시장보고서
상품코드
1314344

세계의 인공지능(AI) 시장 예측(-2030년) : 제품별(하드웨어, 소프트웨어), 기술별(ML, NLP, 컴퓨터 비전), 비지니스 기능별, 업계별, 지역별

Artificial Intelligence (AI) Market by Offering (Hardware, Software), Technology (ML , NLP, Computer Vision), Business Function, Vertical, and Region - Global Forecast to 2030

발행일: | 리서치사: MarketsandMarkets | 페이지 정보: 영문 604 Pages | 배송안내 : 즉시배송


※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

인공지능 시장 규모는 2023년 1,502억 달러에서 2030년에는 1조 3,452억 달러로 성장하며, 예측 기간 중 연간 평균 성장률(CAGR)은 36.8%에 달할 것으로 예측되고 있습니다.

기업은 인공지능(AI)의 힘을 이용하여 업무 프로세스를 합리화하고, 비즈니스 데이터를 효율적으로 집약합니다. 인공지능은 광범위한 데이터를 활용하여 사용자의 검색 행동 패턴을 인식하고, 특정 상황에 기반해 보다 적절한 정보를 제공합니다. AI 기술의 끊임없는 진보와 디바이스의 사용량 증가에 의해 사용자는 더욱 더 개인화되고 맞춤화된 체험을 기대할 수 있습니다.

기술별로 인공지능 시장은 기계학습, NLP, 상황 인식, 컴퓨터 비전으로 구분됩니다. 기계학습은 인공지능 기술의 진보에서 중요한 역할을 담당하고 있습니다. 통계 모델과 알고리즘을 활용하고, 컴퓨터가 데이터로부터 자동적으로 학습하고, 복잡한 패턴을 식별하고, 데이터 구동형의 예측 및 의사결정을 시행할 수 있도록 합니다. 기계학습은 또한 AI 시스템에 이용 가능한 데이터에 기반하여 퍼포먼스를 적응, 개선, 최적화하는 힘을 주고, 지능형으로 자율적 동작을 가져옵니다. 그 결과, 예측 기간 중 기계학습 기술이 최대 시장 규모를 유지할 것으로 예측됩니다.

비지니스 기능별로 인공지능 시장은 재무, 보안, 인사, 마케팅·영업, 오퍼레이션, 공급망 관리, 법률로 구분됩니다. 인공지능 기술은 첨단 기계학습 알고리즘과 예측 분석을 활용하는 것으로 공급망 관리에 혁명을 가져옵니다. 공급망 관리에 인공지능을 응용하는 것으로 조직은 데이터 주도 의사결정, 루틴 태스크의 자동화, 리소스 배분의 최적화를 시행할 수 있으며, 최종적으로는 비용 절감, 생산성의 향상, 오늘날 복잡한 비즈니스 환경에서의 경쟁 우위성을 촉진할 수 있습니다. 예측 기간 중 공급망 관리는 가장 높은 CAGR로 성장할 것으로 예측됩니다.

북미가 인공지능 시장에서 최대 점유율을 차지할 것으로 추정됩니다. 북미에서 인공지능(AI)의 채택은 다양한 산업에서 큰 성장을 달성하고 있습니다. 기업은 기계학습, 자연언어처리(NLP), 컴퓨터 비전 등의 AI 기술을 활용하여 업무의 강화, 고객 경험의 향상, 혁신 추진을 도모하고 있습니다. 이 지역의 강고한 AI 에코시스템, 확립된 인프라, 풍부한 숙련 인재는 AI 도입에서 이 지역의 리더십에 기여하며, 눈부신 기술 진보와 대폭적인 경제성장을 촉진하고 있습니다.

세계의 인공지능(AI) 시장에 대해 조사했으며, 시장의 개요와 제품별, 기술별, 비지니스 기능별, 업계별, 지역별 동향 및 시장에 참여하는 기업의 개요 등을 제공하고 있습니다.

목차

제1장 서론

제2장 조사 방법

제3장 주요 요약

제4장 중요 인사이트

제5장 시장 개요와 업계 동향

  • 서론
  • 시장 역학
  • 윤리와 인공지능 개발의 영향
  • 인공지능에 대한 투자
  • 인공지능 시장에서의 인수
  • 인공지능 기술의 진화
  • 인공지능 시장의 에코시스템
  • 사례 연구 분석
  • 기술 분석
  • 밸류체인 분석
  • Porter's Five Forces 분석
  • 가격 모델 분석
  • 특허 분석
  • 주요 컨퍼런스와 이벤트
  • 관세와 규제 상황
  • 주요 이해관계자와 구입 기준
  • 인공지능 시장 바이어/클라이언트에 영향을 미치는 동향/혼란
  • 인공지능 시장에서의 베스트 프랙티스
  • 테크놀러지 로드맵
  • 비즈니스 모델

제6장 인공지능 시장, 제품별

  • 서론
  • 하드웨어
  • 소프트웨어
  • 서비스

제7장 인공지능 시장, 기술별

  • 서론
  • 기계학습
  • 자연언어처리
  • 상황 인식
  • 컴퓨터 비전

제8장 인공지능 시장, 비지니스 기능별

  • 서론
  • 인공지능 : 기업에서의 사용 사례
  • 재무
  • 보안
  • 인사
  • 법무
  • 마케팅 판매
  • 업무
  • 공급망 관리

제9장 인공지능 시장, 업계별

  • 서론
  • BFSI
  • 소매와 E-Commerce
  • 자동차, 운송, 물류
  • 정부와 방위
  • 헬스케어와 생명과학
  • 통신
  • 에너지와 유틸리티
  • 제조업
  • 농업
  • IT/ITES
  • 미디어와 엔터테인먼트
  • 기타

제10장 인공지능 시장, 지역별

  • 서론
  • 북미
  • 유럽
  • 아시아태평양
  • 중동 및 아프리카
  • 라틴아메리카

제11장 경쟁 구도

제12장 기업 개요

  • GOOGLE
  • MICROSOFT
  • IBM
  • ORACLE
  • AWS
  • INTEL
  • SALESFORCE
  • SAP
  • CISCO
  • META
  • HPE
  • SIEMENS
  • NVIDIA
  • BAIDU
  • SAS INSTITUTE
  • OPENAI
  • H20.AI
  • IFLYTEK
  • HUAWEI
  • ALIBABA CLOUD
  • GENERAL VISION
  • DARKTRACE
  • BLACKBERRY LIMITED
  • DIDI GLOBAL
  • FACE++
  • INBENTA
  • ANJU SOFTWARE
  • BUTTERFLY NETWORK
  • ATOMWISE
  • AIBRAIN
  • SK HYNIX
  • PROGRESS
  • PRECISIONHAWK
  • AGEAGLE AERIAL SYSTEM
  • NEURALA
  • TWITTER
  • AUREA SOFTWARE
  • PERSADO
  • 8X8
  • APPIER
  • GUMGUM
  • IPRO
  • GRAPHCORE
  • PREFERRED NETWORKS
  • APPLIED BRAIN RESEARCH
  • PILOT AI
  • IRIS AUTOMATION
  • GAMAYA
  • EC2CE
  • DESCARTES LABS
  • MYTHIC
  • ADA
  • MOSTLY AI
  • SENTIENT.IO
  • LUMEN5
  • AERA TECHNOLOGY
  • AI SUPERIOR
  • FOSFOR
  • INTRINSIC
  • JASPER
  • SOUNDFUL
  • WRITESONIC
  • ONE AI

제13장 인접 시장 및 관련 시장

제14장 부록

KSA 23.08.01

The artificial intelligence market size to grow from USD 150.2 billion in 2023 to USD 1,345.2 billion by 2030, at a Compound Annual Growth Rate (CAGR) of 36.8% during the forecast period. Businesses harness the power of artificial intelligence (AI) to streamline job processes and aggregate business data effectively. Artificial Intelligence utilizes extensive data to recognize patterns in users' search behaviors, providing them with more pertinent information based on their specific circumstances. With the continuous advancement of AI technology and the growing usage of devices, users can anticipate an increasingly personalized and customizable experience.

Based on technology Machine Learning to register for the largest market size during the forecast period

Based on technology, the artificial intelligence market is segmented into Machine Learning, NLP, Context Awareness, and Computer Vision. Machine learning plays a crucial role in advancing artificial intelligence technology. It leverages statistical models and algorithms to enable computers to automatically learn from data, identify complex patterns, and make data-driven predictions or decisions. Machine learning also empowers AI systems to adapt, improve, and optimize their performance based on available data, leading to intelligent and autonomous behavior. Consequently, during the forecast period, machine learning technology is anticipated to hold the largest market size.

The supply chain management segment to account for the highest CAGR during the forecast period

Based on business function, the artificial intelligence market is segmented into finance, security, human resources, marketing and sales, operations, supply chain management and law. Artificial intelligence technology revolutionizes supply chain management by leveraging advanced machine learning algorithms and predictive analytics. The application of artificial intelligence in supply chain management empowers organizations to make data-driven decisions, automate routine tasks, and optimize resource allocation, ultimately driving cost savings, improved productivity, and competitive advantage in today's complex business landscape. During the forecast period the supply chain management is anticipated to grow at the highest CAGR.

North America to account for the largest market size during the forecast period

North America is estimated to account for the largest share in the artificial intelligence market. The adoption of artificial intelligence (AI) in North America is experiencing significant growth across various industries. Companies are leveraging AI technologies such as machine learning, natural language processing (NLP), and computer vision to enhance operations, improve customer experiences, and drive innovation. The region's robust AI ecosystem, well-established infrastructure, and abundance of skilled talent contribute to its leadership in AI adoption, fostering remarkable technological advancements and substantial economic growth.

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 artificial intelligence market.

  • By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
  • By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Others: 40%
  • By Region: North America: 40%, Asia Pacific: 30%, Europe: 20%, Middle East & Africa: 5%, Latin America: 5%

The report includes the study of key players offering artificial intelligence. It profiles major vendors in the artificial intelligence market. The major players in the artificial intelligence market include Google (US), Microsoft (US), IBM (US), Oracle (US), AWS (US), Intel (US), Salesforce (US), SAP (Germany), Cisco (US), Meta (US), HPE (US), Siemens (Germany), Huawei (China), NVIDIA (US), Baidu (China), SAS Institute (US), OpenAI (US), H2O.ai (US), iFLYTEK (China), Alibaba Cloud (China), General Vision (US), Darktrace (UK), Blackberry Limited (Canada), DiDi Global (China), Face++ (China), Inbenta (US), Anju Software (US), Butterfly Network (US), Atomwise (US), AIBrain (US), SK Hynix (South Korea), Progress (US), PrecisionHawk (US), AgEagle Aerial System (US), Neurala (US), Twitter (US), Aurea Software (US), Persado (US), 8x8 (US), Appier (Taiwan), GumGum (US), IPRO (US), Graphcore (UK), Preferred Networks (Japan), Applied Brain Research (Canada), Pilot AI (US), Iris Automation (US), Gamaya (Switzerland), ec2ce (Spain), Descartes Labs (US), Mythic (US), Ada (Canada), Mostly AI (Austria), Sentient.io (Singapore), Lumen5 (Canada), AI Superior (Germany), Fosfor (India), Intrinsic (US), Jasper (US), Soundful (US), Writesonic (US), One AI (Israel).

Research Coverage

The market study covers the artificial intelligence market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as offering, technology, business function, 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 artificial intelligence market 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 (Growth in the adoption of autonomous artificial intelligence, Rising advancement and innovations in AI technology, Rising advancement in deep learning and growth of data based AI), restraints (Shortage of skilled AI professionals, Issues related with data availability and quality), opportunities (Rapid growth in the digital data form various sources, Rising investment in AI research and development by businesses and government), and challenges (Data privacy and security concerns, Concerns related to inaccurately and bias generated output) influencing the growth of the AI market
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the AI market across varied regions
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in AI market strategies; the report also helps stakeholders understand the pulse of the AI 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 Google (US), Microsoft (US), IBM (US), Oracle (US), AWS (US), Intel (US), Salesforce (US), and SAP (Germany), among others in the AI market.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS & EXCLUSIONS
  • 1.3 MARKET SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • 1.3.2 REGIONS COVERED
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
    • TABLE 1 USD EXCHANGE RATES, 2020-2022
  • 1.5 STAKEHOLDERS
  • 1.6 SUMMARY OF CHANGES
    • 1.6.1 IMPACT OF RECESSION

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 1 RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
    • TABLE 2 PRIMARY INTERVIEWS
      • 2.1.2.1 Breakup of primary profiles
      • 2.1.2.2 Key industry insights
  • 2.2 DATA TRIANGULATION
    • FIGURE 2 DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • FIGURE 3 TOP-DOWN AND BOTTOM-UP APPROACHES
    • 2.3.1 TOP-DOWN APPROACH
    • 2.3.2 BOTTOM-UP APPROACH
    • FIGURE 4 APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF ARTIFICIAL INTELLIGENCE
    • FIGURE 5 APPROACH 2 (BOTTOM-UP, SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF ARTIFICIAL INTELLIGENCE
    • FIGURE 6 APPROACH 3 (BOTTOM-UP, SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF ARTIFICIAL INTELLIGENCE
    • FIGURE 7 APPROACH 4 (BOTTOM-UP, DEMAND-SIDE): SHARE OF ARTIFICIAL INTELLIGENCE THROUGH OVERALL SPENDING
  • 2.4 MARKET FORECAST
    • TABLE 3 FACTOR ANALYSIS
  • 2.5 ASSUMPTIONS
  • 2.6 LIMITATIONS
  • 2.7 IMPLICATION OF RECESSION ON GLOBAL ARTIFICIAL INTELLIGENCE MARKET

3 EXECUTIVE SUMMARY

    • TABLE 4 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2017-2022 (USD MILLION, Y-O-Y GROWTH)
    • TABLE 5 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2023-2030 (USD MILLION, Y-O-Y GROWTH)
    • FIGURE 8 SOFTWARE TO BE DOMINANT ARTIFICIAL INTELLIGENCE MARKET IN 2023
    • FIGURE 9 ACCELERATORS TO DOMINATE ARTIFICIAL INTELLIGENCE HARDWARE MARKET IN 2023
    • FIGURE 10 GRAPHICS PROCESSING UNITS TO DOMINATE OVER OTHER PROCESSORS IN ARTIFICIAL INTELLIGENCE PROCESSORS IN 2023
    • FIGURE 11 PRE-TRAINED MODELS TO LEAD MARKET AMONG ARTIFICIAL INTELLIGENCE SOFTWARE TYPES IN 2023
    • FIGURE 12 CLOUD DEPLOYMENT TO ACCOUNT FOR LARGEST MARKET SIZE IN ARTIFICIAL INTELLIGENCE SOFTWARE DEPLOYMENT MARKET IN 2023
    • FIGURE 13 PROFESSIONAL SERVICES TO LEAD MARKET FOR ARTIFICIAL INTELLIGENCE SERVICES IN 2023
    • FIGURE 14 CONSULTING SERVICES TO BE LEADING PROFESSIONAL SERVICES MARKET FOR ARTIFICIAL INTELLIGENCE IN 2023
    • FIGURE 15 MACHINE LEARNING TO BE MOST PREFERRED TECHNOLOGY IN ARTIFICIAL INTELLIGENCE MARKET IN 2023
    • FIGURE 16 DEEP LEARNING TO DOMINATE AMONG MACHINE LEARNING TECHNOLOGIES IN ARTIFICIAL INTELLIGENCE MARKET IN 2023
    • FIGURE 17 NATURAL LANGUAGE UNDERSTANDING TO BE PREFERRED OVER GENERATION IN ARTIFICIAL INTELLIGENCE MARKET IN 2023
    • FIGURE 18 MARKETING & SALES TO BE LEADING BUSINESS FUNCTION IN ARTIFICIAL INTELLIGENCE MARKET IN 2023
    • FIGURE 19 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET IN 2023
    • FIGURE 20 NORTH AMERICA MARKET TO ACCOUNT FOR LARGEST SHARE IN 2023

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR ARTIFICIAL INTELLIGENCE MARKET PLAYERS
    • FIGURE 21 RISING INVESTMENTS IN ARTIFICIAL INTELLIGENCE RESEARCH & DEVELOPMENT TO DRIVE MARKET GROWTH
  • 4.2 OVERVIEW OF RECESSION IN GLOBAL ARTIFICIAL INTELLIGENCE MARKET
    • FIGURE 22 ARTIFICIAL INTELLIGENCE MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023
  • 4.3 ARTIFICIAL INTELLIGENCE MARKET, BY KEY BUSINESS FUNCTION
    • FIGURE 23 MARKETING & SALES BUSINESS FUNCTION TO ACCOUNT FOR LARGEST ARTIFICIAL INTELLIGENCE MARKET DURING FORECAST PERIOD
  • 4.4 ARTIFICIAL INTELLIGENCE MARKET, BY KEY OFFERING AND VERTICAL
    • FIGURE 24 SOFTWARE AND BFSI TO LEAD RESPECTIVE SEGMENTS IN ARTIFICIAL INTELLIGENCE MARKET IN 2023
  • 4.5 ARTIFICIAL INTELLIGENCE MARKET, BY REGION
    • FIGURE 25 NORTH AMERICA TO DOMINATE ARTIFICIAL INTELLIGENCE MARKET IN 2023

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 26 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: ARTIFICIAL INTELLIGENCE MARKET
    • 5.2.1 DRIVERS
      • 5.2.1.1 Growth in adoption of autonomous artificial intelligence
      • 5.2.1.2 Rise in technological advancements and innovations
      • 5.2.1.3 Advancements in deep learning and growth of data-based artificial intelligence
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Shortage of skilled artificial intelligence professionals
      • 5.2.2.2 Issues related to data availability and quality
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Rapid growth in digital data from various sources
      • 5.2.3.2 Rise in investment in research & development by businesses and governments
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Data privacy and security concerns
      • 5.2.4.2 Concerns related to bias and inaccurately generated output
  • 5.3 ETHICS AND IMPLICATIONS OF ARTIFICIAL INTELLIGENCE DEVELOPMENT
    • 5.3.1 BIAS AND FAIRNESS
    • 5.3.2 ACCOUNTABILITY AND TRUST
    • 5.3.3 IMPACT ON SOCIAL DYNAMICS
    • 5.3.4 PRIVACY AND SECURITY
    • 5.3.5 TRANSPARENCY AND EXPLAINABILITY
  • 5.4 INVESTMENTS IN ARTIFICIAL INTELLIGENCE
    • TABLE 6 MAJOR INVESTMENTS IN ARTIFICIAL INTELLIGENCE, 2019-2023
  • 5.5 ACQUISITIONS IN ARTIFICIAL INTELLIGENCE MARKET
    • TABLE 7 MAJOR ACQUISITIONS IN ARTIFICIAL INTELLIGENCE MARKET BETWEEN 2019 AND 2023
  • 5.6 EVOLUTION OF ARTIFICIAL INTELLIGENCE TECHNOLOGY
    • 5.6.1 MILESTONES OF ARTIFICIAL INTELLIGENCE
    • FIGURE 27 MILESTONES OF ARTIFICIAL INTELLIGENCE
    • 5.6.2 AUTONOMY LEVELS OF ARTIFICIAL INTELLIGENCE
      • 5.6.2.1 Weak artificial intelligence/Artificial Narrow Intelligence (ANI)
      • 5.6.2.2 Strong artificial intelligence
        • 5.6.2.2.1 Artificial General Intelligence (AGI)
        • 5.6.2.2.2 Artificial Super Intelligence (ASI)
  • 5.7 ARTIFICIAL INTELLIGENCE MARKET ECOSYSTEM
    • FIGURE 28 ARTIFICIAL INTELLIGENCE ECOSYSTEM (PART 1/2)
    • FIGURE 29 ARTIFICIAL INTELLIGENCE ECOSYSTEM (PART 2/2)
    • TABLE 8 ARTIFICIAL INTELLIGENCE MARKET: HARDWARE PROVIDERS
    • TABLE 9 ARTIFICIAL INTELLIGENCE MARKET: SOFTWARE PROVIDERS
    • TABLE 10 ARTIFICIAL INTELLIGENCE MARKET: PLATFORM PROVIDERS
    • TABLE 11 ARTIFICIAL INTELLIGENCE MARKET: NETWORK PROVIDERS
    • TABLE 12 ARTIFICIAL INTELLIGENCE MARKET: SECURITY PROVIDERS
    • TABLE 13 ARTIFICIAL INTELLIGENCE MARKET: SERVICE PROVIDERS
    • TABLE 14 ARTIFICIAL INTELLIGENCE MARKET: CLOUD PROVIDERS
  • 5.8 CASE STUDY ANALYSIS
    • 5.8.1 RETAIL & ECOMMERCE
      • 5.8.1.1 ASOS used Microsoft Azure's ML service to reduce time-to-market for recommendations model
      • 5.8.1.2 AWS' technologies helped Artfinder offer recommendations to customers
      • 5.8.1.3 Formosa Optical approached Appier to optimize customer satisfaction and unblock retail opportunity
    • 5.8.2 HEALTHCARE & LIFE SCIENCES
      • 5.8.2.1 Tamil Nadu eGovernance Agency (TNeGA) used an AI-based mobile app to enable screening of people for cataract
      • 5.8.2.2 Inspire used ML to connect millions of patients and caregivers on AWS
      • 5.8.2.3 UCSF Health leverages H2O document artificial intelligence to automate workflows in healthcare
    • 5.8.3 BFSI
      • 5.8.3.1 Humana used Watson Assistant to address customer queries
      • 5.8.3.2 PayPal collaborated with H2O.ai to improve fraud detection accuracy and decrease its time
      • 5.8.3.3 Vanguard Institutional utilized Persado to scale its personalization efforts for customer messages
    • 5.8.4 AGRICULTURE
      • 5.8.4.1 Biochemical company built digital solution to deliver accurate product recommendations using artificial intelligence
      • 5.8.4.2 Agrochemical company used precision farming solutions to predict mildew disease in crops
    • 5.8.5 MANUFACTURING
      • 5.8.5.1 Kia Motors America relied on artificial intelligence solutions from SAS to improve its customer satisfaction
      • 5.8.5.2 US-based Fortune 500 home appliances corporation approached Fosfor to improve its warranty and after-sales management
    • 5.8.6 CONSTRUCTION
      • 5.8.6.1 General Contractor leveraged ALICE on Silicon Valley Project to save millions
    • 5.8.7 EDUCATION
      • 5.8.7.1 NC State University leveraged Lumen5 to boost its online presence
    • 5.8.8 ENERGY & UTILITIES
      • 5.8.8.1 Kore.ai enabled energy company to enhance customer service with conversational AI
    • 5.8.9 AUTOMOTIVE
      • 5.8.9.1 Zoox approached AWS to boost development of self-driving cars
    • 5.8.10 TELECOM
      • 5.8.10.1 Vodafone utilized Persado's Motivation AI to develop creative campaigns through generative AI
    • 5.8.11 IT/ITES
      • 5.8.11.1 Twilio leveraged Aisera's generative AI technology and service to scale IT operations
  • 5.9 TECHNOLOGY ANALYSIS
    • 5.9.1 KEY TECHNOLOGIES
      • 5.9.1.1 Generative AI
      • 5.9.1.2 Conversational AI
      • 5.9.1.3 Autonomous AI & Autonomous Agent
      • 5.9.1.4 AutoML
      • 5.9.1.5 Causal AI
      • 5.9.1.6 Decision Intelligence
      • 5.9.1.7 MLOps
      • 5.9.1.8 Embedded AI
      • 5.9.1.9 Composite AI
    • 5.9.2 ADJACENT TECHNOLOGIES
      • 5.9.2.1 Predictive Analytics
      • 5.9.2.2 IoT
      • 5.9.2.3 Big Data
      • 5.9.2.4 Augmented Reality
      • 5.9.2.5 Virtual Reality
      • 5.9.2.6 Sensors and Robotics
  • 5.10 VALUE CHAIN ANALYSIS
    • FIGURE 30 ARTIFICIAL INTELLIGENCE: VALUE CHAIN ANALYSIS
  • 5.11 PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 31 ARTIFICIAL INTELLIGENCE MARKET: PORTER'S FIVE FORCES ANALYSIS
    • TABLE 15 ARTIFICIAL INTELLIGENCE MARKET: PORTER'S FIVE FORCES ANALYSIS
    • 5.11.1 THREAT OF NEW ENTRANTS
    • 5.11.2 THREAT OF SUBSTITUTES
    • 5.11.3 BARGAINING POWER OF SUPPLIERS
    • 5.11.4 BARGAINING POWER OF BUYERS
    • 5.11.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.12 PRICING MODEL ANALYSIS
    • 5.12.1 INDICATIVE PRICING OF KEY OFFERINGS
    • TABLE 16 PRICING ANALYSIS
    • 5.12.2 ARTIFICIAL INTELLIGENCE: AVERAGE SELLING PRICES
    • FIGURE 32 AVERAGE SELLING PRICES OF KEY COMPANIES (USD)
  • 5.13 PATENT ANALYSIS
    • 5.13.1 METHODOLOGY
    • 5.13.2 DOCUMENT TYPE
    • TABLE 17 PATENTS FILED, 2013-2023
    • 5.13.3 INNOVATION AND PATENT APPLICATIONS
    • FIGURE 33 ANNUAL NUMBER OF PATENTS GRANTED, 2013-2023
      • 5.13.3.1 Top applicants
    • FIGURE 34 TOP TEN PATENT APPLICANT COMPANIES, 2013-2023
    • TABLE 18 TOP 20 PATENT OWNERS IN MARKET, 2013-2023
    • TABLE 19 LIST OF MAJOR PATENTS IN ARTIFICIAL INTELLIGENCE MARKET, 2021-2023
    • TABLE 20 MOIT- REGIONAL ANALYSIS OF PATENTS GRANTED, 2013-2023
  • 5.14 KEY CONFERENCES AND EVENTS
    • TABLE 21 DETAILED LIST OF CONFERENCES AND EVENTS, 2023-2024
  • 5.15 TARIFF AND REGULATORY LANDSCAPE
    • 5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 22 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 23 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 24 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 25 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.15.2 NORTH AMERICA
      • 5.15.2.1 US
        • 5.15.2.1.1 California Consumer Privacy Act (CCPA)
        • 5.15.2.1.2 Health Insurance Portability and Accountability Act (HIPAA)
        • 5.15.2.1.3 Artificial Intelligence Risk Management Framework 1.0 (RMF)
      • 5.15.2.2 Canada
        • 5.15.2.2.1 Public Safety Canada Regulation
    • 5.15.3 EUROPE
      • 5.15.3.1 General Data Protection Regulation (GDPR)
      • 5.15.3.2 EU Regulatory Framework for AI
    • 5.15.4 ASIA PACIFIC
      • 5.15.4.1 South Korea
        • 5.15.4.1.1 Personal Information Protection Act (PIPA)
      • 5.15.4.2 China
      • 5.15.4.3 India
    • 5.15.5 MIDDLE EAST & AFRICA
      • 5.15.5.1 UAE
        • 5.15.5.1.1 UAE AI Regulations
      • 5.15.5.2 KSA
        • 5.15.5.2.1 Saudi Arabia National AI Strategy
      • 5.15.5.3 Bahrain
        • 5.15.5.3.1 Bahrain AI Ethics Framework
    • 5.15.6 LATIN AMERICA
      • 5.15.6.1 Brazil
        • 5.15.6.1.1 Brazil's General Data Protection Law
      • 5.15.6.2 Mexico
        • 5.15.6.2.1 Mexico's National Artificial Intelligence Strategy
  • 5.16 KEY STAKEHOLDERS AND BUYING CRITERIA
    • 5.16.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 35 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
    • TABLE 26 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS
    • 5.16.2 BUYING CRITERIA
    • FIGURE 36 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
    • TABLE 27 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • 5.17 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN ARTIFICIAL INTELLIGENCE MARKET
    • FIGURE 37 ARTIFICIAL INTELLIGENCE MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
  • 5.18 BEST PRACTICES IN ARTIFICIAL INTELLIGENCE MARKET
  • 5.19 TECHNOLOGY ROADMAP
    • TABLE 28 TECHNOLOGY ROADMAP OF ARTIFICIAL INTELLIGENCE MARKET
  • 5.20 BUSINESS MODELS
    • FIGURE 38 BUSINESS MODELS OF ARTIFICIAL INTELLIGENCE MARKET

6 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • 6.1.1 OFFERING: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • FIGURE 39 ARTIFICIAL INTELLIGENCE SERVICES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 29 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 30 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
  • 6.2 HARDWARE
    • 6.2.1 RISE IN COMPETITION AMONG BUSINESSES
    • FIGURE 40 ACCELERATORS TO WITNESS HIGHEST CAGR IN ARTIFICIAL INTELLIGENCE HARDWARE MARKET
    • TABLE 31 ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
    • TABLE 32 ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
    • TABLE 33 HARDWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 34 HARDWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 6.2.2 ACCELERATORS
      • 6.2.2.1 Rise in demand for more optimized processing in artificial intelligence applications
    • TABLE 35 ACCELERATORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 36 ACCELERATORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 6.2.3 PROCESSORS
      • 6.2.3.1 Technological advancements pave way for smaller, more powerful, and more efficient chips
    • FIGURE 41 FIELD PROGRAMMABLE GATE ARRAYS TO BE FASTEST-GROWING ARTIFICIAL INTELLIGENCE PROCESSORS MARKET
    • TABLE 37 ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
    • TABLE 38 ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
    • TABLE 39 PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 40 PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.2.3.2 Microprocessing units
    • TABLE 41 MICROPROCESSING UNITS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 42 MICROPROCESSING UNITS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.2.3.3 Graphics processing units
    • TABLE 43 GRAPHICS PROCESSING UNITS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 44 GRAPHICS PROCESSING UNITS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.2.3.4 Field programmable gate arrays
    • TABLE 45 FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 46 FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.2.3.5 Other processors
    • TABLE 47 OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 48 OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030(USD MILLION)
    • 6.2.4 MEMORY
      • 6.2.4.1 Advancements in specialized solutions in AI
    • TABLE 49 MEMORY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 50 MEMORY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 6.2.5 NETWORK
      • 6.2.5.1 Need to offer seamless communication between various components within network
    • TABLE 51 NETWORK: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 52 NETWORK: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
  • 6.3 SOFTWARE
    • 6.3.1 ARTIFICIAL INTELLIGENCE SOFTWARE SYNTHESIZES DATA FOR COMPUTERS TO PERFORM COMPLEX OPERATIONS
    • FIGURE 42 PRE-TRAINED MODELS SEGMENT TO BE LARGEST MARKET DURING FORECAST PERIOD
    • TABLE 53 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2017-2022 (USD MILLION)
    • TABLE 54 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2023-2030 (USD MILLION)
    • TABLE 55 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 56 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 6.3.2 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE
      • 6.3.2.1 Pre-trained models
    • TABLE 57 PRE-TRAINED MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 58 PRE-TRAINED MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.3.2.2 Customizable AI
        • 6.3.2.2.1 Tailoring artificial intelligence models for specific requirements and enhanced performance
    • TABLE 59 CUSTOMIZABLE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 60 CUSTOMIZABLE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.3.2.3 Edge AI
        • 6.3.2.3.1 Need to deploy artificial intelligence algorithms directly on devices
    • TABLE 61 EDGE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 62 EDGE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.3.2.4 AI marketplaces
        • 6.3.2.4.1 Need to access and leverage wide range of artificial intelligence resources
    • TABLE 63 AI MARKETPLACES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 64 AI MARKETPLACES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 6.3.3 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT
    • FIGURE 43 CLOUD DEPLOYMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 65 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
    • TABLE 66 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
      • 6.3.3.1 On-premises
        • 6.3.3.1.1 Need for stringent data privacy and security policies
    • TABLE 67 ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 68 ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 6.3.3.2 Cloud
        • 6.3.3.2.1 Ability to offer flexibility in terms of resource allocation
    • TABLE 69 CLOUD: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 70 CLOUD: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
  • 6.4 SERVICES
    • 6.4.1 COMPLEX ALGORITHMS OF TECHNOLOGIES PROVIDING ONLINE AND OFFLINE SUPPORT SERVICES TO ARTIFICIAL INTELLIGENCE VENDORS
    • FIGURE 44 MANAGED SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 71 ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 72 ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
    • TABLE 73 SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 74 SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 6.4.2 PROFESSIONAL SERVICES
      • 6.4.2.1 Greater need for comprehensive support for deploying power of artificial solutions
    • FIGURE 45 SUPPORT & MAINTENANCE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 75 ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
    • TABLE 76 ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
    • TABLE 77 PROFESSIONAL SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 78 PROFESSIONAL SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
        • 6.4.2.1.1 Consulting services
    • TABLE 79 CONSULTING SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 80 CONSULTING SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
          • 6.4.2.1.1.1 Training & education
          • 6.4.2.1.1.2 Designing & testing
        • 6.4.2.1.2 Deployment & integration
    • TABLE 81 DEPLOYMENT & INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 82 DEPLOYMENT & INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
        • 6.4.2.1.3 Support & maintenance
    • TABLE 83 SUPPORT & MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 84 SUPPORT & MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 6.4.3 MANAGED SERVICES
      • 6.4.3.1 Ensuring seamless artificial intelligence infrastructure
    • TABLE 85 MANAGED SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 86 MANAGED SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)

7 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY

  • 7.1 INTRODUCTION
    • 7.1.1 TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • FIGURE 46 COMPUTER VISION TECHNOLOGY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 87 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 88 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
  • 7.2 MACHINE LEARNING
    • 7.2.1 RAPID GROWTH IN COMPUTATIONAL CAPABILITIES
    • FIGURE 47 REINFORCEMENT LEARNING TO BE FASTEST-GROWING MACHINE LEARNING TECHNOLOGY DURING FORECAST PERIOD
    • TABLE 89 ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 90 ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 91 MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 92 MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 7.2.2 DEEP LEARNING
    • TABLE 93 DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 94 DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 7.2.2.1 Convolutional Neural Networks (CNN)
      • 7.2.2.2 Recurrent Neural Networks (RNN)
        • 7.2.2.2.1 Generative Adversarial Networks (GAN)
        • 7.2.2.2.2 Transformers
          • 7.2.2.2.2.1 GPT 1
          • 7.2.2.2.2.2 GPT 2
          • 7.2.2.2.2.3 GPT 3
          • 7.2.2.2.2.4 GPT 4
          • 7.2.2.2.2.5 Large Language Model (LLM)
    • 7.2.3 SUPERVISED LEARNING
    • TABLE 95 SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 96 SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 7.2.4 UNSUPERVISED LEARNING
    • TABLE 97 UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 98 UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 7.2.5 REINFORCEMENT LEARNING
    • TABLE 99 REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 100 REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
  • 7.3 NATURAL LANGUAGE PROCESSING
    • 7.3.1 NEED TO PROCESS VAST AMOUNTS OF VOICE AND TEXT DATA FROM VARIOUS SOURCES
    • FIGURE 48 NATURAL LANGUAGE GENERATION TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 101 ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017-2022 (USD MILLION)
    • TABLE 102 ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023-2030 (USD MILLION)
    • TABLE 103 NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 104 NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
      • 7.3.1.1 Natural Language Understanding (NLU)
      • 7.3.1.2 Natural Language Generation (NLG)
  • 7.4 CONTEXT AWARENESS
    • 7.4.1 HIGHER NEED TO CREATE PERSONALIZED USER EXPERIENCE AND ENHANCE DECISION-MAKING
    • TABLE 105 CONTEXT AWARENESS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 106 CONTEXT AWARENESS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
  • 7.5 COMPUTER VISION
    • 7.5.1 GROWTH IN APPLICATION OF COMPUTER VISION TECHNOLOGY ACROSS VARIOUS VERTICALS
    • TABLE 107 COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 108 COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)

8 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION

  • 8.1 INTRODUCTION
    • 8.1.1 BUSINESS FUNCTION: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • FIGURE 49 SUPPLY CHAIN MANAGEMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 109 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
    • TABLE 110 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
  • 8.2 ARTIFICIAL INTELLIGENCE: ENTERPRISE USE CASES
  • 8.3 FINANCE
    • 8.3.1 ABILITY TO PROVIDE REAL-TIME ANALYSIS OF CUSTOMER DEMOGRAPHICS
    • TABLE 111 FINANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 112 FINANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 8.3.2 AI IN ACCOUNTING
    • 8.3.3 AI IN PAYROLL
    • 8.3.4 AI IN FINANCIAL PLANNING & ANALYSIS
    • 8.3.5 OTHER FINANCE FUNCTIONS
  • 8.4 SECURITY
    • 8.4.1 ENSURING CONFIDENTIALITY OF CRITICAL BUSINESS DATA WITH RAPID ADOPTION OF ARTIFICIAL INTELLIGENCE
    • TABLE 113 SECURITY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 114 SECURITY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 8.4.2 IDENTITY & ACCESS MANAGEMENT
    • 8.4.3 RISK & COMPLIANCE MANAGEMENT
    • 8.4.4 ENCRYPTION
    • 8.4.5 DATA LOSS PREVENTION
    • 8.4.6 UNIFIED THREAT MANAGEMENT
    • 8.4.7 ANTIVIRUS/ANTIMALWARE
    • 8.4.8 INTRUSION DETECTION/PREVENTION SYSTEMS
    • 8.4.9 OTHER SECURITY FUNCTIONS
  • 8.5 HUMAN RESOURCES
    • 8.5.1 NEED TO OFFER PERSONALIZED TRAINING RECOMMENDATIONS BASED ON INDIVIDUAL SKILL GAPS
    • TABLE 115 HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 116 HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 8.5.2 VIRTUAL ASSISTANT
    • 8.5.3 APPLICANT TRACKING & ASSESSMENT
    • 8.5.4 PERSONALIZED LEARNING & DEVELOPMENT
    • 8.5.5 HR ANALYTICS
    • 8.5.6 RECOMMENDATION ENGINE
    • 8.5.7 SENTIMENT ANALYSIS
    • 8.5.8 OTHER HUMAN RESOURCE FUNCTIONS
  • 8.6 LAW
    • 8.6.1 PROVIDING EFFICIENT AND INNOVATIVE LEGAL ADVICE ON TECHNOLOGIES
    • TABLE 117 LAW: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 118 LAW: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 8.6.2 EDISCOVERY
    • 8.6.3 LEGAL RESEARCH
    • 8.6.4 CONTRACT ANALYSIS
    • 8.6.5 CASE PREDICTION
    • 8.6.6 COMPLIANCE
    • 8.6.7 OTHER LAW FUNCTIONS
  • 8.7 MARKETING & SALES
    • 8.7.1 NEED TO FORECAST CUSTOMER PREFERENCES AND BEHAVIOR
    • TABLE 119 MARKETING & SALES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 120 MARKETING & SALES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 8.7.2 SOCIAL MEDIA ADVERTISING
    • 8.7.3 SEARCH ADVERTISING
    • 8.7.4 DYNAMIC PRICING
    • 8.7.5 VIRTUAL ASSISTANT
    • 8.7.6 CONTENT CURATION
    • 8.7.7 SALES & MARKETING AUTOMATION
    • 8.7.8 OPTIMIZING SALES & MARKETING STRATEGIES
    • 8.7.9 OTHER MARKETING & SALES FUNCTIONS
  • 8.8 OPERATIONS
    • 8.8.1 ABILITY TO ENHANCE EFFICIENCY AND OPTIMIZE RESOURCE UTILIZATION
    • TABLE 121 OPERATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 122 OPERATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 8.8.2 PROJECT MANAGEMENT
    • 8.8.3 PROCESS AUTOMATION
    • 8.8.4 INTELLIGENT DOCUMENT PROCESSING
    • 8.8.5 RESOURCE OPTIMIZATION
    • 8.8.6 PROCESS MONITORING & CONTROL
    • 8.8.7 OTHER OPERATIONAL FUNCTIONS
  • 8.9 SUPPLY CHAIN MANAGEMENT
    • 8.9.1 DEMAND FROM BUSINESSES TO ACHIEVE END-TO-END VISIBILITY AND OPTIMIZE PROCESSES
    • TABLE 123 SUPPLY CHAIN MANAGEMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 124 SUPPLY CHAIN MANAGEMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 8.9.2 SUPPLY CHAIN VISIBILITY
    • 8.9.3 SUPPLIER MANAGEMENT
    • 8.9.4 WAREHOUSE MANAGEMENT
    • 8.9.5 INVENTORY OPTIMIZATION
    • 8.9.6 DEMAND FORECASTING
    • 8.9.7 OTHERS SUPPLY MANAGEMENT FUNCTIONS

9 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL

  • 9.1 INTRODUCTION
    • 9.1.1 VERTICAL: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • FIGURE 50 HEALTHCARE & LIFE SCIENCES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 125 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 126 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
  • 9.2 BFSI
    • 9.2.1 RAPID ADOPTION OF ADVANCED ALGORITHMS AND DATA ANALYSIS
    • TABLE 127 BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 128 BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.2.2 BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 129 BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 130 BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.2.3 FRAUD DETECTION & PREVENTION
    • 9.2.4 RISK ASSESSMENT & MANAGEMENT
    • 9.2.5 ALGORITHMIC TRADING
    • 9.2.6 CREDIT SCORING & UNDERWRITING
    • 9.2.7 CUSTOMER SERVICE AUTOMATION
    • 9.2.8 PERSONALIZED FINANCIAL RECOMMENDATION
    • 9.2.9 INVESTMENT PORTFOLIO MANAGEMENT
    • 9.2.10 REGULATORY COMPLIANCE MONITORING
    • 9.2.11 OTHER BFSI APPLICATIONS
  • 9.3 RETAIL & ECOMMERCE
    • 9.3.1 DEMAND FOR PERSONALIZED SHOPPING EXPERIENCE AND ENHANCE CUSTOMER SATISFACTION
    • TABLE 131 RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 132 RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.3.2 RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 133 RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 134 RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.3.3 PERSONALIZED PRODUCT RECOMMENDATION
    • 9.3.4 CUSTOMER RELATIONSHIP MANAGEMENT
    • 9.3.5 VISUAL SEARCH
    • 9.3.6 VIRTUAL CUSTOMER ASSISTANT
    • 9.3.7 PRICE OPTIMIZATION
    • 9.3.8 PAYMENT SERVICE MANAGEMENT
    • 9.3.9 SUPPLY CHAIN MANAGEMENT & DEMAND PLANNING
    • 9.3.10 VIRTUAL STORES
    • 9.3.11 OTHER RETAIL & ECOMMERCE APPLICATIONS
  • 9.4 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS
    • 9.4.1 HIGHER DEMAND FOR ENHANCED EFFICIENCY
    • TABLE 135 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 136 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.4.2 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 137 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 138 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.4.3 SEMI-AUTONOMOUS & AUTONOMOUS VEHICLES
    • 9.4.4 ROUTE OPTIMIZATION
    • 9.4.5 INTELLIGENT TRAFFIC MANAGEMENT
    • 9.4.6 DRIVER ASSISTANCE SYSTEM
    • 9.4.7 SMART LOGISTICS & WAREHOUSING
    • 9.4.8 SUPPLY CHAIN VISIBILITY & TRACKING
    • 9.4.9 FLEET MANAGEMENT
    • 9.4.10 VEHICLE DIAGNOSTICS AND TELEMATICS
    • 9.4.11 TRAFFIC PATTERN ANALYSIS
    • 9.4.12 OTHER AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS APPLICATIONS
  • 9.5 GOVERNMENT & DEFENSE
    • 9.5.1 INITIATIVES TAKEN BY GOVERNMENTS TO STRENGTHEN NATIONAL SECURITY
    • TABLE 139 GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 140 GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.5.2 GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 141 GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 142 GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.5.3 SMART TICKETING
    • 9.5.4 AUTONOMOUS SURVEILLANCE & MONITORING SYSTEMS
    • 9.5.5 LAW ENFORCEMENT
    • 9.5.6 INTELLIGENCE ANALYSIS & DATA PROCESSING
    • 9.5.7 BORDER SECURITY & SURVEILLANCE
    • 9.5.8 DISASTER RESPONSE & DISCOVERY ASSISTANCE
    • 9.5.9 UNMANNED UNDERWATER AND AERIAL VEHICLES
    • 9.5.10 EGOVERNANCE & DIGITAL CITY SERVICES
    • 9.5.11 OTHER GOVERNMENT & DEFENSE APPLICATIONS
  • 9.6 HEALTHCARE & LIFESCIENCES
    • 9.6.1 BURGEONING NEED TO ENHANCE HEALTHCARE OUTCOMES
    • TABLE 143 HEALTHCARE & LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 144 HEALTHCARE & LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.6.2 HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 145 HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 146 HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.6.3 PATIENT DATA & RISK ANALYSIS
    • 9.6.4 LIFESTYLE MANAGEMENT & MONITORING AND WEARABLES
    • 9.6.5 PRECISION MEDICINE
    • 9.6.6 INPATIENT CARE & HOSPITAL MANAGEMENT
    • 9.6.7 MEDICAL IMAGING & DIAGNOSTICS
    • 9.6.8 DRUG DISCOVERY
    • 9.6.9 ROBOTICS SURGERY & ASSISTANCE
    • 9.6.10 MEDICAL RESEARCH
    • 9.6.11 OTHER HEALTHCARE & LIFE SCIENCE APPLICATIONS
  • 9.7 TELECOM
    • 9.7.1 OPTIMIZED NETWORK PERFORMANCE AND PREVENTING NETWORK OUTAGES
    • TABLE 147 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 148 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.7.2 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 149 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 150 TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.7.3 NETWORK OPTIMIZATION
    • 9.7.4 NETWORK SECURITY
    • 9.7.5 CUSTOMER SERVICE & SUPPORT
    • 9.7.6 NETWORK ANALYTICS
    • 9.7.7 INTELLIGENT CALL ROUTING
    • 9.7.8 NETWORK FAULT PREDICTION
    • 9.7.9 VIRTUAL NETWORK ASSISTANT
    • 9.7.10 VOICE & SPEECH RECOGNITION
    • 9.7.11 OTHER TELECOM APPLICATIONS
  • 9.8 ENERGY & UTILITIES
    • 9.8.1 EFFICIENT ENERGY UTILIZATION AND COST SAVINGS
    • TABLE 151 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 152 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.8.2 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 153 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 154 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.8.3 ENERGY DEMAND FORECASTING
    • 9.8.4 GRID OPTIMIZATION & MANAGEMENT
    • 9.8.5 ENERGY CONSUMPTION ANALYTICS
    • 9.8.6 SMART METERING & ENERGY DATA MANAGEMENT
    • 9.8.7 ENERGY STORAGE OPTIMIZATION
    • 9.8.8 REAL-TIME ENERGY MONITORING & CONTROL
    • 9.8.9 POWER QUALITY MONITORING & MANAGEMENT
    • 9.8.10 ENERGY TRADING & MARKETING FORECASTING
    • 9.8.11 INTELLIGENT ENERGY MANAGEMENT SYSTEMS
    • 9.8.12 OTHER ENERGY & UTILITY APPLICATIONS
  • 9.9 MANUFACTURING
    • 9.9.1 ADOPTION OF INTELLIGENT SYSTEMS TO AUTOMATE AND OPTIMIZE OPERATIONS
    • TABLE 155 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 156 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.9.2 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 157 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 158 MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.9.3 MATERIAL MOVEMENT MANAGEMENT
    • 9.9.4 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION
    • 9.9.5 PRODUCTION PLANNING
    • 9.9.6 QUALITY CONTROL
    • 9.9.7 PRODUCTION LINE OPTIMIZATION
    • 9.9.8 INTELLIGENT INVENTORY MANAGEMENT
    • 9.9.9 AUTONOMOUS ROBOTICS
    • 9.9.10 OTHERS MANUFACTURING APPLICATIONS
  • 9.10 AGRICULTURE
    • 9.10.1 INCREASE IN POTENTIAL TO MITIGATE ENVIRONMENTAL IMPACT
    • TABLE 159 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 160 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.10.2 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 161 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 162 AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.10.3 CROP MONITORING & YIELD PREDICTION
    • 9.10.4 PRECISION FARMING
    • 9.10.5 SOIL ANALYSIS & NUTRIENT MANAGEMENT
    • 9.10.6 PEST & DISEASE DETECTION
    • 9.10.7 IRRIGATION OPTIMIZATION & WATER MANAGEMENT
    • 9.10.8 AUTOMATED HARVESTING & SORTING
    • 9.10.9 WEED DETECTION & MANAGEMENT
    • 9.10.10 WEATHER & CLIMATE MONITORING
    • 9.10.11 LIVESTOCK MONITORING & HEALTH MANAGEMENT
    • 9.10.12 OTHER AGRICULTURAL APPLICATIONS
  • 9.11 IT/ITES
    • 9.11.1 RISE IN OPPORTUNITIES TO ENHANCE CUSTOMER EXPERIENCES AND DRIVE COMPETITIVE ADVANTAGE
    • TABLE 163 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 164 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.11.2 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 165 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 166 IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.11.3 AUTOMATED CODE GENERATION & OPTIMIZATION
    • 9.11.4 AUTOMATED IT ASSET MANAGEMENT
    • 9.11.5 IT TICKETING & SUPPORT AUTOMATION
    • 9.11.6 INTELLIGENT DATA BACKUP & RECOVERY
    • 9.11.7 IT SERVICE MANAGEMENT AUTOMATION
    • 9.11.8 AUTOMATED SOFTWARE TESTING & QUALITY ASSURANCE
    • 9.11.9 OTHER IT/ITES APPLICATIONS
  • 9.12 MEDIA & ENTERTAINMENT
    • 9.12.1 RISE IN NEED TO UNDERSTAND AND CATER TO INDIVIDUAL PREFERENCES AND BEHAVIORS
    • TABLE 167 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 168 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • 9.12.2 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION
    • TABLE 169 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 170 MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • 9.12.3 CONTENT RECOMMENDATION SYSTEMS
    • 9.12.4 CONTENT CREATION & GENERATION
    • 9.12.5 CONTENT COPYRIGHT PROTECTION
    • 9.12.6 AUDIENCE ANALYTICS AND SEGMENTATION
    • 9.12.7 PERSONALIZED ADVERTISING
    • 9.12.8 OTHER MEDIA & ENTERTAINMENT APPLICATIONS
  • 9.13 OTHER VERTICALS
    • TABLE 171 OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 172 OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)

10 ARTIFICIAL INTELLIGENCE MARKET, BY REGION

  • 10.1 INTRODUCTION
    • FIGURE 51 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 52 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 173 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 174 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
  • 10.2 NORTH AMERICA
    • 10.2.1 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • 10.2.2 NORTH AMERICA: RECESSION IMPACT
    • FIGURE 53 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 175 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 176 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
    • TABLE 177 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
    • TABLE 178 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
    • TABLE 179 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
    • TABLE 180 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
    • TABLE 181 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017-2022 (USD MILLION)
    • TABLE 182 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023-2030 (USD MILLION)
    • TABLE 183 NORTH AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
    • TABLE 184 NORTH AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
    • TABLE 185 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 186 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
    • TABLE 187 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
    • TABLE 188 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
    • TABLE 189 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 190 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 191 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 192 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 193 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017-2022 (USD MILLION)
    • TABLE 194 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023-2030 (USD MILLION)
    • TABLE 195 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
    • TABLE 196 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
    • TABLE 197 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 198 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • TABLE 199 NORTH AMERICA: BFSI VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 200 NORTH AMERICA: BFSI VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 201 NORTH AMERICA: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 202 NORTH AMERICA: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 203 NORTH AMERICA: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 204 NORTH AMERICA: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 205 NORTH AMERICA: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 206 NORTH AMERICA: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 207 NORTH AMERICA: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 208 NORTH AMERICA: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 209 NORTH AMERICA: TELECOM VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 210 NORTH AMERICA: TELECOM VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 211 NORTH AMERICA: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 212 NORTH AMERICA: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 213 NORTH AMERICA: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 214 NORTH AMERICA: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 215 NORTH AMERICA: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 216 NORTH AMERICA: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 217 NORTH AMERICA: IT/ITES VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 218 NORTH AMERICA: IT/ITES VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 219 NORTH AMERICA: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 220 NORTH AMERICA: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 221 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 222 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2023-2030 (USD MILLION)
    • 10.2.3 US
      • 10.2.3.1 Growth initiatives by government and businesses
    • TABLE 223 US: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 224 US: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 225 US: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 226 US: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 227 US: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 228 US: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.2.4 CANADA
      • 10.2.4.1 Rise in adoption of technologies for research and innovation
    • TABLE 229 CANADA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 230 CANADA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
  • 10.3 EUROPE
    • 10.3.1 EUROPE: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • 10.3.2 EUROPE: RECESSION IMPACT
    • TABLE 231 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 232 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
    • TABLE 233 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
    • TABLE 234 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
    • TABLE 235 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
    • TABLE 236 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
    • TABLE 237 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017-2022 (USD MILLION)
    • TABLE 238 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023-2030 (USD MILLION)
    • TABLE 239 EUROPE: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
    • TABLE 240 EUROPE: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
    • TABLE 241 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 242 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
    • TABLE 243 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
    • TABLE 244 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
    • TABLE 245 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 246 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 247 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 248 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 249 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017-2022 (USD MILLION)
    • TABLE 250 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023-2030 (USD MILLION)
    • TABLE 251 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
    • TABLE 252 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
    • TABLE 253 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 254 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • TABLE 255 EUROPE: BFSI VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 256 EUROPE: BFSI VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 257 EUROPE: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 258 EUROPE: RETAIL & ECOMMERCE VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 259 EUROPE: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 260 EUROPE: AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 261 EUROPE: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 262 EUROPE: GOVERNMENT & DEFENSE VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 263 EUROPE: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 264 EUROPE: HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 265 EUROPE: TELECOM VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 266 EUROPE: TELECOM VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 267 EUROPE: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 268 EUROPE: ENERGY & UTILITIES VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 269 EUROPE: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 270 EUROPE: MANUFACTURING VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 271 EUROPE: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 272 EUROPE: AGRICULTURE VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 273 EUROPE: IT/ITES VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 274 EUROPE: IT/ITES VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 275 EUROPE: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 276 EUROPE: MEDIA & ENTERTAINMENT VERTICAL MARKET, BY APPLICATION, 2023-2030 (USD MILLION)
    • TABLE 277 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2017-2022 (USD MILLION)
    • TABLE 278 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2023-2030 (USD MILLION)
    • 10.3.3 UK
      • 10.3.3.1 Continuous investments and initiatives by government
    • TABLE 279 UK: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 280 UK: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 281 UK: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 282 UK: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 283 UK: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 284 UK: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.3.4 GERMANY
      • 10.3.4.1 Increase in need to prioritize artificial intelligence governance aligning with regulatory frameworks
    • TABLE 285 GERMANY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 286 GERMANY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.3.5 FRANCE
      • 10.3.5.1 Demand for improved efficiency and decision-making
    • TABLE 287 FRANCE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 288 FRANCE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.3.6 ITALY
      • 10.3.6.1 Adoption of sophisticated technologies with thriving startup ecosystem
    • TABLE 289 ITALY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 290 ITALY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.3.7 SPAIN
      • 10.3.7.1 Initiatives by government to promote widespread adoption of artificial intelligence
    • TABLE 291 SPAIN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 292 SPAIN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.3.8 NORDIC
      • 10.3.8.1 Venture capital investments with growing interest in development of artificial intelligence
    • 10.3.9 BALKANS
      • 10.3.9.1 Collaboration among industry, academia, and government to adopt front-line technologies
    • 10.3.10 REST OF EUROPE
  • 10.4 ASIA PACIFIC
    • 10.4.1 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • 10.4.2 ASIA PACIFIC: IMPACT OF RECESSION
    • FIGURE 54 ASIA PACIFIC: MARKET SNAPSHOT
    • TABLE 293 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 294 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
    • TABLE 295 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
    • TABLE 296 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
    • TABLE 297 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
    • TABLE 298 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
    • TABLE 299 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017-2022 (USD MILLION)
    • TABLE 300 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023-2030 (USD MILLION)
    • TABLE 301 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
    • TABLE 302 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
    • TABLE 303 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 304 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
    • TABLE 305 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
    • TABLE 306 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
    • TABLE 307 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 308 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 309 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 310 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 311 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017-2022 (USD MILLION)
    • TABLE 312 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023-2030 (USD MILLION)
    • TABLE 313 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
    • TABLE 314 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
    • TABLE 315 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 316 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • TABLE 317 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2017-2022 (USD MILLION)
    • TABLE 318 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2023-2030 (USD MILLION)
    • 10.4.3 CHINA
      • 10.4.3.1 Government initiatives and regulations in favor of AI development
    • TABLE 319 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 320 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 321 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 322 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 323 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 324 CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.4.4 JAPAN
      • 10.4.4.1 Government initiatives and industry collaborations
    • TABLE 325 JAPAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 326 JAPAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.4.5 SOUTH KOREA
      • 10.4.5.1 Government investments in artificial intelligence infrastructure to enhance citizen services
    • TABLE 327 SOUTH KOREA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 328 SOUTH KOREA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.4.6 INDIA
      • 10.4.6.1 Exploring generative AI for innovation and industry transformation
    • TABLE 329 INDIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 330 INDIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.4.7 AUSTRALIA & NEW ZEALAND
      • 10.4.7.1 Business experiment with applications of generative AI
    • TABLE 331 AUSTRALIA & NEW ZEALAND: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 332 AUSTRALIA & NEW ZEALAND: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.4.8 ASEAN
      • 10.4.8.1 Progress in adopting artificial technology
    • TABLE 333 ASEAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 334 ASEAN: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.4.9 REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    • 10.5.1 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • 10.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION
    • TABLE 335 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 336 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
    • TABLE 337 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
    • TABLE 338 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
    • TABLE 339 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
    • TABLE 340 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
    • TABLE 341 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017-2022 (USD MILLION)
    • TABLE 342 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023-2030 (USD MILLION)
    • TABLE 343 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
    • TABLE 344 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
    • TABLE 345 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 346 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
    • TABLE 347 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
    • TABLE 348 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
    • TABLE 349 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 350 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 351 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 352 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 353 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017-2022 (USD MILLION)
    • TABLE 354 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023-2030 (USD MILLION)
    • TABLE 355 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
    • TABLE 356 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
    • TABLE 357 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 358 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • TABLE 359 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 360 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2023-2030 (USD MILLION)
    • 10.5.3 ISRAEL
      • 10.5.3.1 Growth in application of artificial intelligence across various industry verticals
    • TABLE 361 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 362 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 363 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 364 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 365 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 366 ISRAEL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.5.4 KINGDOM OF SAUDI ARABIA
      • 10.5.4.1 Greater emphasis on artificial intelligence development across key industry verticals
    • TABLE 367 KINGDOM OF SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 368 KINGDOM OF SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.5.5 UAE
      • 10.5.5.1 Implementation of proactive strategies and establishing regulatory frameworks
    • TABLE 369 UAE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 370 UAE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.5.6 EGYPT
      • 10.5.6.1 Initiatives by government by collaborating with academia
    • TABLE 371 EGYPT: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 372 EGYPT: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.5.7 TURKEY
      • 10.5.7.1 Government fostering innovation to drive economic growth
    • TABLE 373 TURKEY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 374 TURKEY: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.5.8 SOUTH AFRICA
      • 10.5.8.1 Rapid adoption of advanced technologies by businesses country-wide
    • TABLE 375 SOUTH AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 376 SOUTH AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.5.9 REST OF THE MIDDLE EAST & AFRICA
  • 10.6 LATIN AMERICA
    • 10.6.1 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
    • 10.6.2 LATIN AMERICA: IMPACT OF RECESSION
    • TABLE 377 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 378 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
    • TABLE 379 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
    • TABLE 380 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
    • TABLE 381 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
    • TABLE 382 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
    • TABLE 383 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2017-2022 (USD MILLION)
    • TABLE 384 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2023-2030 (USD MILLION)
    • TABLE 385 LATIN AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
    • TABLE 386 LATIN AMERICA: ARTIFICIAL INTELLIGENCE SOFTWARE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
    • TABLE 387 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 388 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
    • TABLE 389 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
    • TABLE 390 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
    • TABLE 391 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 392 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 393 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 394 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 395 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2017-2022 (USD MILLION)
    • TABLE 396 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2023-2030 (USD MILLION)
    • TABLE 397 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
    • TABLE 398 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
    • TABLE 399 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 400 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • TABLE 401 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2017-2022 (USD MILLION)
    • TABLE 402 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY/REGION, 2023-2030 (USD MILLION)
    • 10.6.3 BRAZIL
      • 10.6.3.1 Rise in requirement to balance ethical use of technology
    • TABLE 403 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
    • TABLE 404 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
    • TABLE 405 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
    • TABLE 406 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
    • TABLE 407 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 408 BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.6.4 MEXICO
      • 10.6.4.1 Endeavoring to become digitally advanced country
    • TABLE 409 MEXICO: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 410 MEXICO: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.6.5 ARGENTINA
      • 10.6.5.1 Adoption of artificial intelligence to enhance processes and improve decision-making
    • TABLE 411 ARGENTINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 412 ARGENTINA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.6.6 CENTRAL AMERICA
      • 10.6.6.1 Rise in application of artificial intelligence to promote research and innovation
    • TABLE 413 CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 414 CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
    • 10.6.7 REST OF LATIN AMERICA

11 COMPETITIVE LANDSCAPE

  • 11.1 OVERVIEW
  • 11.2 KEY PLAYER STRATEGIES
    • TABLE 415 OVERVIEW OF STRATEGIES ADOPTED BY KEY VENDORS
  • 11.3 REVENUE ANALYSIS
    • 11.3.1 HISTORICAL REVENUE ANALYSIS
    • FIGURE 55 HISTORICAL REVENUE ANALYSIS OF TOP PLAYERS, 2020-2022 (USD MILLION)
  • 11.4 MARKET SHARE ANALYSIS
    • FIGURE 56 MARKET SHARE ANALYSIS FOR KEY COMPANIES, 2022
    • TABLE 416 ARTIFICIAL INTELLIGENCE MARKET: DEGREE OF COMPETITION
  • 11.5 COMPANY EVALUATION QUADRANT
    • 11.5.1 STARS
    • 11.5.2 EMERGING LEADERS
    • 11.5.3 PERVASIVE PLAYERS
    • 11.5.4 PARTICIPANTS
    • FIGURE 57 KEY ARTIFICIAL INTELLIGENCE MARKET PLAYERS, COMPANY EVALUATION QUADRANT, 2022
    • 11.5.5 COMPETITIVE BENCHMARKING
    • TABLE 417 ARTIFICIAL INTELLIGENCE MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022
  • 11.6 STARTUP/SME EVALUATION MATRIX
    • 11.6.1 PROGRESSIVE COMPANIES
    • 11.6.2 RESPONSIVE COMPANIES
    • 11.6.3 DYNAMIC COMPANIES
    • 11.6.4 STARTING BLOCKS
    • FIGURE 58 STARTUPS/SMES ARTIFICIAL INTELLIGENCE PLAYERS, COMPANY EVALUATION QUADRANT, 2022
    • 11.6.5 STARTUPS/SMES COMPETITIVE BENCHMARKING
    • TABLE 418 ARTIFICIAL INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
    • TABLE 419 ARTIFICIAL INTELLIGENCE MARKET: PRODUCT FOOTPRINT ANALYSIS OF STARTUPS/SME PLAYERS, 2023
  • 11.7 ARTIFICIAL INTELLIGENCE PRODUCT LANDSCAPE
    • TABLE 420 COMPARATIVE ANALYSIS OF HARDWARE PRODUCTS
    • TABLE 421 COMPARATIVE ANALYSIS OF SOFTWARE PRODUCTS
  • 11.8 COMPETITIVE SCENARIO AND TRENDS
    • 11.8.1 PRODUCT LAUNCHES
    • TABLE 422 PRODUCT LAUNCHES AND ENHANCEMENTS, 2019-2023
    • 11.8.2 DEALS
    • TABLE 423 DEALS, 2019-2023
  • 11.9 VALUATION AND FINANCIAL METRICS OF KEY ARTIFICIAL INTELLIGENCE VENDORS
    • FIGURE 59 VALUATION AND FINANCIAL METRICS OF KEY VENDORS, 2023
  • 11.10 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND STOCK BETA OF KEY ARTIFICIAL INTELLIGENCE VENDORS
    • FIGURE 60 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND STOCK BETA OF KEY VENDORS

12 COMPANY PROFILES

  • (Business Overview, Products/Solutions/Services offered, Recent Developments, MnM view, Key strengths, Strategic choices made, Weakness and competitive threats) **
  • 12.1 INTRODUCTION
  • 12.2 MAJOR PLAYERS
    • 12.2.1 GOOGLE
    • TABLE 424 GOOGLE: BUSINESS OVERVIEW
    • FIGURE 61 GOOGLE: COMPANY SNAPSHOT
    • TABLE 425 GOOGLE: PRODUCTS OFFERED
    • TABLE 426 GOOGLE: SERVICES OFFERED
    • TABLE 427 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 428 GOOGLE: DEALS
    • TABLE 429 GOOGLE: OTHERS
    • 12.2.2 MICROSOFT
    • TABLE 430 MICROSOFT: BUSINESS OVERVIEW
    • FIGURE 62 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 431 MICROSOFT: PRODUCTS OFFERED
    • TABLE 432 MICROSOFT: SERVICES OFFERED
    • TABLE 433 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 434 MICROSOFT: DEALS
    • 12.2.3 IBM
    • TABLE 435 IBM: BUSINESS OVERVIEW
    • FIGURE 63 IBM: COMPANY SNAPSHOT
    • TABLE 436 IBM: PRODUCTS OFFERED
    • TABLE 437 IBM: SERVICES OFFERED
    • TABLE 438 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 439 IBM: DEALS
    • 12.2.4 ORACLE
    • TABLE 440 ORACLE: BUSINESS OVERVIEW
    • FIGURE 64 ORACLE: COMPANY SNAPSHOT
    • TABLE 441 ORACLE: PRODUCTS OFFERED
    • TABLE 442 ORACLE: SERVICES OFFERED
    • TABLE 443 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 444 ORACLE: DEALS
    • 12.2.5 AWS
    • TABLE 445 AWS: BUSINESS OVERVIEW
    • FIGURE 65 AWS: COMPANY SNAPSHOT
    • TABLE 446 AWS: PRODUCTS OFFERED
    • TABLE 447 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 448 AWS: DEALS
    • TABLE 449 AWS: OTHERS
    • 12.2.6 INTEL
    • TABLE 450 INTEL: BUSINESS OVERVIEW
    • FIGURE 66 INTEL: COMPANY SNAPSHOT
    • TABLE 451 INTEL: PRODUCTS OFFERED
    • TABLE 452 INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 453 INTEL: DEALS
    • 12.2.7 SALESFORCE
    • TABLE 454 SALESFORCE: BUSINESS OVERVIEW
    • FIGURE 67 SALESFORCE: COMPANY SNAPSHOT
    • TABLE 455 SALESFORCE: PRODUCTS OFFERED
    • TABLE 456 SALESFORCE: SERVICES OFFERED
    • TABLE 457 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 458 SALESFORCE: DEALS
    • 12.2.8 SAP
    • TABLE 459 SAP: BUSINESS OVERVIEW
    • FIGURE 68 SAP: COMPANY SNAPSHOT
    • TABLE 460 SAP: PRODUCTS OFFERED
    • TABLE 461 SAP: SERVICES OFFERED
    • TABLE 462 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 463 SAP: DEALS
    • 12.2.9 CISCO
    • TABLE 464 CISCO: BUSINESS OVERVIEW
    • FIGURE 69 CISCO: COMPANY SNAPSHOT
    • TABLE 465 CISCO: PRODUCTS OFFERED
    • TABLE 466 CISCO: SERVICES OFFERED
    • TABLE 467 CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 468 CISCO: DEALS
    • 12.2.10 META
    • TABLE 469 META: BUSINESS OVERVIEW
    • FIGURE 70 META: COMPANY SNAPSHOT
    • TABLE 470 META: PRODUCTS OFFERED
    • TABLE 471 META: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 472 META: DEALS
    • 12.2.11 HPE
    • TABLE 473 HPE: BUSINESS OVERVIEW
    • FIGURE 71 HPE: COMPANY SNAPSHOT
    • TABLE 474 HPE: PRODUCTS OFFERED
    • TABLE 475 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 476 HPE: DEALS
    • 12.2.12 SIEMENS
    • TABLE 477 SIEMENS: BUSINESS OVERVIEW
    • FIGURE 72 SIEMENS: COMPANY SNAPSHOT
    • TABLE 478 SIEMENS: PRODUCTS OFFERED
    • TABLE 479 SIEMENS: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 480 SIEMENS: DEALS
    • 12.2.13 NVIDIA
    • TABLE 481 NVIDIA: BUSINESS OVERVIEW
    • FIGURE 73 NVIDIA: COMPANY SNAPSHOT
    • TABLE 482 NVIDIA: PRODUCTS OFFERED
    • TABLE 483 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 484 NVIDIA: DEALS
    • 12.2.14 BAIDU
    • TABLE 485 BAIDU: BUSINESS OVERVIEW
    • FIGURE 74 BAIDU: COMPANY SNAPSHOT
    • TABLE 486 BAIDU: PRODUCTS OFFERED
    • TABLE 487 BAIDU: SERVICES OFFERED
    • TABLE 488 BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 489 BAIDU: DEALS
    • 12.2.15 SAS INSTITUTE
    • TABLE 490 SAS INSTITUTE: BUSINESS OVERVIEW
    • TABLE 491 SAS INSTITUTE: PRODUCTS OFFERED
    • TABLE 492 SAS INSTITUTE: SERVICES OFFERED
    • TABLE 493 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 494 SAS INSTITUTE: DEALS
    • 12.2.16 OPENAI
    • TABLE 495 OPENAI: BUSINESS OVERVIEW
    • TABLE 496 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 497 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 498 OPENAI: DEALS
    • 12.2.17 H20.AI
    • TABLE 499 H2O.AI: BUSINESS OVERVIEW
    • TABLE 500 H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 501 PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 502 H2O.AI: DEALS
    • 12.2.18 IFLYTEK
    • TABLE 503 IFLYTEK: BUSINESS OVERVIEW
    • TABLE 504 IFLYTEK: PRODUCTS OFFERED
    • TABLE 505 IFLYTEK: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 506 IFLYTEK: DEALS
    • 12.2.19 HUAWEI
    • TABLE 507 HUAWEI: BUSINESS OVERVIEW
    • TABLE 508 HUAWEI: PRODUCTS OFFERED
    • TABLE 509 HUAWEI: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 510 HUAWEI: DEALS
    • 12.2.20 ALIBABA CLOUD
    • TABLE 511 ALIBABA CLOUD: BUSINESS OVERVIEW
    • TABLE 512 ALIBABA CLOUD: PRODUCTS OFFERED
    • TABLE 513 ALIBABA CLOUD: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 514 ALIBABA CLOUD: DEALS
  • *Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM view, Key strengths, Strategic choices made, Weakness and competitive threats might not be captured in case of unlisted companies.
  • 12.3 OTHER KEY PLAYERS
    • 12.3.1 GENERAL VISION
    • 12.3.2 DARKTRACE
    • 12.3.3 BLACKBERRY LIMITED
    • 12.3.4 DIDI GLOBAL
    • 12.3.5 FACE++
    • 12.3.6 INBENTA
    • 12.3.7 ANJU SOFTWARE
    • 12.3.8 BUTTERFLY NETWORK
    • 12.3.9 ATOMWISE
    • 12.3.10 AIBRAIN
    • 12.3.11 SK HYNIX
    • 12.3.12 PROGRESS
    • 12.3.13 PRECISIONHAWK
    • 12.3.14 AGEAGLE AERIAL SYSTEM
    • 12.3.15 NEURALA
    • 12.3.16 TWITTER
    • 12.3.17 AUREA SOFTWARE
    • 12.3.18 PERSADO
    • 12.3.19 8X8
    • 12.3.20 APPIER
    • 12.3.21 GUMGUM
    • 12.3.22 IPRO
    • 12.3.23 GRAPHCORE
    • 12.3.24 PREFERRED NETWORKS
    • 12.3.25 APPLIED BRAIN RESEARCH
    • 12.3.26 PILOT AI
    • 12.3.27 IRIS AUTOMATION
    • 12.3.28 GAMAYA
    • 12.3.29 EC2CE
    • 12.3.30 DESCARTES LABS
    • 12.3.31 MYTHIC
    • 12.3.32 ADA
    • 12.3.33 MOSTLY AI
    • 12.3.34 SENTIENT.IO
    • 12.3.35 LUMEN5
    • 12.3.36 AERA TECHNOLOGY
  • 12.4 STARTUPS
    • 12.4.1 AI SUPERIOR
    • 12.4.2 FOSFOR
    • 12.4.3 INTRINSIC
    • 12.4.4 JASPER
    • 12.4.5 SOUNDFUL
    • 12.4.6 WRITESONIC
    • 12.4.7 ONE AI

13 ADJACENT AND RELATED MARKETS

  • 13.1 ADJACENT AND RELATED MARKETS
    • 13.1.1 INTRODUCTION
    • 13.1.2 GENERATIVE AI MARKET - GLOBAL FORECAST TO 2028
      • 13.1.2.1 Market definition
      • 13.1.2.2 Market overview
    • TABLE 515 GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2019-2022 (USD MILLION, Y-O-Y)
    • TABLE 516 GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y)
        • 13.1.2.2.1 Generative AI market, by offering
    • TABLE 517 GENERATIVE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
    • TABLE 518 GENERATIVE AI MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • 13.1.2.2.2 Generative AI market, by application
    • TABLE 519 GENERATIVE AI MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
    • TABLE 520 GENERATIVE AI MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • 13.1.2.2.3 Generative AI market, by vertical
    • TABLE 521 GENERATIVE AI MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
    • TABLE 522 GENERATIVE AI MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • 13.1.2.2.4 Generative AI market, by region
    • TABLE 523 GENERATIVE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
    • TABLE 524 GENERATIVE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 13.1.3 CONVERSATIONAL AI MARKET - GLOBAL FORECAST TO 2028
      • 13.1.3.1 Market definition
      • 13.1.3.2 Market overview
        • 13.1.3.2.1 Conversational AI market, by offerings
    • TABLE 525 CONVERSATIONAL AI MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 526 CONVERSATIONAL AI MARKET BY OFFERING, 2023-2028 (USD MILLION)
        • 13.1.3.2.2 Conversational AI market, by business function
    • TABLE 527 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2018-2022 (USD MILLION)
    • TABLE 528 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2023-2028 (USD MILLION)
        • 13.1.3.2.3 Conversational AI market, By channel
    • TABLE 529 CONVERSATIONAL AI MARKET, BY CHANNEL, 2018-2022 (USD MILLION)
    • TABLE 530 CONVERSATIONAL AI MARKET, BY CHANNEL, 2023-2028 (USD MILLION)
        • 13.1.3.2.4 Conversational AI market, by conversational interface
    • TABLE 531 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL INTERFACE, 2018-2022 (USD MILLION)
    • TABLE 532 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL INTERFACE, 2023-2028 (USD MILLION)
        • 13.1.3.2.5 Conversational AI market, by technology
    • TABLE 533 CONVERSATIONAL AI MARKET, BY TECHNOLOGY, 2018-2022 (USD MILLION)
    • TABLE 534 CONVERSATIONAL AI MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • 13.1.3.2.6 Conversational AI market, by vertical
    • TABLE 535 CONVERSATIONAL AI MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 536 CONVERSATIONAL AI MARKET BY VERTICAL, 2023-2028 (USD MILLION)
        • 13.1.3.2.7 Conversational AI market, by region
    • TABLE 537 CONVERSATIONAL AI MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 538 CONVERSATIONAL AI MARKET, BY REGION, 2023-2028 (USD MILLION)

14 APPENDIX

  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
비교리스트
0 건의 상품을 선택 중
상품 비교하기
전체삭제