）、Microsoft（米国）、Oracle（米国）、Google（米国）、Waymo LLC（米国）、DeepMind（英国）、OpenAI（米国）、Salesforce（米国）、SAP SE（ドイツ）、NVIDIA Corporation（米国）、Baidu（中国）、ServiceNow（米国）、H2O.ai（米国）、Genesys（米国）、Aerogility（英国）、Kore.ai（米国）、Fetch.ai（英国）、Automation Anywhere（米国）、Tecnotree（フィンランド）、C3.ai（米国）、Helpshift（米国）、Algotive（米国）、CognosysAI（米国）、Level AI（米国）、Mobileye（イスラエル）、Deeproute.ai（中国）、Cogito（米国）、Uber Technologies（米国）、Attri（米国）。
調査対象範囲
この調査レポートは、自律型AIと自律型エージェントをセグメント横断的にカバーしている。この調査レポートは、自律型AIと自律型エージェントの市場規模および成長可能性を、提供、技術、業種、地域などのさまざまなセグメントにわたって推定することを目的としています。市場の主要企業の詳細な競合分析、企業プロフィール、製品および事業提供、最近の動向、主要市場戦略に関連する主な見解も記載しています。
レポート購入の主な利点
本レポートは、自律型AIおよび自律型エージェントの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/新規参入者に提供するでしょう。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つだろう。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。
本レポートでは、以下のポイントに関する洞察を提供しています：

- 主な推進要因（自律型AIとエージェントの触媒としてのAIアプリケーションの増加、並列計算リソースの利用可能性の増加）、阻害要因（自律型AIとエージェントにおける限られた適応性と文脈理解、人間とAIの相互作用と信頼の欠如）、機会（交通システムに革命をもたらす自律型AI運転技術の進歩）の分析、自律型AIおよび自律型エージェント市場の成長に影響を与える課題（倫理的・法的な懸念が市場に大きな課題をもたらす、データプライバシーとセキュリティの課題への対応）。

- 製品開発/イノベーション：自律型AI・自律型エージェント市場における今後の技術、研究開発活動、新製品・サービス発表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情報 - 当レポートは、様々な地域にわたる自律型AIおよび自律型エージェント市場を分析しています。

- 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、自律型AIと自律型エージェント市場戦略への投資に関する網羅的な情報。また、ステークホルダーが自律型AIと自律型エージェント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。

- 競合評価：自律型AIおよび自律型エージェント市場におけるIBM（米国）、マイクロソフト（米国）、グーグル（米国）、AWS（米国）、エヌビディア（米国）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。

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1 INTRODUCTION 34
1.1 STUDY OBJECTIVES 34
1.2 MARKET DEFINITION 34
1.3 INCLUSIONS AND EXCLUSIONS 35
1.4 MARKET SCOPE 35
1.4.1 MARKET SEGMENTATION 36
1.4.2 REGIONS COVERED 36
1.4.3 YEARS CONSIDERED 37
1.5 CURRENCY CONSIDERED 37
TABLE 1 USD EXCHANGE RATES, 2020–2022 38
1.6 STAKEHOLDERS 38
2 RESEARCH METHODOLOGY 39
2.1 RESEARCH DATA 39
FIGURE 1 AUTONOMOUS AI & AUTONOMOUS AGENTS MARKET: RESEARCH DESIGN 39
2.1.1 SECONDARY DATA 40
2.1.2 PRIMARY DATA 40
2.1.2.1 Primary interviews 41
2.1.2.2 Breakup of primary profiles 41
2.1.2.3 Key industry insights 42
2.2 DATA TRIANGULATION 43
2.3 MARKET SIZE ESTIMATION 43
FIGURE 2 AUTONOMOUS AI & AUTONOMOUS AGENTS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 44
2.3.1 TOP-DOWN APPROACH 44
2.3.2 BOTTOM-UP APPROACH 45
FIGURE 3 APPROACH 1 (SUPPLY SIDE): REVENUE FROM OFFERING OF AUTONOMOUS AI & AUTONOMOUS AGENTS MARKET 45
FIGURE 4 APPROACH 2—BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM OFFERING OF AUTONOMOUS AI & AUTONOMOUS AGENTS PLAYERS 46
FIGURE 5 APPROACH 3—BOTTOM-UP (SUPPLY SIDE): REVENUE AND SUBSEQUENT MARKET ESTIMATION FROM OFFERING OF AUTONOMOUS AI & AUTONOMOUS AGENTS 47
FIGURE 6 APPROACH 4—BOTTOM-UP (DEMAND SIDE): SHARE OF AUTONOMOUS AI & AUTONOMOUS AGENTS OFFERING THROUGH OVERALL AUTONOMOUS AI & AUTONOMOUS AGENTS SPENDING 48
2.4 MARKET FORECAST 49
TABLE 2 FACTOR ANALYSIS 49
2.5 ASSUMPTIONS 50
TABLE 3 RESEARCH ASSUMPTIONS 50
2.6 LIMITATIONS 51
2.7 RECESSION IMPACT ON GLOBAL AUTONOMOUS AI & AUTONOMOUS AGENTS MARKET 52
TABLE 4 IMPACT OF RECESSION ON GLOBAL AUTONOMOUS AI & AUTONOMOUS AGENTS MARKET 52
3 EXECUTIVE SUMMARY 54
TABLE 5 GLOBAL AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET SIZE AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y%) 55
TABLE 6 GLOBAL AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y%) 55
FIGURE 7 SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2023 55
FIGURE 8 PROCESSORS SEGMENT TO HOLD LARGEST MARKET SIZE IN 2023 56
FIGURE 9 COMPUTATIONAL SEGMENT TO HOLD LARGER MARKET SIZE IN 2023 56
FIGURE 10 CLOUD TO HOLD LARGER MARKET SHARE IN 2023 56
FIGURE 11 CONSULTING SEGMENT TO HOLD LARGEST MARKET SIZE IN 2023 57
FIGURE 12 MACHINE LEARNING SEGMENT TO HOLD LARGEST MARKET SIZE IN 2023 57
FIGURE 13 SUPERVISED LEARNING SEGMENT TO HOLD LARGEST MARKET SIZE IN 2023 57
FIGURE 14 BFSI VERTICAL TO HOLD LARGEST MARKET SIZE IN 2023 58
FIGURE 15 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2023 58
4 PREMIUM INSIGHTS 59
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET 59
FIGURE 16 HIGH DEMAND FOR AUTONOMOUS SOFTWARE TO DRIVE MARKET DURING FORECAST PERIOD 59
4.2 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL 59
FIGURE 17 BFSI VERTICAL TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 59
4.3 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION 60
FIGURE 18 NORTH AMERICA TO HOLD LARGEST MARKET SHARE BY 2023 60
4.4 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: TOP OFFERING AND VERTICAL 60
FIGURE 19 SOFTWARE AND BFSI SEGMENTS TO HOLD LARGEST MARKET SHARES BY 2028 60
5 MARKET OVERVIEW AND INDUSTRY TRENDS 61
5.1 INTRODUCTION 61
5.2 MARKET DYNAMICS 61
FIGURE 20 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 61
5.2.1 DRIVERS 62
5.2.1.1 Increasing AI applications to be catalyst for autonomous AI and autonomous agents 62
5.2.1.2 Increased availability of parallel computational resources 62
5.2.2 RESTRAINTS 62
5.2.2.1 Limited adaptability and contextual understanding of autonomous AI and autonomous agents 62
5.2.2.2 Lack of human-AI interaction and trust 63
5.2.3 OPPORTUNITIES 63
5.2.3.1 Advancements in autonomous AI-driving technology to revolutionize transportation systems 63
5.2.3.2 Elevating customer service and personalization with autonomous AI and autonomous agents 64
5.2.3.3 Healthcare advancements with autonomous AI and autonomous agents 64
5.2.4 CHALLENGES 64
5.2.4.1 Ethical and legal concerns to pose significant challenges for market 64
5.2.4.2 Data privacy and security challenges 65
5.3 CASE STUDY ANALYSIS 65
5.3.1 AUTOMOTIVE, TRANSPORTATION & LOGISTICS 65
5.3.1.1 Case Study 1: Mayflower autonomous ship's journey fueled by IBM cloud automation 65
5.3.1.2 Case Study 2: Zoox uses AWS to speed up development of self-driving cars 66
5.3.2 BFSI 66
5.3.2.1 Case Study 1: Arabesque AI elevates financial performance analysis with Google cloud platform 66
5.3.2.2 Case Study 2: Vision Banco improves customer experience with H2O Driverless AI 67
5.3.3 HEALTHCARE AND LIFE SCIENCES 68
5.3.3.1 Case Study 1: NHS collaborates with DeepMind to drive innovation in digital health 68
5.3.4 MANUFACTURING 68
5.3.4.1 Case Study 1: Stanley Black & Decker to streamline operations with automation 68
5.3.5 RETAIL & E-COMMERCE 69
5.3.5.1 Case Study 1: Simplifying data wrangling for machine learning with consensus 69
5.3.6 MEDIA & ENTERTAINMENT 70
5.3.6.1 Case Study 1: Google Cloud to help Meredith Corporation build scalable data platform 70
5.3.7 ENERGY & UTILITIES 70
5.3.7.1 Case Study 1 Kore.ai helps energy company to improve customer service with conversational AI 70
5.3.7.2 Case Study 2: ENGIE transforms energy management with C3.ai 71
5.3.8 EDUCATION 71
5.3.8.1 Case Study 1: Automation Anywhere's RPA solutions to transform administrative operations at University of Melbourne 71
5.4 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: ECOSYSTEM ANALYSIS 72
FIGURE 21 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: ECOSYSTEM ANALYSIS 72
TABLE 7 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: PLATFORM PROVIDERS 73
TABLE 8 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: SERVICE PROVIDERS 73
TABLE 9 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: END USERS 74
TABLE 10 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: FRAMEWORK PROVIDERS 74
TABLE 11 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: MULTI-AGENT AI FRAMEWORK 75
TABLE 12 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: REGULATORS 75
5.5 PRICING ANALYSIS 75
TABLE 13 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: PRICING LEVELS 76
5.6 PATENT ANALYSIS 77
5.6.1 METHODOLOGY 77
5.6.2 DOCUMENT TYPE 77
TABLE 14 PATENTS FILED, 2013–2023 77
5.6.3 INNOVATION AND PATENT APPLICATIONS 78
FIGURE 22 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023 78
5.6.3.1 Top applicants 78
FIGURE 23 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2013–2023 78
TABLE 15 TOP 20 PATENT OWNERS, 2013–2023 79
TABLE 16 LIST OF PATENTS IN AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, 2021–2023 80
5.7 BRIEF EVOLUTION HISTORY OF AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET 82
5.8 TYPES OF AI TECHNOLOGY, BY FUNCTIONALITY 83
FIGURE 24 ARTIFICIAL INTELLIGENCE, BY FUNCTIONALITY 83
TABLE 17 ARTIFICIAL INTELLIGENCE, BY FUNCTIONALITY 84
5.9 VALUE CHAIN ANALYSIS 85
FIGURE 25 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: VALUE CHAIN ANALYSIS 85
5.9.1 RESEARCH AND DEVELOPMENT (R&D) 85
5.9.2 DATA COLLECTION AND PRE-PROCESSING 86
5.9.3 ALGORITHM DEVELOPMENT AND TRAINING 86
5.9.4 SYSTEM INTEGRATION AND DEPLOYMENT 86
5.9.5 MONITORING AND OPTIMIZATION 86
5.9.6 MAINTENANCE AND SUPPORT 87
5.10 COMPARISON OF AUTONOMOUS AI VERSUS AUTOMATED MACHINE LEARNING 87
TABLE 18 COMPARISON OF AUTO-AI VERSUS AUTO-ML 87
5.11 TECHNOLOGY ANALYSIS 88
5.11.1 RELATED TECHNOLOGIES 88
5.11.1.1 AI and ML 88
5.11.1.2 Perception and Sensing 88
5.11.1.3 Robotics and Automation 89
5.11.1.4 Human-Machine Interaction 89
5.11.1.5 Connectivity and Networking 90
5.11.2 ALLIED TECHNOLOGIES 90
5.11.2.1 Cloud Computing 90
5.11.2.2 Security and Privacy 91
5.11.2.3 Data Management and Analytics 91
5.12 PORTER’S FIVE FORCES ANALYSIS 92
FIGURE 26 PORTER’S FIVE FORCES ANALYSIS 92
TABLE 19 PORTER’S FIVE FORCES ANALYSIS 92
5.12.1 THREAT OF NEW ENTRANTS 93
5.12.2 THREAT OF SUBSTITUTES 93
5.12.3 BARGAINING POWER OF SUPPLIERS 93
5.12.4 BARGAINING POWER OF BUYERS 93
5.12.5 INTENSITY OF COMPETITIVE RIVALRY 93
5.13 KEY CONFERENCES & EVENTS, 2023–2024 94
TABLE 20 DETAILED LIST OF CONFERENCES & EVENTS, 2023–2024 94
5.14 TARIFF AND REGULATORY LANDSCAPE 95
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 95
TABLE 21 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 95
TABLE 22 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96
TABLE 23 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 98
TABLE 24 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 98
5.14.1.1 North America 99
5.14.1.1.1 US 99
5.14.1.1.2 Canada 99
5.14.1.2 Europe 99
5.14.1.3 Asia Pacific 99
5.14.1.3.1 South Korea 99
5.14.1.3.2 China 100
5.14.1.3.3 India 100
5.14.1.4 Middle East & Africa 100
5.14.1.4.1 UAE 100
5.14.1.4.2 KSA 100
5.14.1.4.3 Bahrain 100
5.14.1.5 Latin America 100
5.14.1.5.1 Brazil 100
5.14.1.5.2 Mexico 101
5.15 KEY STAKEHOLDERS AND BUYING CRITERIA 101
5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS 101
FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 101
TABLE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS (%) 101
5.15.2 BUYING CRITERIA 102
FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 102
TABLE 26 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 102
5.16 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET 103
FIGURE 29 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 103
5.17 BEST PRACTICES IN AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET 103
5.18 TECHNOLOGY ROADMAP OF AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET LANDSCAPE 104
TABLE 27 SHORT-TERM ROADMAP, 2023–2025 104
TABLE 28 MID-TERM ROADMAP, 2026–2028 104
TABLE 29 LONG-TERM ROADMAP, 2029–2030 105
5.19 BUSINESS MODELS OF AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET 106
5.19.1 PLATFORM-AS-A-SERVICE (PAAS) 106
5.19.2 SERVICE-BASED MODEL 106
5.19.3 HYBRID MODEL 106
5.20 KEY STAGES OF AUTONOMOUS AI AND AUTONOMOUS AGENTS DEVELOPMENT 107
5.20.1 DATA ACQUISITION AND PREPARATION 107
5.20.2 MODEL DEVELOPMENT AND TRAINING 107
5.20.3 TESTING AND EVALUATION 107
5.20.4 INTEGRATION AND DEPLOYMENT 107
5.20.5 CONTINUOUS MONITORING AND IMPROVEMENT 108
5.20.6 ETHICAL AND LEGAL CONSIDERATIONS 108
6 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING 109
6.1 INTRODUCTION 110
6.1.1 OFFERINGS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET DRIVERS 110
FIGURE 30 SERVICES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 110
TABLE 30 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2018–2022 (USD MILLION) 111
TABLE 31 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 111
6.2 HARDWARE 111
6.2.1 CONSTANT PROGRESS IN HARDWARE TECHNOLOGY TO SERVE AS DRIVING FORCE FOR MARKET EXPANSION 111
FIGURE 31 PROCESSORS TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 112
TABLE 32 HARDWARE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 112
TABLE 33 HARDWARE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 112
6.2.2 PROCESSORS 113
6.2.3 RAM AND STORAGE DEVICES 113
6.2.4 SENSORS AND INPUT DEVICES 113
6.2.5 NETWORK CONNECTIVITY 113
6.3 SOFTWARE 114
6.3.1 GROWING DEMAND FOR SPECIALIZED SOFTWARE ALGORITHMS FOR DIVERSE AUTONOMOUS AI AGENTS 114
FIGURE 32 ROBOTIC AGENT SOFTWARE TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 114
TABLE 34 SOFTWARE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 114
TABLE 35 SOFTWARE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 115
TABLE 36 SOFTWARE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 115
TABLE 37 SOFTWARE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 115
6.3.2 AUTONOMOUS AI AGENTS 116
6.3.2.1 Robotic Agents 116
TABLE 38 ROBOTIC AGENTS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 116
TABLE 39 ROBOTIC AGENTS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 117
6.3.2.2 Computational Agents 117
TABLE 40 COMPUTATIONAL AGENTS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 117
TABLE 41 COMPUTATIONAL AGENTS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 118
6.3.2.2.1 Software Agents 118
6.3.2.2.1.1 Search Agents 118
6.3.2.2.1.2 Learning Agents 119
6.3.2.2.1.3 Planning Agents 119
6.3.2.2.1.4 Conversational Agents 119
6.3.2.2.1.5 Knowledgeable Agents 120
6.3.2.2.1.6 Entertainment Agents 120
6.3.2.2.1.7 Other Agents 120
6.3.2.2.2 Artificial Life Agents 121
6.3.3 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT 121
FIGURE 33 CLOUD SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 121
TABLE 42 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2018–2022 (USD MILLION) 122
TABLE 43 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 122
6.3.3.1 CLOUD 122
6.3.3.1.1 Ability to quickly access additional computational resources to drive growth 122
TABLE 44 CLOUD: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 123
TABLE 45 CLOUD: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 123
6.3.3.2 On-premises 123
6.3.3.2.1 Demand for stringent data privacy and security policies to drive growth 123
TABLE 46 ON-PREMISES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 124
TABLE 47 ON-PREMISES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 124
6.4 SERVICES 124
6.4.1 DEMAND FOR HIGH-QUALITY SERVICES TO MANAGE AUTONOMOUS SYSTEMS 124
FIGURE 34 CONSULTING SERVICES TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 125
TABLE 48 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2018–2022 (USD MILLION) 125
TABLE 49 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 125
TABLE 50 SERVICES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 126
TABLE 51 SERVICES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 126
6.4.2 CONSULTING SERVICES 127
6.4.2.1 Increasing requirement for expert guidance and strategic advice to drive growth 127
TABLE 52 CONSULTING SERVICES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 127
TABLE 53 CONSULTING SERVICES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 127
6.4.3 DEPLOYMENT AND INTEGRATION 128
6.4.3.1 Seamless integration of AI technologies into existing infrastructure to boost growth 128
TABLE 54 DEPLOYMENT AND INTEGRATION: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 128
TABLE 55 DEPLOYMENT AND INTEGRATION: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 128
6.4.4 TRAINING, SUPPORT, AND MAINTENANCE 129
6.4.4.1 Ongoing support and maintenance to ensure continuous functionality and reliability 129
TABLE 56 TRAINING, SUPPORT, AND MAINTENANCE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 129
TABLE 57 TRAINING, SUPPORT, AND MAINTENANCE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 129

7 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY 130
7.1 INTRODUCTION 131
7.1.1 TECHNOLOGY: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET DRIVERS 131
FIGURE 35 COMPUTER VISION TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 132
TABLE 58 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 132
TABLE 59 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 132
7.2 MACHINE LEARNING 133
7.2.1 RISING POTENTIAL BENEFITS OF ML-POWERED AUTONOMOUS SYSTEMS TO BOOST GROWTH 133
FIGURE 36 SUPERVISED LEARNING TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 133
TABLE 60 MACHINE LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, 2018–2022 (USD MILLION) 133
TABLE 61 MACHINE LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, 2023–2028 (USD MILLION) 134
TABLE 62 MACHINE LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 134
TABLE 63 MACHINE LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 134
7.2.2 DEEP LEARNING 135
7.2.2.1 Availability of labeled datasets and advancements in computing power to boost growth 135
TABLE 64 DEEP LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 135
TABLE 65 DEEP LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 135
7.2.2.2 Supervised learning 136
7.2.2.2.1 Need to leverage labeled data to train intelligent systems 136
TABLE 66 SUPERVISED LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 136
TABLE 67 SUPERVISED LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 136
7.2.2.3 Unsupervised learning 137
7.2.2.3.1 Enhancing autonomy and adaptability of intelligent systems in various domains to drive growth 137
TABLE 68 UNSUPERVISED LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 137
TABLE 69 UNSUPERVISED LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 137
7.2.2.4 Reinforcement learning 138
7.2.2.4.1 Need for AI agents to achieve superhuman performance in complex tasks to boost growth 138
TABLE 70 REINFORCEMENT LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 138
TABLE 71 REINFORCEMENT LEARNING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 138
7.2.2.5 Large Language Model (LLM) 139
7.2.2.5.1 Demand for more natural and engaging human-machine interactions to enhance customer experience 139
TABLE 72 LLM: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 139
TABLE 73 LLM: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 139
7.3 NATURAL LANGUAGE PROCESSING 140
7.3.1 EFFICIENT AUTOMATION OF LANGUAGE-BASED TASKS ACROSS VARIOUS INDUSTRIES TO DRIVE GROWTH 140
TABLE 74 NATURAL LANGUAGE PROCESSING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 140
TABLE 75 NATURAL LANGUAGE PROCESSING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 140
7.4 CONTEXT AWARENESS 141
7.4.1 PERSONALIZED USER EXPERIENCES WITH CONTEXT-AWARENESS TO BOOST MARKET 141
TABLE 76 CONTEXT AWARENESS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 141
TABLE 77 CONTEXT AWARENESS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 141
7.5 COMPUTER VISION 142
7.5.1 CONTINUOUS ADVANCEMENTS IN COMPUTER VISION ALGORITHMS, ALONG WITH AVAILABILITY OF POWERFUL HARDWARE AND SENSORS 142
TABLE 78 COMPUTER VISION: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 142
TABLE 79 COMPUTER VISION: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 142
8 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL 143
8.1 INTRODUCTION 144
8.1.1 VERTICAL: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET DRIVERS 144
FIGURE 37 HEALTHCARE & LIFE SCIENCES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 145
TABLE 80 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 145
TABLE 81 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 146
8.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 146
8.2.1 EMPOWERING FINANCIAL INSTITUTIONS WITH AUTONOMOUS TECHNOLOGY TO DRIVE GROWTH 146
TABLE 82 BFSI: USE CASES 147
TABLE 83 BFSI: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 147
TABLE 84 BFSI: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 148
TABLE 85 BFSI: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 148
TABLE 86 BFSI: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 149
8.2.2 FRAUD DETECTION AND PREVENTION 149
8.2.3 RISK ASSESSMENT AND MANAGEMENT 149
8.2.4 ALGORITHMIC TRADING 150
8.2.5 CREDIT SCORING AND UNDERWRITING 150
8.2.6 CUSTOMER SERVICE AUTOMATION (CHATBOTS) 150
8.2.7 INTELLIGENT DOCUMENT PROCESSING 150
8.2.8 INVESTMENT PORTFOLIO MANAGEMENT 151
8.2.9 REGULATORY COMPLIANCE MONITORING 151
8.2.10 OTHER BFSI APPLICATIONS (LOAN DEFAULT PREDICTION, ANTI-MONEY LAUNDERING) 151
8.3 RETAIL & ECOMMERCE 152
8.3.1 ABILITY OF AUTONOMOUS AI AND AGENTS TO PROVIDE PERSONALIZED EXPERIENCES 152
TABLE 87 RETAIL AND E-COMMERCE: USE CASES 152
TABLE 88 RETAIL & ECOMMERCE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 153
TABLE 89 RETAIL & ECOMMERCE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 153
TABLE 90 RETAIL & ECOMMERCE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 154
TABLE 91 RETAIL & ECOMMERCE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 154
8.3.2 RECOMMENDATION ENGINES 155
8.3.3 VIRTUAL STORES 155
8.3.4 CHATBOTS AND VIRTUAL ASSISTANTS FOR CUSTOMER SERVICE 155
8.3.5 INVENTORY MANAGEMENT AND OPTIMIZATION 155
8.3.6 DEMAND FORECASTING 156
8.3.7 SUPPLY CHAIN LOGISTICS OPTIMIZATION 156
8.3.8 PRICING OPTIMIZATION 156
8.3.9 AUTOMATED CHECKOUT AND CASHIER SYSTEMS 156
8.3.10 WAREHOUSE AUTOMATION AND ORDER FULFILLMENT 157
8.3.11 OTHER RETAIL & ECOMMERCE APPLICATIONS (QUALITY CONTROL, FRAUD DETECTION AND PREVENTION, AND CUSTOMER SENTIMENT ANALYSIS) 157
8.4 TELECOMMUNICATION 157
8.4.1 IMPROVING CONNECTIVITY AND COMMUNICATION EXPERIENCES TO DRIVE GROWTH 157
TABLE 92 TELECOMMUNICATION: USE CASES 158
TABLE 93 TELECOMMUNICATION: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 158
TABLE 94 TELECOMMUNICATION: AUTONOMOUS AI AND AUTONOMOUS AGENTS, BY REGION, 2023–2028 (USD MILLION) 159
TABLE 95 TELECOMMUNICATION: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 159
TABLE 96 TELECOMMUNICATION: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 160
8.4.2 INTELLIGENT NETWORK PLANNING & OPTIMIZATION 160
8.4.3 FAULT DETECTION AND RESOLUTION 160
8.4.4 INTELLIGENT VIRTUAL ASSISTANTS 161
8.4.5 SERVICE QUALITY MANAGEMENT 161
8.4.6 NETWORK SECURITY & THREAT INTELLIGENCE 161
8.4.7 DYNAMIC SERVICE PROVISIONING 161
8.4.8 DATA MONETIZATION AND ANALYTICS 162
8.4.9 AUTONOMOUS BILLING & REVENUE ASSURANCE 162
8.4.10 OTHER TELECOMMUNICATION APPLICATIONS (CUSTOMER CHURN PREDICTION, VIRTUAL NETWORK MANAGEMENT, CALL CENTER AUTOMATION) 162
8.5 MANUFACTURING 163
8.5.1 NEED FOR AGILITY IN RESPONDING TO MARKET DEMANDS TO GAIN MOMENTUM 163
TABLE 97 MANUFACTURING: USE CASES 163
TABLE 98 MANUFACTURING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 164
TABLE 99 MANUFACTURING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 164
TABLE 100 MANUFACTURING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 164
TABLE 101 MANUFACTURING: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 165
8.5.2 QUALITY CONTROL AND INSPECTION 165
8.5.3 PREDICTIVE MAINTENANCE 165
8.5.4 PRODUCT ASSEMBLY AND AUTOMATION 166
8.5.5 COGNITIVE DECISIONING IN RPA/ AI 166
8.5.6 AUTONOMOUS ROBOTICS 166
8.5.7 AUTONOMOUS MATERIAL HANDLING 166
8.5.8 PRODUCTION LINE OPTIMIZATION 167
8.5.9 INVENTORY AND SUPPLY CHAIN MANAGEMENT 167
8.5.10 OTHER MANUFACTURING APPLICATIONS (PRODUCTION LINE OPTIMIZATION, INVENTORY MANAGEMENT) 167
8.6 HEALTHCARE & LIFE SCIENCES 168
8.6.1 POTENTIAL FOR MEDICAL BREAKTHROUGHS THROUGH APPLICATION OF AUTONOMOUS AI AUTONOMOUS AGENTS TO DRIVE GROWTH 168
TABLE 102 HEALTHCARE AND LIFE SCIENCES: USE CASES 168
TABLE 103 HEALTHCARE & LIFE SCIENCES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 169
TABLE 104 HEALTHCARE & LIFE SCIENCES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 169
TABLE 105 HEALTHCARE & LIFE SCIENCES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 169
TABLE 106 HEALTHCARE & LIFE SCIENCES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 170
8.6.2 MEDICAL DIAGNOSIS 170
8.6.3 MEDICAL IMAGING 170
8.6.4 PATIENT DATA ANALYSIS AND PATTERN RECOGNITION 171
8.6.5 DRUG DISCOVERY AND DEVELOPMENT 171
8.6.6 REMOTE PATIENT MONITORING 171
8.6.7 PERSONALIZED HEALTHCARE RECOMMENDATIONS 172
8.6.8 VIRTUAL NURSING ASSISTANTS 172
8.6.9 ROBOTIC SURGERY AND ASSISTANCE 172
8.6.10 OTHER HEALTHCARE APPLICATIONS (CLINICAL RESEARCH AND TRIALS, GENOMICS, AND PRECISION MEDICINE) 172
8.7 ENERGY AND UTILITIES 173
8.7.1 TRANSITION TOWARD CLEAN AND SUSTAINABLE ENERGY SOURCES TO DRIVE GROWTH 173
TABLE 107 ENERGY & UTILITIES: USE CASES 173
TABLE 108 ENERGY & UTILITIES:AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 174
TABLE 109 ENERGY & UTILITIES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 174
TABLE 110 ENERGY & UTILITIES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 174
TABLE 111 ENERGY & UTILITIES: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 175
8.7.2 SMART GRID MANAGEMENT AND OPTIMIZATION 175
8.7.3 ENERGY CONSUMPTION MONITORING 175
8.7.4 PREDICTIVE MAINTENANCE FOR ENERGY INFRASTRUCTURE 176
8.7.5 RENEWABLE ENERGY INTEGRATION AND OPTIMIZATION 176
8.7.6 FAULT DETECTION AND DIAGNOSIS 176
8.7.7 ENERGY DEMAND FORECASTING 176
8.7.8 EFFICIENT RESOURCE ALLOCATION 177
8.7.9 GRID SECURITY AND CYBER-THREAT DETECTION 177
8.7.10 OTHER ENERGY & UTILITIES APPLICATIONS (ENERGY ASSET OPTIMIZATION AND DEMAND RESPONSE MANAGEMENT) 177
8.8 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS 177
8.8.1 POTENTIAL TO SIGNIFICANTLY REDUCE HUMAN ERRORS AND ACCIDENTS ON ROADS 177
TABLE 112 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: USE CASES 178
TABLE 113 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 179
TABLE 114 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 179
TABLE 115 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 179
TABLE 116 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 180
8.8.2 PREDICTIVE ANALYTICS & DEMAND FORECASTING 180
8.8.3 TRAFFIC MANAGEMENT AND OPTIMIZATION 180
8.8.4 FLEET MANAGEMENT 181
8.8.5 ROUTE PLANNING AND OPTIMIZATION 181
8.8.6 LAST-MILE DELIVERY AUTOMATION 181
8.8.7 SUPPLY CHAIN OPTIMIZATION 181
8.8.8 WAREHOUSE AUTOMATION 182
8.8.9 SEMI-AUTONOMOUS & AUTONOMOUS VEHICLES 182
8.8.10 OTHER AUTOMOTIVE, TRANSPORTATION AND LOGISTICS APPLICATIONS (PREDICTIVE MAINTENANCE, SMART LOGISTICS AND RISK MANAGEMENT AND SAFETY) 182
8.9 GOVERNMENT & DEFENSE 183
8.9.1 INCREASED DEMAND FOR SECURITY AND SURVEILLANCE TO DRIVE GROWTH 183
TABLE 117 GOVERNMENT & DEFENSE: USE CASES 183
TABLE 118 GOVERNMENT & DEFENSE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 184
TABLE 119 GOVERNMENT & DEFENSE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 184
TABLE 120 GOVERNMENT & DEFENSE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 185
TABLE 121 GOVERNMENT & DEFENSE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 185
8.9.2 SMART TICKETING 186
8.9.3 AUTONOMOUS SURVEILLANCE AND MONITORING 186
8.9.4 LAW ENFORCEMENT 186
8.9.5 INTELLIGENCE ANALYSIS AND DATA PROCESSING 186
8.9.6 AUTONOMOUS DECISION-MAKING IN MILITARY OPERATIONS 187
8.9.7 BORDER SECURITY AND SURVEILLANCE 187
8.9.8 DISASTER RESPONSE AND RECOVERY ASSISTANCE 187
8.9.9 UNMANNED UNDERWATER AND AERIAL VEHICLES 188
8.9.10 EGOVERNANCE & DIGITAL CITY SERVICES 188
8.9.11 OTHER GOVERNMENT & DEFENSE APPLICATIONS (CYBERSECURITY AND INTELLIGENCE ANALYSIS) 188
8.10 MEDIA & ENTERTAINMENT 189
8.10.1 INCREASING DEMAND FOR PERSONALIZED AND IMMERSIVE CONTENT CAPABILITIES TO DRIVE GROWTH 189
TABLE 122 MEDIA AND ENTERTAINMENT: USE CASES 189
TABLE 123 MEDIA & ENTERTAINMENT: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 190
TABLE 124 MEDIA & ENTERTAINMENT: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 190
TABLE 125 MEDIA & ENTERTAINMENT: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET IN, BY APPLICATION, 2018–2022 (USD MILLION) 190
TABLE 126 MEDIA & ENTERTAINMENT: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 191
8.10.2 AUTOMATED CONTENT GENERATION 191
8.10.3 VIDEO & AUDIO ANALYSIS 191
8.10.4 AUDIENCE INSIGHTS AND ANALYTICS 191
8.10.5 REAL-TIME CONTENT MODERATION 192
8.10.6 INTELLECTUAL PROPERTY PROTECTION 192
8.10.7 OTHER MEDIA & ENTERTAINMENT APPLICATIONS 192
8.11 OTHERS 193
TABLE 127 OTHER VERTICALS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 193
TABLE 128 OTHER VERTICALS: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 193
9 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION 194
9.1 INTRODUCTION 195
FIGURE 38 SOUTH AFRICA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 195
FIGURE 39 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 196
TABLE 129 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2018–2022 (USD MILLION) 196
TABLE 130 AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY REGION, 2023–2028 (USD MILLION) 196
9.2 NORTH AMERICA 197
9.2.1 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET DRIVERS 197
9.2.2 NORTH AMERICA: IMPACT OF RECESSION 198
FIGURE 40 NORTH AMERICA: MARKET SNAPSHOT 198
TABLE 131 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 199
TABLE 132 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 199
TABLE 133 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2018–2022 (USD MILLION) 199
TABLE 134 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 199
TABLE 135 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 200
TABLE 136 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 200
TABLE 137 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2018–2022 (USD MILLION) 200
TABLE 138 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2023–2028 (USD MILLION) 200
TABLE 139 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2018–2022 (USD MILLION) 201
TABLE 140 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 201
TABLE 141 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2018–2022 (USD MILLION) 201
TABLE 142 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 201
TABLE 143 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 202
TABLE 144 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 202
TABLE 145 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2018–2022 (USD MILLION) 202
TABLE 146 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2023–2028 (USD MILLION) 203
TABLE 147 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 203
TABLE 148 NORTH AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 204
9.2.3 US 204
9.2.3.1 Increasing demand for autonomous solutions across industries to drive market 204
9.2.4 CANADA 205
9.2.4.1 Robust AI ecosystem to drive growth 205

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Table of Contents

Summary

The market for Autonomous AI and Autonomous Agents is projected to grow from USD 4.8 billion in 2023 to USD 28.5 billion by 2028, at a CAGR of 43.0% during the forecast period. Autonomous AI and autonomous agents are interconnected concepts within the field of AI that involve the ability of systems or entities to function independently, make decisions, and execute tasks without continuous human intervention.
The Software segment is projected to hold the largest market size during the forecast period
Software components play a critical role in enabling the functionality and intelligence of autonomous AI agents, which include robotic agents and computational agents. The software component, tailored to different agent types, enables autonomous AI agents to operate independently, perceive their environment, reason, make decisions, and execute actions to accomplish tasks and achieve objectives.
Computer vision technology is registered to grow at the highest CAGR during the forecast period
Computer vision is a fundamental technology for Autonomous AI and Agents, enabling them to perceive and understand visual information from the surrounding environment. Computer vision algorithms can process images or video streams, identify objects, recognize patterns, and extract meaningful features. For instance, in autonomous vehicles, computer vision enables the detection of pedestrians, vehicles, and traffic signs, allowing the vehicle to make informed decisions and navigate safely. Computer vision empowers autonomous AI and agents to interact with the visual world, making them more aware, intelligent, and capable of performing complex tasks in real-world environments.
Among services, Consulting segment is anticipated to account for the largest market size during the forecast period
Consulting services in the field of Autonomous AI and Agents play a crucial role in guiding organizations through the complex landscape of AI implementation and adoption. These services provide expert guidance, strategic advice, and actionable insights to help organizations leverage the power of AI technologies effectively. Consulting services assist organizations in conducting feasibility studies, assessing data readiness, identifying appropriate AI solutions, and defining the implementation plan.
Asia Pacific is projected to witness the highest CAGR during the forecast period.
The Autonomous AI and Autonomous Agents market in Asia Pacific includes China, Japan, South Korea, ASEAN, India, AnZ, and Rest of Asia Pacific. The region’s robust IT infrastructure, coupled with the widespread adoption of emerging technologies such as cloud computing, big data analytics, and the Internet of Things (IoT), provides a solid foundation for the deployment of autonomous systems. The supportive government policies, investment initiatives, and collaborations between industry players, research institutions, and startups in the APAC region contribute to the growth of the autonomous AI and agent market.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the Autonomous AI and Autonomous Agents market.
 By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
 By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
 By Region: North America: 45%, APAC: 30%, Europe: 20%, ROW: 5%
Major vendors offering Autonomous AI and Autonomous Agents solutions and services across the globe are IBM (US), AWS (US), Microsoft (US),Oracle (US), Google (US),Waymo LLC (US), DeepMind (UK), OpenAI (US), Salesforce (US), SAP SE(Germany), NVIDIA Corporation (US), Baidu( China), ServiceNow (US), H2O.ai (US), Genesys(US), Aerogility (UK), Kore.ai (US), Fetch.ai (UK), Automation Anywhere (US), Tecnotree (Finland), C3.ai (US), Helpshift (US), Algotive (US), CognosysAI (US), Level AI (US), Mobileye (Israel), Deeproute.ai (China), Cogito (US), Uber Technologies (US), Attri (US).
Research Coverage
The market study covers Autonomous AI and Autonomous Agents across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, technology, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for Autonomous AI and Autonomous Agents and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:

• Analysis of key drivers (Increasing AI Applications as a Catalyst for Autonomous AI and Agents, Increased availability of parallel Computational Resources), restraints (Limited Adaptability and Contextual Understanding in Autonomous AI and Agents, Lack of human-AI interaction and trust), opportunities (Advancements in autonomous AI driving technology to revolutionize transportation systems, Elevating Customer Service and Personalization with Autonomous AI and Agents, Healthcare Advancements with Autonomous AI and Agents), and challenges (Ethical and legal concerns pose significant challenges for Market, Addressing data privacy and security challenges) influencing the growth of the Autonomous AI and Autonomous Agents market

• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Autonomous AI and Autonomous Agents market.

• Market Development: Comprehensive information about lucrative markets – the report analyses the Autonomous AI and Autonomous Agents market across varied regions.

• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in Autonomous AI and Autonomous Agents market strategies; the report also helps stakeholders understand the pulse of the Autonomous AI and Autonomous Agents market and provides them with information on key market drivers, restraints, challenges, and opportunities.

• Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as IBM (US), Microsoft (US), Google (US), AWS(US) and NVIDIA (US) among others in the Autonomous AI and Autonomous Agents market.

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ご注文は、お電話またはWEBから承ります。お見積もりの作成もお気軽にご相談ください。

本レポートと同分野（通信・IT）の最新刊レポート

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