자율 AI 및 자율 에이전트 (Autonomous AI and Autonomous Agents) 시장조사 보고서

조사회사 : MarketsandMarkets (마켓츠앤마켓츠)   조사년월 : 2023년06월

자율 AI 및 자율 에이전트 (Autonomous AI and Autonomous Agents) 시장 : 제공 내용 {하드웨어, 소프트웨어 [유형(계산 에이전트, 로봇 에이전트)], 서비스}, 기술(ML, NLP, 컨텍스트 인식, 컴퓨터 비전), 산업, 지역 – 2028년까지의 세계 예측
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

리포트목차　　　　주문/문의　　　　납기/라이센스안내

MarketsandMarkets「자율 AI 및 자율 에이전트 시장 : 제공 내용 {하드웨어, 소프트웨어 [유형(계산 에이전트, 로봇 에이전트)], 서비스}, 기술(ML, NLP, 컨텍스트 인식, 컴퓨터 비전), 산업, 지역 – 2028년까지의 세계 예측 – 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」는 세계 자율형 AI 및 자율형 에이전트 시장에서 주요 세그먼트별 조사 및 분석 결과를 제공합니다.

주요 대상 세그먼트

• 오퍼링
  • 하드웨어
  • 소프트웨어
    • 유형
      • 계산 에이전트
      • 로봇 에이전트
    • 전개
      • 클라우드
      • 온프레미스
  • 서비스
• 기술
  • 기계 학습
    • 심층학습(딥러닝/DL)
    • 교사 있는 학습
    • 강화 학습
    • 대규모 언어 모델
  • 자연 언어 처리(NLP)
  • 컨텍스트 스토어 웨어니스
  • 컴퓨터 비전
• 업종
  • BFSI
  • 소매업 및 전자상거래
  • 전기통신
  • 제조업
  • 건강 관리 및 생명 과학
  • 에너지 및 유틸리티
  • 자동차, 운송, 물류
  • 정부 및 방어
  • 미디어 및 엔터테인먼트
  • 기타
• 지역
  • 북미
  • 유럽
  • 아시아 태평양 지역
  • 중동 및 아프리카
  • 라틴 아메리카

주요 게재 내용

• 시장 개요 및 업계 동향
• 자율형 AI 및 자율형 에이전트 시장: 오퍼링별
  • 하드웨어
    • 프로세서
    • RAM 및 저장 장치
    • 센서 및 입력 기기
    • 네트워크 연결
  • 소프트웨어
    • 자율 AI 에이전트
      • 로봇 에이전트
      • 컴퓨팅 에이전트
        • 소프트웨어 에이전트
        • 검색 에이전트
        • 학습 에이전트
        • 플래닝 에이전트
        • 대화형 에이전트
        • 지식 요원
        • 엔터테인먼트 에이전트
        • 기타 에이전트
      • 인공 생명 요원
    • 자율형 AI 및 자율형 에이전트 시장: 배포
      • 클라우드
      • 온프레미스
  • 서비스
    • 컨설팅 서비스
    • 배포 및 통합
  • 자율형 AI 및 자율형 에이전트 시장: 기술별
  • 자율형 AI 및 자율형 에이전트 시장: 지역별
    • 북미
    • 유럽
    • 아시아 태평양 지역
    • 중동 및 아프리카
    • 라틴 아메리카
  • 경쟁 환경
  • 기업 정보
  • 관련 시장
    • 생성 AI 시장
    • 대화형 AI 시장
  • 부록

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.

목차

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

9.3 EUROPE 205
9.3.1 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET DRIVERS 205
9.3.2 EUROPE: IMPACT OF RECESSION 206
TABLE 149 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 206
TABLE 150 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 207
TABLE 151 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2018–2022 (USD MILLION) 207
TABLE 152 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 207
TABLE 153 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 208
TABLE 154 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 208
TABLE 155 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2018–2022 (USD MILLION) 208
TABLE 156 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2023–2028 (USD MILLION) 208
TABLE 157 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2018–2022 (USD MILLION) 209
TABLE 158 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 209
TABLE 159 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2018–2022 (USD MILLION) 209
TABLE 160 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 209
TABLE 161 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 210
TABLE 162 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 210
TABLE 163 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2018–2022 (USD MILLION) 210
TABLE 164 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2023–2028 (USD MILLION) 211
TABLE 165 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 211
TABLE 166 EUROPE: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 212
9.3.3 UK 212
9.3.3.1 Investments and initiatives by government to promote market growth 212
9.3.4 GERMANY 213
9.3.4.1 Robust industrial base and technological expertise to contribute to market growth 213
9.3.5 FRANCE 213
9.3.5.1 Advancements and initiatives in autonomous AI and agents to foster market growth 213
9.3.6 ITALY 214
9.3.6.1 Technical advancements to boost market 214
9.3.7 SPAIN 214
9.3.7.1 Government-driven efforts to build favorable environment for market 214
9.3.8 REST OF EUROPE 214
9.4 ASIA PACIFIC 215
9.4.1 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET DRIVERS 215
9.4.2 ASIA PACIFIC: IMPACT OF RECESSION 215
FIGURE 41 ASIA PACIFIC: MARKET SNAPSHOT 216
TABLE 167 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 217
TABLE 168 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 217
TABLE 169 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2018–2022 (USD MILLION) 217
TABLE 170 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 218
TABLE 171 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 218
TABLE 172 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 218
TABLE 173 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2018–2022 (USD MILLION) 218
TABLE 174 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2023–2028 (USD MILLION) 219
TABLE 175 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2018–2022 (USD MILLION) 219
TABLE 176 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 219
TABLE 177 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2018–2022 (USD MILLION) 219
TABLE 178 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 220
TABLE 179 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 220
TABLE 180 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 220
TABLE 181 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2018–2022 (USD MILLION) 221
TABLE 182 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2023–2028 (USD MILLION) 221
TABLE 183 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 221
TABLE 184 ASIA PACIFIC: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 222
9.4.3 CHINA 222
9.4.3.1 AI development to solve real-world problems and drive economic growth 222
9.4.4 JAPAN 223
9.4.4.1 Japan’s aim to launch AI-driven autonomous ships to boost market 223
9.4.5 SOUTH KOREA 223
9.4.5.1 Innovation to harness potential of autonomous AI and agents 223
9.4.6 ASEAN 224
9.4.6.1 Rise in technological advancements and innovations to drive growth 224
9.4.7 INDIA 224
9.4.7.1 Indian companies to adopt AI-powered solutions 224
9.4.8 AUSTRALIA AND NEW ZEALAND 225
9.4.8.1 AI to transform country digitally 225
9.4.9 REST OF ASIA PACIFIC 225
9.5 MIDDLE EAST AND AFRICA 226
9.5.1 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENT MARKET DRIVERS 226
9.5.2 MIDDLE EAST AND AFRICA: IMPACT OF RECESSION 226
TABLE 185 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 227
TABLE 186 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 227
TABLE 187 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2018–2022 (USD MILLION) 227
TABLE 188 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 228
TABLE 189 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 228
TABLE 190 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 228
TABLE 191 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2018–2022 (USD MILLION) 228
TABLE 192 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2023–2028 (USD MILLION) 229
TABLE 193 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2018–2022 (USD MILLION) 229
TABLE 194 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 229
TABLE 195 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2018–2022 (USD MILLION) 229
TABLE 196 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 230
TABLE 197 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 230
TABLE 198 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 230
TABLE 199 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2018–2022 (USD MILLION) 231
TABLE 200 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2023–2028 (USD MILLION) 231
TABLE 201 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 231
TABLE 202 MIDDLE EAST AND AFRICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 232
9.5.3 KSA 232
9.5.3.1 Development of autonomous AI to create new economic opportunities 232
9.5.4 UAE 233
9.5.4.1 Demand for automation to fuel market growth 233
9.5.5 ISRAEL 233
9.5.5.1 Growing use of autonomous AI and agents for defense and security 233
9.5.6 TURKEY 233
9.5.6.1 Rapid technological adoption to drive economic prosperity 233
9.5.7 SOUTH AFRICA 234
9.5.7.1 AI and ML to change legal system in country 234
9.5.8 REST OF MIDDLE EAST AND AFRICA 234
9.6 LATIN AMERICA 235
9.6.1 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENT MARKET DRIVERS 235
9.6.2 LATIN AMERICA: IMPACT OF RECESSION 235
TABLE 203 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 236
TABLE 204 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 236
TABLE 205 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2018–2022 (USD MILLION) 236
TABLE 206 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 237
TABLE 207 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 237
TABLE 208 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 237
TABLE 209 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2018–2022 (USD MILLION) 237
TABLE 210 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SOFTWARE TYPE, 2023–2028 (USD MILLION) 238
TABLE 211 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2018–2022 (USD MILLION) 238
TABLE 212 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY DEPLOYMENT, 2023–2028 (USD MILLION) 238
TABLE 213 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2018–2022 (USD MILLION) 238
TABLE 214 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 239
TABLE 215 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 239
TABLE 216 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 239
TABLE 217 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2018–2022 (USD MILLION) 240
TABLE 218 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY ML TECHNOLOGY, 2023–2028 (USD MILLION) 240
TABLE 219 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 240
TABLE 220 LATIN AMERICA: AUTONOMOUS AI AND AUTONOMOUS AGENTS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 241
9.6.3 BRAZIL 241
9.6.3.1 Focus of government on AI to drive growth 241
9.6.4 MEXICO 242
9.6.4.1 Technological advancements and growing innovations to drive the adoption of autonomous AI and autonomous agents 242
9.6.5 REST OF LATIN AMERICA 242
10 COMPETITIVE LANDSCAPE 243
10.1 OVERVIEW 243
10.2 STRATEGIES ADOPTED BY KEY PLAYERS 243
TABLE 221 STRATEGIES ADOPTED BY KEY PLAYERS 243
10.3 REVENUE ANALYSIS 244
FIGURE 42 REVENUE ANALYSIS FOR KEY COMPANIES, 2018–2022 244
10.4 MARKET SHARE ANALYSIS 245
FIGURE 43 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2022 245
TABLE 222 AUTONOMOUS AI AND AUTONOMOUS AGENT MARKET: INTENSITY OF COMPETITIVE RIVALRY 245
10.5 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS 246
10.5.1 STARS 246
10.5.2 EMERGING LEADERS 246
10.5.3 PERVASIVE PLAYERS 246
10.5.4 PARTICIPANTS 246
FIGURE 44 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS, 2023 247
10.6 EVALUATION QUADRANT MATRIX FOR SMES/STARTUPS 248
10.6.1 PROGRESSIVE COMPANIES 248
10.6.2 RESPONSIVE COMPANIES 248
10.6.3 DYNAMIC COMPANIES 248
10.6.4 STARTING BLOCKS 248
FIGURE 45 EVALUATION QUADRANT MATRIX FOR SMES/STARTUPS, 2023 249
10.7 COMPETITIVE BENCHMARKING 250
TABLE 223 COMPETITIVE BENCHMARKING FOR KEY PLAYERS, 2023 250
TABLE 224 DETAILED LIST OF KEY SMES/STARTUPS 251
TABLE 225 COMPETITIVE BENCHMARKING OF SMES/STARTUPS, 2023 252
10.8 AUTONOMOUS AI AND AUTONOMOUS AGENT MARKET: PRODUCT LANDSCAPE 253
10.8.1 COMPARATIVE ANALYSIS OF AUTONOMOUS AI AND AUTONOMOUS AGENT PRODUCTS 253
TABLE 226 COMPARATIVE ANALYSIS OF AUTONOMOUS AI AND AUTONOMOUS AGENT PRODUCTS 253
10.8.2 AI AGENTS 254
10.8.2.1 Agent GPT 254
10.8.2.2 BabyAGI 254
10.8.2.3 AutoGPT 255
10.8.2.4 AgentLLM 255
10.8.2.5 Jarvis/HuggingGPT 255
10.8.2.6 Xircuits 255
10.8.2.7 MicroGPT 255
10.8.2.8 AutoGPT.js 256
10.8.2.9 SFighterAI 256
10.9 COMPETITIVE SCENARIO 256
10.9.1 PRODUCT LAUNCHES 256
TABLE 227 AUTONOMOUS AI AND AUTONOMOUS AGENT MARKET: PRODUCT LAUNCHES, 2020–2023 256
10.9.2 DEALS 258
TABLE 228 AUTONOMOUS AI AND AUTONOMOUS AGENT MARKET: DEALS, 2020–2023 258
10.9.3 OTHERS 259
TABLE 229 AUTONOMOUS AI AND AUTONOMOUS AGENT MARKET: OTHERS, 2020–2022 259
10.10 VALUATION AND FINANCIAL METRICS OF KEY AUTONOMOUS AI AND AUTONOMOUS AGENT VENDORS 260
FIGURE 46 VALUATION AND FINANCIAL METRICS OF KEY AUTONOMOUS AI AND AUTONOMOUS AGENT VENDORS 260
10.11 YTD PRICE TOTAL RETURN AND STOCK BETA OF KEY AUTONOMOUS AI AND AUTONOMOUS AGENT VENDORS 260
FIGURE 47 YTD PRICE TOTAL RETURN AND STOCK BETA OF KEY AUTONOMOUS AI AND AUTONOMOUS AGENT VENDORS 260
11 COMPANY PROFILES 261
11.1 INTRODUCTION 261
(Business overview, Products/Solutions/Services offered, Recent developments & MnM View)*
11.2 KEY PLAYERS 261
11.2.1 IBM 261
TABLE 230 IBM: BUSINESS OVERVIEW 262
FIGURE 48 IBM: FINANCIAL OVERVIEW 262
TABLE 231 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 263
TABLE 232 IBM: PRODUCT LAUNCHES 264
TABLE 233 IBM: DEALS 265
11.2.2 ORACLE 267
TABLE 234 ORACLE: BUSINESS OVERVIEW 267
FIGURE 49 ORACLE: COMPANY SNAPSHOT 268
TABLE 235 ORACLE: PRODUCTS OFFERED 268
TABLE 236 ORACLE: SERVICES OFFERED 269
TABLE 237 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 270
TABLE 238 ORACLE: DEALS 271
11.2.3 AWS 274
TABLE 239 AWS: BUSINESS OVERVIEW 274
FIGURE 50 AWS: COMPANY SNAPSHOT 274
TABLE 240 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 275
TABLE 241 AWS: PRODUCT LAUNCHES 276
TABLE 242 AWS: DEALS 277
TABLE 243 AWS: OTHERS 278
11.2.4 MICROSOFT 280
TABLE 244 MICROSOFT: BUSINESS OVERVIEW 280
FIGURE 51 MICROSOFT: COMPANY SNAPSHOT 281
TABLE 245 MICROSOFT: PRODUCTS OFFERED 281
TABLE 246 MICROSOFT: SERVICES OFFERED 282
TABLE 247 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 283
TABLE 248 MICROSOFT: DEALS 284
TABLE 249 MICROSOFT: OTHERS 288
11.2.5 ALPHABET (PARENT COMPANY) 289
11.2.5.1 Google 289
TABLE 250 GOOGLE: BUSINESS OVERVIEW 289
FIGURE 52 GOOGLE: COMPANY SNAPSHOT 290
TABLE 251 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 290
TABLE 252 GOOGLE: PRODUCT LAUNCHES 292
TABLE 253 GOOGLE: DEALS 293
TABLE 254 GOOGLE: OTHERS 294
11.2.5.2 Waymo 295
TABLE 255 WAYMO: BUSINESS OVERVIEW 295
TABLE 256 WAYMO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 295
TABLE 257 WAYMO: DEALS 296
11.2.5.3 DeepMind 297
TABLE 258 DEEPMIND: BUSINESS OVERVIEW 297
TABLE 259 DEEPMIND: PRODUCTS/SOLUTIONS/SERVICES OFFERED 297
TABLE 260 DEEPMIND: PRODUCT LAUNCHES 298
TABLE 261 DEEPMIND: DEALS 299
11.2.6 SALESFORCE 301
TABLE 262 SALESFORCE: BUSINESS OVERVIEW 301
FIGURE 53 SALESFORCE: COMPANY SNAPSHOT 302
TABLE 263 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 302
TABLE 264 SALESFORCE: PRODUCT LAUNCHES 303
TABLE 265 SALESFORCE: DEALS 305
11.2.7 SAP 307
TABLE 266 SAP: BUSINESS OVERVIEW 307
FIGURE 54 SAP: COMPANY SNAPSHOT 308
TABLE 267 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 308
TABLE 268 SAP: PRODUCT LAUNCHES 309
TABLE 269 SAP: DEALS 310
11.2.8 OPENAI 312
TABLE 270 OPENAI: BUSINESS OVERVIEW 312
TABLE 271 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 313
TABLE 272 OPENAI: PRODUCT LAUNCHES 313
TABLE 273 OPENAI: DEALS 314
11.2.9 NVIDIA 315
TABLE 274 NVIDIA: BUSINESS OVERVIEW 315
FIGURE 55 NVIDIA: FINANCIAL OVERVIEW 316
TABLE 275 NVIDIA: PRODUCTS OFFERED 316
TABLE 276 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS 317
TABLE 277 NVIDIA: DEALS 320
11.2.10 BAIDU 322
TABLE 278 BAIDU: BUSINESS OVERVIEW 322
FIGURE 56 BAIDU: COMPANY SNAPSHOT 322
TABLE 279 BAIDU: PRODUCTS/SOLUTIONS/SERVICES OFFERED 323
TABLE 280 BAIDU: PRODUCT LAUNCHES 323
TABLE 281 BAIDU: DEALS 325
11.2.11 SERVICENOW 326
TABLE 282 SERVICENOW: BUSINESS OVERVIEW 326
FIGURE 57 SERVICENOW: COMPANY SNAPSHOT 327
TABLE 283 SERVICENOW: PRODUCTS/SOLUTIONS/SERVICES OFFERED 327
TABLE 284 SERVICENOW: PRODUCT LAUNCHES 328
TABLE 285 SERVICENOW: DEALS 329
11.2.12 H2O.AI 331
TABLE 286 H2O.AI: BUSINESS OVERVIEW 331
TABLE 287 H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 331
TABLE 288 H2O.AI: PRODUCT LAUNCHES 332
TABLE 289 H2O.AI: DEALS 332
11.2.13 GENESYS 334
TABLE 290 GENESYS: BUSINESS OVERVIEW 334
TABLE 291 GENESYS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 334
TABLE 292 GENESYS: DEALS 335
11.2.14 AEROGILITY 336
TABLE 293 AEROGILITY: BUSINESS OVERVIEW 336
TABLE 294 AEROGILITY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 336
TABLE 295 AEROGILITY: PRODUCT LAUNCHES 337
TABLE 296 AEROGILITY: DEALS 337
11.2.15 KORE.AI 338
TABLE 297 KORE.AI: BUSINESS OVERVIEW 338
TABLE 298 KORE.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 338
TABLE 299 KORE.AI: PRODUCT LAUNCHES 339
TABLE 300 KORE.AI: DEALS 340
*Details on Business overview, Products/Solutions/Services offered, Recent developments & MnM View might not be captured in case of unlisted companies.
11.3 OTHER PLAYERS 342
11.3.1 FETCH.AI 342
11.3.2 AUTOMATION ANYWHERE 342
11.3.3 TECNOTREE 343
11.3.4 C3.AI 343
11.3.5 HELPSHIFT 344
11.3.6 ALGOTIVE 345
11.3.7 COGNOSYS 346
11.3.8 LEVEL AI 347
11.3.9 MOBILEYE 348
11.3.10 DEEPROUTE.AI 349
11.3.11 COGITO 350

11.3.12 UBER 351
11.3.13 ATTRI 352
12 ADJACENT AND RELATED MARKETS 353
12.1 ADJACENT AND RELATED MARKETS 353
12.1.1 INTRODUCTION 353
12.1.2 GENERATIVE AI MARKET—GLOBAL FORECAST TO 2028 353
12.1.2.1 Market definition 353
12.1.2.2 Market overview 353
TABLE 301 GLOBAL GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2019–2022 (USD MILLION, Y-O-Y %) 354
TABLE 302 GLOBAL GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %) 354
12.1.2.2.1 Generative AI market, by offering 354
TABLE 303 GENERATIVE AI MARKET, BY OFFERING, 2019–2022 (USD MILLION) 354
TABLE 304 GENERATIVE AI MARKET, BY OFFERING, 2023–2028 (USD MILLION) 355
12.1.2.2.2 Generative AI market, by application 355
TABLE 305 GENERATIVE AI MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 356
TABLE 306 GENERATIVE AI MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 357
12.1.2.2.3 Generative AI market, by vertical 358
TABLE 307 GENERATIVE AI MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 358
TABLE 308 GENERATIVE AI MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 359
12.1.2.2.4 Generative AI market, by region 359
TABLE 309 GENERATIVE AI MARKET, BY REGION, 2019–2022 (USD MILLION) 360
TABLE 310 GENERATIVE AI MARKET, BY REGION, 2023–2028 (USD MILLION) 360
12.1.3 CONVERSATIONAL AI MARKET—GLOBAL FORECAST TO 2028 360
12.1.3.1 Market definition 360
12.1.3.2 Market overview 360
12.1.3.2.1 Conversational AI market, by offering 361
TABLE 311 CONVERSATIONAL AI MARKET, BY OFFERING, 2018–2022 (USD MILLION) 361
TABLE 312 CONVERSATIONAL AI MARKET, BY OFFERING, 2023–2028 (USD MILLION) 361
12.1.3.2.2 Conversational AI market, by business function 361
TABLE 313 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 362
TABLE 314 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 362
12.1.3.2.3 Conversational AI market, by channel 362
TABLE 315 CONVERSATIONAL AI MARKET, BY CHANNEL, 2018–2022 (USD MILLION) 362
TABLE 316 CONVERSATIONAL AI MARKET, BY CHANNEL, 2023–2028 (USD MILLION) 363
12.1.3.2.4 Conversational AI market, by conversational interface 363
TABLE 317 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL INTERFACE, 2018–2022 (USD MILLION) 363
TABLE 318 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL INTERFACE, 2023–2028 (USD MILLION) 363
12.1.3.2.5 Conversational AI market, by technology 364
TABLE 319 CONVERSATIONAL AI MARKET BY TECHNOLOGY, 2018–2022 (USD MILLION) 364
TABLE 320 CONVERSATIONAL AI MARKET, TECHNOLOGY, 2023–2028 (USD MILLION) 364
12.1.3.2.6 Conversational AI market, by vertical 364
TABLE 321 CONVERSATIONAL AI MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 365
TABLE 322 CONVERSATIONAL AI MARKET BY VERTICAL, 2023–2028 (USD MILLION) 365
12.1.3.2.7 Conversational AI market, by region 366
TABLE 323 CONVERSATIONAL AI MARKET BY REGION, 2018–2022 (USD MILLION) 366
TABLE 324 CONVERSATIONAL AI MARKET, BY REGION, 2023–2028 (USD MILLION) 366
13 APPENDIX 367
13.1 DISCUSSION GUIDE 367
13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 372
13.3 CUSTOMIZATION OPTIONS 374
13.4 RELATED REPORTS 374
13.5 AUTHOR DETAILS 375