Artificial Intelligence (AI) Market by Offering (Discriminative AI, Generative AI, Hardware, Services), Technology (ML, NLP, Context-aware AI, Computer Vision), Business Function (Marketing & Sales, HR), Vertical and Region - Global Forecast to 2030

Artificial Intelligence (AI) Market by Offering (Discriminative AI, Generative AI, Hardware, Services), Technology (ML, NLP, Context-aware AI, Computer Vision), Business Function (Marketing & Sales, HR), Vertical and Region - Global Forecast to 2030



The artificial intelligence market is projected to grow from USD 214.6 billion in 2024 to USD 1,339.1 billion by 2030, at a compound annual growth rate (CAGR) of 35.7% during the forecast period. Market is anticipated to grow due to the advancement of deep learning and machine learning techniques, advances in computational capabilities and database availability and rising adoption of autonomous ai technologies.

“By business function, cybersecurity segment is expected to register the fastest market growth rate during the forecast period.”

The cybersecurity business function of the artificial intelligence (AI) market is poised for the fastest growth rate during the forecast period due to several key factors. Firstly, the escalating sophistication of cyber threats demands advanced AI solutions for threat detection, prevention, and response. Secondly, the increasing adoption of AI-driven security solutions by organizations across various sectors underscores the growing importance of cybersecurity. Additionally, regulatory compliance requirements further drive the demand for robust AI-based security measures. These factors combined are expected to fuel substantial growth in the cybersecurity business function of the AI market, outpacing other segments during the forecast period.

“by technology, machine learning segment is expected to account for the largest market share during the forecast period.”

The machine learning technology of the artificial intelligence market is poised to capture the largest market share during the forecast period due to several compelling factors. Its adaptability across diverse industries, from healthcare to finance, underscores its versatility and applicability. The exponential growth of big data fuels the demand for sophisticated algorithms capable of extracting meaningful insights. Additionally, advancements in hardware infrastructure, coupled with enhanced algorithms, empower machine learning models to tackle complex tasks with unprecedented efficiency. These converging factors position machine learning technology as the frontrunner, securing its status as the leader in the AI market landscape.

“By Region, Asia Pacific is slated to grow at the fastest rate and North America to have the largest market share during the forecast period.”

The Asia Pacific artificial intelligence market is expected to witness the fastest growth rate during the forecast period. Rapid urbanization and industrialization in countries like China and India are driving the demand for AI technologies across various sectors such as healthcare, manufacturing, and finance. Additionally, increasing investments in AI research and development by governments and private sector entities are fostering innovation and adoption. Moreover, the large pool of skilled IT professionals and the growing startup ecosystem in countries like China, India, and Singapore are contributing to the region's AI market growth. On the other hand, North America is poised to hold the largest market share, primarily attributed to the presence of leading AI companies, such as Google, Microsoft, and IBM, which are headquartered in the region. Furthermore, robust infrastructure, significant investments in AI research, and a supportive regulatory environment are propelling the growth of AI technologies in North America. Additionally, strong demand from sectors like healthcare, retail, and automotive is driving the adoption of AI solutions, further consolidating the region's market leadership.

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 – 37%, Tier II – 40%, and Tier III – 23%

By Designation: C-Level Executives – 30%, D-Level Executives – 48%, and others – 22%

By Region: North America – 30%, Europe – 24%, Asia Pacific – 27%, Middle East & Africa – 12%, and Latin America – 7%

The report includes the study of key players offering artificial intelligence solutions. It profiles major vendors in the artificial intelligence market. The major players in the artificial intelligence market include IBM (US), NVIDIA (US), OpenAI (US), Oracle (US), Meta (US), Microsoft (US), Google (US), AWS (US), Intel (US), Salesforce (US), SAP (Germany), Cisco (US), HPE (US), Siemens (Germany), Baidu (China), SAS Institute (US), AMD (US), Qualcomm (US), Huawei (China), Alibaba Cloud (China), C3 AI (US), HQE Systems (US), Appier (Taiwan), Dialpad (US), Anduril Industries (US), Adept (US), DeepL (Germany), Moveworks (US), Arrow AI (US), Anthropic (US), Observe.ai (US), Anyscale (US), Frame AI (US), Uizard (Denmark), Shield AI (US), Cohere (Canada), Writesonic (US), Arthur (US), Capacity (US), Spot AI (US), Inbenta (US), Glean (US), Jasper (US), Atomwise (US), H2O.AI (US), Inflection AI (US), Persado (US), Graphcore (UK), AI21 Labs (Israel), Scale AI (US), IRIS Automation (US), Gamaya (Switzerland), Synthesia (England), Mostly AI (Austria), Mythic (US), Character.ai (US), ADA (Canada), Sentient.io (Singapore), Lumen5 (Canada), Aera Technology (US), Metropolis (US), Cerebras (US), Hailo (Israel), Soundful (US), and One AI (Israel).

Research coverage

This research report categorizes the Artificial Intelligence Market by Offering (Hardware, Software and Services), Hardware (AI Accelerators, Processors, Memory, Networking Hardware), Software By Type (Discriminative AI [Classification Algorithms, Regression Algorithms, Deep Learning Platforms, Ensemble Methods] and Generative AI [Rule-Based Models, Statistical Models, Generative Adversarial Networks, Autoencoders, Convolutional Neural Networks, Transformer Models]), Software By Deployment Mode (Cloud and On-premises), Software By Code Automation (No-code AI, Low-code AI and Pro-code AI), By Services (Professional Services [Training & Consulting, System Integration & Implementation, and Support & Maintenance] and Managed Services), By Technology (Machine Learning, Natural Language Processing, Computer Vision, and Context-aware AI), By Business Function (Marketing & Sales, Human Resources, Finance & Accounting, Operations, and Cybersecurity), By Vertical (Media & Entertainment, Automotive, Transportation & Logistics, Manufacturing, Healthcare & Life Sciences, IT & ITeS, BFSI, Energy & Utilities, Retail & Ecommerce, Government & Defense, Agriculture, Telecommunications, and Other Verticals [Travel & Hospitality, Construction and Education]), and By Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the artificial intelligence market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the artificial intelligence market. Competitive analysis of upcoming startups in the artificial intelligence market ecosystem is covered in this report.

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 adoption of autonomous artificial intelligence, rise of deep learning and machine learning technologies, advancements in computing power and the availability of large databases), restraints (shortage of skilled artificial intelligence professionals, regulatory and legal implications of artificial intelligence, High initial investment and implementation costs), opportunities (growing adoption of cloud-based AI solutions, expansion of edge AI capabilities for real-time data processing and decision-making, advancements in generative AI to open new avenues for AI-powered content creation), and challenges (the lack of transparency and explainability in the decision-making process of AI, concerns related to bias and inaccurately generated output, integration challenges and lack of understanding of the state-of-the-art systems).

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

Market Development: Comprehensive information about lucrative markets – the report analyses the artificial intelligence market across varied regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the artificial intelligence market.

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like IBM (US), NVIDIA (US), OpenAI (US), Oracle (US), Meta (US), Microsoft (US), Google (US), AWS (US), Intel (US), Salesforce (US), SAP (Germany), Cisco (US), HPE (US), Siemens (Germany), Baidu (China), SAS Institute (US), AMD (US), Qualcomm (US), Huawei (China), Alibaba Cloud (China), C3 AI (US), HQE Systems (US), Appier (Taiwan), among others in the artificial intelligence market. The report also helps stakeholders understand the pulse of the artificial intelligence market and provides them with information on key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
        • Table ARTIFICIAL INTELLIGENCE MARKET: DETAILED SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table UNITED STATES DOLLAR EXCHANGE RATE, 2019–2023
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
      • IMPACT OF RECESSION
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • MARKET BREAKUP AND DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • RESEARCH ASSUMPTIONS
    • LIMITATIONS
    • IMPLICATIONS OF RECESSION ON ARTIFICIAL INTELLIGENCE MARKET
      • Table IMPACT OF RECESSION ON GLOBAL ARTIFICIAL INTELLIGENCE MARKET
  • EXECUTIVE SUMMARY
    • Table GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2019–2023 (USD BILLION, Y-O-Y %)
    • Table GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2024–2030 (USD BILLION, Y-O-Y %)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN ARTIFICIAL INTELLIGENCE MARKET
    • OVERVIEW OF RECESSION IN GLOBAL ARTIFICIAL INTELLIGENCE MARKET
    • ARTIFICIAL INTELLIGENCE MARKET: TOP THREE TECHNOLOGIES
    • NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING AND VERTICAL
    • ARTIFICIAL INTELLIGENCE MARKET, BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • ETHICS AND IMPLICATIONS OF ARTIFICIAL INTELLIGENCE DEVELOPMENT
      • BIAS AND FAIRNESS
      • ACCOUNTABILITY AND TRUST
      • IMPACT ON SOCIAL DYNAMICS
      • PRIVACY AND SECURITY
      • TRANSPARENCY AND EXPLAINABILITY
      • ENVIRONMENTAL IMPACT
    • EVOLUTION OF ARTIFICIAL INTELLIGENCE (AI) MARKET
    • ARTIFICIAL INTELLIGENCE AUTONOMY LEVELS
      • WEAK/NARROW ARTIFICIAL INTELLIGENCE
      • STRONG ARTIFICIAL INTELLIGENCE
    • SUPPLY CHAIN ANALYSIS
      • Table ARTIFICIAL INTELLIGENCE (AI) MARKET: SUPPLY CHAIN ANALYSIS
    • ECOSYSTEM ANALYSIS
      • Table ARTIFICIAL INTELLIGENCE (AI) MARKET: ECOSYSTEM
      • ARTIFICIAL INTELLIGENCE HARDWARE PROVIDERS
      • ARTIFICIAL INTELLIGENCE SOFTWARE PROVIDERS
      • ARTIFICIAL INTELLIGENCE PLATFORM PROVIDERS
      • ARTIFICIAL INTELLIGENCE NETWORK PROVIDERS
      • ARTIFICIAL INTELLIGENCE SECURITY PROVIDERS
      • ARTIFICIAL INTELLIGENCE SERVICE PROVIDERS
      • ARTIFICIAL INTELLIGENCE CLOUD PROVIDERS
    • INVESTMENT LANDSCAPE AND FUNDING SCENARIO
    • CASE STUDY ANALYSIS
      • HEALTHCARE & LIFE SCIENCES
      • MANUFACTURING
      • RETAIL & E-COMMERCE
      • TELECOMMUNICATIONS
      • BFSI
    • TECHNOLOGY ANALYSIS
      • KEY TECHNOLOGIES
      • COMPLEMENTARY TECHNOLOGIES
      • ADJACENT TECHNOLOGIES
    • TARIFF AND REGULATORY LANDSCAPE
      • TARIFF RELATED TO PROCESSORS AND CONTROLLERS (HSN: 854231)
        • Table TARIFF RELATED TO PROCESSORS AND CONTROLLERS (HSN: 854231), 2023
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATIONS: ARTIFICIAL INTELLIGENCE
    • PATENT ANALYSIS
      • METHODOLOGY
      • PATENTS FILED, BY DOCUMENT TYPE
        • Table PATENTS FILED, 2013–2023
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP 20 PATENT OWNERS IN ARTIFICIAL INTELLIGENCE MARKET, 2013–2023
        • Table LIST OF FEW PATENTS IN ARTIFICIAL INTELLIGENCE MARKET, 2022–2023
    • PRICING ANALYSIS
      • AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TECHNOLOGY
        • Table AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 TECHNOLOGIES (USD)
      • INDICATIVE PRICING ANALYSIS, BY OFFERING
        • Table INDICATIVE PRICING LEVELS OF GENERATIVE AI SOLUTIONS, BY OFFERING
    • TRADE ANALYSIS
      • EXPORT SCENARIO OF PROCESSORS AND CONTROLLERS
      • IMPORT SCENARIO OF PROCESSORS AND CONTROLLERS
    • KEY CONFERENCES AND EVENTS (2024–2025)
      • Table ARTIFICIAL INTELLIGENCE (AI) MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025
    • PORTER'S FIVE FORCES ANALYSIS
      • Table PORTERS' FIVE FORCES' IMPACT ON ARTIFICIAL INTELLIGENCE (AI) MARKET
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • ARTIFICIAL INTELLIGENCE MARKET TECHNOLOGY ROADMAP
    • ARTIFICIAL INTELLIGENCE BUSINESS MODELS
      • AI SAAS PRODUCT VENDOR
      • AI PLATFORM VENDOR
      • AI LICENSING AND INTELLECTUAL PROPERTY VENDOR
      • AI TECHNICAL CONSULTING VENDOR
      • AI MANAGEMENT CONSULTING VENDOR
      • AI RESEARCH AND DEVELOPMENT VENDOR
    • KEY STAKEHOLDERS & BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE VERTICALS
    • TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
      • TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
  • ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERING: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD BILLION)
    • HARDWARE
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2019–2023 (USD MILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2024–2030 (USD MILLION)
      • AI ACCELERATORS
        • Table AI ACCELERATORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table AI ACCELERATORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • PROCESSORS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2019–2023 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2024–2030 (USD MILLION)
        • Table GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table CENTRAL PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table CENTRAL PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • MEMORY
        • Table MEMORY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table MEMORY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • NETWORKING HARDWARE
        • Table NETWORKING HARDWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table NETWORKING HARDWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
    • SOFTWARE
      • SOFTWARE, BY TYPE
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2019–2023 (USD BILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2024–2030 (USD BILLION)
        • Table CLASSIFICATION ALGORITHMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table CLASSIFICATION ALGORITHMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table REGRESSION ALGORITHMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table REGRESSION ALGORITHMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table DEEP LEARNING PLATFORMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table DEEP LEARNING PLATFORMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table ENSEMBLE METHODS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table ENSEMBLE METHODS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table RULE-BASED GENERATIVE AI MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table RULE-BASED GENERATIVE AI MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table STATISTICAL-BASED GENERATIVE AI MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table STATISTICAL-BASED GENERATIVE AI MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table DEEP LEARNING GENERATIVE AI PLATFORMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table DEEP LEARNING GENERATIVE AI PLATFORMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table GENERATIVE ADVERSARIAL NETWORKS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table GENERATIVE ADVERSARIAL NETWORKS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table AUTOENCODERS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table AUTOENCODERS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table CONVOLUTIONAL NEURAL NETWORKS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table CONVOLUTIONAL NEURAL NETWORKS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table TRANSFORMER MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table TRANSFORMER MODELS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • SOFTWARE, BY DEPLOYMENT MODE
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD BILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD BILLION)
        • Table CLOUD: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table CLOUD: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
      • SOFTWARE, BY CODING AUTOMATION
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2019–2023 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2024–2030 (USD MILLION)
        • Table NO-CODE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table NO-CODE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table LOW-CODE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table LOW-CODE AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
    • SERVICES
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD MILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2024–2030 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
        • Table SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
        • Table TRAINING & CONSULTING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table TRAINING & CONSULTING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table SYSTEM INTEGRATION & DEPLOYMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SYSTEM INTEGRATION & DEPLOYMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table SUPPORT & MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SUPPORT & MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • MANAGED SERVICES
        • Table MANAGED SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table MANAGED SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019–2023 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024–2030 (USD BILLION)
    • MACHINE LEARNING
      • MACHINE LEARNING ALGORITHMS TO ENABLE SYSTEMS TO LEARN FROM DATA, ENHANCING THEIR ACCURACY AND EFFICIENCY
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2019–2023 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2024–2030 (USD BILLION)
      • SUPERVISED LEARNING
        • Table SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • UNSUPERVISED LEARNING
        • Table UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • REINFORCEMENT LEARNING
        • Table REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
    • NATURAL LANGUAGE PROCESSING
      • BUSINESSES TO LEVERAGE NLP TO ENHANCE CUSTOMER SERVICE THROUGH ADVANCED CHATBOTS AND VIRTUAL ASSISTANTS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2019–2023 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2024–2030 (USD BILLION)
      • NATURAL LANGUAGE UNDERSTANDING (NLU)
        • Table NATURAL LANGUAGE UNDERSTANDING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table NATURAL LANGUAGE UNDERSTANDING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • NATURAL LANGUAGE GENERATION
        • Table NATURAL LANGUAGE GENERATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table NATURAL LANGUAGE GENERATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
    • COMPUTER VISION
      • GROWING DEMAND FOR AUTOMATION, EFFICIENCY, AND ENHANCED DECISION-MAKING TO DRIVE ADOPTION OF COMPUTER VISION TECHNOLOGY
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY COMPUTER VISION, 2019–2023 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY COMPUTER VISION, 2024–2030 (USD BILLION)
      • OBJECT DETECTION
        • Table OBJECT DETECTION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table OBJECT DETECTION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • IMAGE CLASSIFICATION
        • Table IMAGE CLASSIFICATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table IMAGE CLASSIFICATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • SEMANTIC SEGMENTATION
        • Table SEMANTIC SEGMENTATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SEMANTIC SEGMENTATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • FACIAL RECOGNITION
        • Table FACIAL RECOGNITION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table FACIAL RECOGNITION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • OTHER COMPUTER VISION TECHNOLOGIES
        • Table OTHER COMPUTER VISION TECHNOLOGIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table OTHER COMPUTER VISION TECHNOLOGIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
    • CONTEXT-AWARE ARTIFICIAL INTELLIGENCE (CAAI)
      • USING CONTEXT ENHANCES DECISION-MAKING PROCESSES AND IMPROVES ABILITY TO INTERACT WITH USE OF CONTEXT -AWARE AI
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY CONTEXT-AWARE ARTIFICIAL INTELLIGENCE, 2019–2023 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY CONTEXT-AWARE ARTIFICIAL INTELLIGENCE, 2024–2030 (USD MILLION)
      • CONTEXT-AWARE RECOMMENDATION SYSTEMS
        • Table CONTEXT-AWARE RECOMMENDATION SYSTEMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table CONTEXT-AWARE RECOMMENDATION SYSTEMS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • MULTI-MODAL AI
        • Table MULTI-MODAL AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table MULTI-MODAL AI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
      • CONTEXT-AWARE VIRTUAL ASSISTANTS
        • Table CONTEXT-AWARE VIRTUAL ASSISTANTS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table CONTEXT-AWARE VIRTUAL ASSISTANTS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    • INTRODUCTION
      • BUSINESS FUNCTION: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD BILLION)
    • MARKETING & SALES
      • AI IN MARKETING & SALES TO ENHANCE CUSTOMER ENGAGEMENT, PERSONALIZE MARKETING EFFORTS, AND OPTIMIZE SALES PROCESSES
        • Table MARKETING & SALES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table MARKETING & SALES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
      • CUSTOMER SEGMENTATION
      • PREDICTIVE LEAD SCORING
      • PERSONALIZED RECOMMENDATIONS
      • DYNAMIC PRICING OPTIMIZATION
      • CHURN PREDICTION
      • SENTIMENT ANALYSIS
      • MARKETING ATTRIBUTION
      • OTHERS
    • HUMAN RESOURCES
      • DEPLOYMENT OF AI-DRIVEN CHATBOTS IN HR TO HELP IN HANDLING ROUTINE INQUIRIES FROM EMPLOYEES AND INCREASE EFFICIENCY
        • Table HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
      • CANDIDATE SCREENING
      • EMPLOYEE RETENTION ANALYSIS
      • PERFORMANCE MANAGEMENT
      • WORKFORCE PLANNING AND FORECASTING
      • EMPLOYEE FEEDBACK ANALYSIS
      • SKILL GAP ANALYSIS
      • DIVERSITY AND INCLUSION ANALYTICS
      • OTHERS
    • FINANCE & ACCOUNTING
      • AI IN FINANCE & ACCOUNTING TO HELP STREAMLINE PROCESSES, ENHANCE ACCURACY, AND PROVIDE VALUABLE INSIGHTS FOR DECISION-MAKING
        • Table FINANCE & ACCOUNTING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table FINANCE & ACCOUNTING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
      • FRAUD DETECTION
      • FINANCIAL FORECASTING
      • EXPENSE MANAGEMENT
      • INVOICE PROCESSING
      • CREDIT RISK ASSESSMENT
      • REGULATORY COMPLIANCE
      • BUDGETING AND PLANNING
      • OTHERS
    • OPERATIONS
      • PREVENTING COSTLY DOWNTIME AND EXTENDING LIFESPAN OF ASSETS WITH USE OF AI IN OPERATIONS TO DRIVE MARKET GROWTH
        • Table OPERATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table OPERATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
      • PREDICTIVE MAINTENANCE
      • SUPPLY CHAIN OPTIMIZATION
      • AIOPS
      • IT SERVICE MANAGEMENT
      • QUALITY CONTROL
      • ROUTE OPTIMIZATION
      • COLD CHAIN MONITORING
      • INVENTORY MANAGEMENT
      • PROCUREMENT AUTOMATION
      • EQUIPMENT FAILURE PREDICTION
      • OTHERS
    • CYBERSECURITY
      • AI USED IN CONTINUOUSLY SCANNING NETWORKS AND SYSTEMS TO DETECT AND ADDRESS SECURITY WEAKNESSES
        • Table CYBERSECURITY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table CYBERSECURITY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
      • THREAT DETECTION & RESPONSE
      • ANOMALY DETECTION
      • VULNERABILITY ASSESSMENT
      • IDENTITY AND ACCESS MANAGEMENT
      • SECURITY AUTOMATION AND ORCHESTRATION
      • ENDPOINT PROTECTION
      • NETWORK TRAFFIC ANALYSIS
      • OTHERS
  • ARTIFICIAL INTELLIGENCE (AI) MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICAL: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024–2030 (USD BILLION)
    • BFSI
      • BANKS ACHIEVED INCREASED PRODUCTIVITY AND COST REDUCTION THROUGH ADOPTION OF ADVANCED ALGORITHMS AND DATA ANALYSIS
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • FRAUD DETECTION & PREVENTION
      • RISK ASSESSMENT & MANAGEMENT
      • ALGORITHMIC TRADING
      • CREDIT SCORING & UNDERWRITING
      • CUSTOMER SERVICE AUTOMATION
      • PERSONALIZED FINANCIAL RECOMMENDATION
      • INVESTMENT PORTFOLIO MANAGEMENT
      • REGULATORY COMPLIANCE MONITORING
      • OTHER BFSI APPLICATIONS
    • RETAIL & ECOMMERCE
      • AI TO ALLOW PERSONALIZED SHOPPING EXPERIENCES AND TAILORED PRODUCT RECOMMENDATIONS IN RETAIL & ECOMMERCE
        • Table RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table RETAIL & ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • PERSONALIZED PRODUCT RECOMMENDATION
      • CUSTOMER RELATIONSHIP MANAGEMENT
      • VISUAL SEARCH
      • VIRTUAL CUSTOMER ASSISTANT
      • PRICE OPTIMIZATION
      • SUPPLY CHAIN MANAGEMENT & DEMAND PLANNING
      • VIRTUAL STORES
      • OTHER RETAIL & ECOMMERCE APPLICATIONS
    • MANUFACTURING
      • ADOPTION OF INTELLIGENT SYSTEMS TO AUTOMATE AND OPTIMIZE OPERATIONS IN MANUFACTURING
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • PREDICTIVE MAINTENANCE & MACHINERY INSPECTION
      • MATERIAL MOVEMENT MANAGEMENT
      • PRODUCTION PLANNING
      • RECYCLABLE MATERIAL RECLAMATION
      • QUALITY CONTROL
      • PRODUCTION LINE OPTIMIZATION
      • INTELLIGENT INVENTORY MANAGEMENT
      • OTHER MANUFACTURING APPLICATIONS
    • GOVERNMENT & DEFENSE
      • INITIATIVES TAKEN BY GOVERNMENTS TO STRENGTHEN NATIONAL SECURITY WILL DRIVE MARKET GROWTH
        • Table GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table GOVERNMENT & DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • SURVEILLANCE & SITUATIONAL AWARENESS
      • LAW ENFORCEMENT
      • INTELLIGENCE ANALYSIS & DATA PROCESSING
      • SIMULATION & TRAINING
      • COMMAND & CONTROL
      • DISASTER RESPONSE & RECOVERY ASSISTANCE
      • E-GOVERNANCE & DIGITAL CITY SERVICES
      • OTHER GOVERNMENT & DEFENSE APPLICATIONS
    • HEALTHCARE & LIFE SCIENCES
      • LEVERAGING VAST DATASETS TO PROVIDE CLINICAL DECISION SUPPORT AND IMPROVING PATIENT CARE WITH AI
        • Table HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • PATIENT DATA & RISK ANALYSIS
      • LIFESTYLE MANAGEMENT & MONITORING AND WEARABLES
      • PRECISION MEDICINE
      • IN-PATIENT CARE & HOSPITAL MANAGEMENT
      • MEDICAL IMAGING & DIAGNOSTICS
      • DRUG DISCOVERY
      • AI-ASSISTED MEDICAL SERVICES
      • MEDICAL RESEARCH
      • OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS
    • TELECOMMUNICATIONS
      • AI TO HELP IN EFFICIENTLY MANAGING INCREASING DATA TRAFFIC AND IMPROVING PERFORMANCE OF NETWORKS
        • Table TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table TELECOM: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table TELECOMMUNICATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table TELECOMMUNICATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • NETWORK OPTIMIZATION
      • NETWORK SECURITY
      • CUSTOMER SERVICE & SUPPORT
      • NETWORK ANALYTICS
      • INTELLIGENT CALL ROUTING
      • NETWORK FAULT PREDICTION
      • VIRTUAL NETWORK ASSISTANT
      • VOICE & SPEECH RECOGNITION
      • OTHER TELECOMMUNICATIONS APPLICATIONS
    • ENERGY & UTILITIES
      • EFFICIENT ENERGY UTILIZATION AND COST SAVINGS BY LEVERAGING ARTIFICIAL INTELLIGENCE TO DRIVE MARKET GROWTH
        • Table ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • ENERGY DEMAND FORECASTING
      • GRID OPTIMIZATION & MANAGEMENT
      • ENERGY CONSUMPTION ANALYTICS
      • SMART METERING & ENERGY DATA MANAGEMENT
      • ENERGY STORAGE OPTIMIZATION
      • REAL-TIME ENERGY MONITORING & CONTROL
      • POWER QUALITY MONITORING & MANAGEMENT
      • ENERGY TRADING & MARKETING FORECASTING
      • INTELLIGENT ENERGY MANAGEMENT SYSTEMS
      • OTHER ENERGY & UTILITIES APPLICATIONS
    • AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS
      • ADVANCEMENTS IN MACHINE LEARNING, COMPUTER VISION, AND DATA ANALYTICS TO DRIVE MARKET GROWTH
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • SUPPLY CHAIN VISIBILITY AND TRACKING
      • ROUTE OPTIMIZATION
      • INTELLIGENT TRAFFIC MANAGEMENT
      • DRIVER ASSISTANCE SYSTEMS
      • SMART LOGISTICS & WAREHOUSING
      • SEMI-AUTONOMOUS & AUTONOMOUS VEHICLES
      • FLEET MANAGEMENT
      • VEHICLE DIAGNOSTICS AND TELEMATICS
      • OTHER AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS APPLICATIONS
    • AGRICULTURE
      • AGRICULTURE INDUSTRY HAS POTENTIAL TO ENHANCE PRODUCTIVITY, REDUCE COSTS, AND MINIMIZE WASTE USING AI
        • Table AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD MILLION)
        • Table AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
      • CROP MONITORING & YIELD PREDICTION
      • PRECISION FARMING
      • SOIL ANALYSIS & NUTRIENT MANAGEMENT
      • PEST & DISEASE DETECTION
      • IRRIGATION OPTIMIZATION & WATER MANAGEMENT
      • AUTOMATED HARVESTING & SORTING
      • WEED DETECTION & MANAGEMENT
      • WEATHER & CLIMATE MONITORING
      • LIVESTOCK MONITORING & HEALTH MANAGEMENT
      • OTHER AGRICULTURAL APPLICATIONS
    • IT/ITES
      • RISE IN OPPORTUNITIES TO ENHANCE CUSTOMER EXPERIENCES AND DRIVE COMPETITIVE ADVANTAGE BY LEVERAGING AI
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • AUTOMATED CODE GENERATION & OPTIMIZATION
      • AUTOMATED IT ASSET MANAGEMENT
      • IT TICKETING & SUPPORT AUTOMATION
      • INTELLIGENT DATA BACKUP & RECOVERY
      • AUTOMATED SOFTWARE TESTING & QUALITY ASSURANCE
      • OTHER IT/ITES APPLICATIONS
    • MEDIA & ENTERTAINMENT
      • AI TO ENABLE MEDIA & ENTERTAINMENT COMPANIES TO ANALYZE VAST AMOUNTS OF DATA, AUTOMATE PROCESSES, AND EXTRACT VALUABLE INSIGHTS
        • Table MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
        • Table MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
        • Table MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2019–2023 (USD BILLION)
        • Table MEDIA & ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2024–2030 (USD BILLION)
      • CONTENT RECOMMENDATION SYSTEMS
      • CONTENT CREATION & GENERATION
      • CONTENT COPYRIGHT PROTECTION
      • AUDIENCE ANALYTICS AND SEGMENTATION
      • PERSONALIZED ADVERTISING
      • OTHER MEDIA & ENTERTAINMENT APPLICATIONS
    • OTHER VERTICALS
      • Table OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
      • Table OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE (AI) MARKET, BY REGION
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019–2023 (USD BILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024–2030 (USD BILLION)
    • NORTH AMERICA
      • NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE DEPLOYMENT MODE, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024–2030 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2019–2023 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2024–2030 (USD BILLION)
      • US
        • Table US: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • CANADA
        • Table CANADA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
    • EUROPE
      • EUROPE: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024–2030 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2019–2023 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2024–2030 (USD BILLION)
      • UK
        • Table UK: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • GERMANY
        • Table GERMANY: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • FRANCE
        • Table FRANCE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • ITALY
        • Table ITALY: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • SPAIN
        • Table SPAIN: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SPAIN: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • NORDICS
        • Table NORDICS: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table NORDICS: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • BENELUX
        • Table BENELUX: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table BENELUX: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
    • ASIA PACIFIC
      • ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • ASIA PACIFIC: IMPACT OF RECESSION
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024–2030 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2019–2023 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2024–2030 (USD BILLION)
      • CHINA
        • Table CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • INDIA
        • Table INDIA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • JAPAN
        • Table JAPAN: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • SOUTH KOREA
        • Table SOUTH KOREA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SOUTH KOREA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • AUSTRALIA & NEW ZEALAND
        • Table AUSTRALIA & NEW ZEALAND: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table AUSTRALIA & NEW ZEALAND: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • ASEAN
        • Table ASEAN: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table ASEAN: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • MIDDLE EAST & AFRICA: IMPACT OF RECESSION
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
      • SAUDI ARABIA
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
        • Table SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
      • UAE
        • Table UAE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table UAE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • SOUTH AFRICA
        • Table SOUTH AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SOUTH AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • TURKEY
        • Table TURKEY: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table TURKEY: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • QATAR
        • Table QATAR: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table QATAR: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • EGYPT
        • Table EGYPT: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table EGYPT: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • KUWAIT
        • Table KUWAIT: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table KUWAIT: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • REST OF MIDDLE EAST & AFRICA
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
    • LATIN AMERICA
      • LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • LATIN AMERICA: IMPACT OF RECESSION
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE TYPE, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • MEXICO
        • Table MEXICO: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • ARGENTINA
        • Table ARGENTINA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table ARGENTINA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • CHILE
        • Table CHILE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table CHILE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
      • REST OF LATIN AMERICA
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY ARTIFICIAL INTELLIGENCE VENDORS
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • MARKET RANKING ANALYSIS
        • Table ARTIFICIAL INTELLIGENCE MARKET: DEGREE OF COMPETITION
    • PRODUCT COMPARATIVE ANALYSIS
      • PRODUCT COMPARATIVE ANALYSIS, BY MACHINE LEARNING
      • PRODUCT COMPARATIVE ANALYSIS, BY NATURAL LANGUAGE PROCESSING
      • PRODUCT COMPARATIVE ANALYSIS, BY COMPUTER VISION
    • COMPANY VALUATION AND FINANCIAL METRICS
    • COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT: KEY PLAYERS, 2023
        • Table REGION FOOTPRINT (23 COMPANIES)
        • Table TECHNOLOGY FOOTPRINT (23 COMPANIES)
        • Table VERTICAL FOOTPRINT (23 COMPANIES)
        • Table BUSINESS FUNCTION FOOTPRINT (23 COMPANIES)
    • COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
        • Table ARTIFICIAL INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
        • Table ARTIFICIAL INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ARTIFICIAL INTELLIGENCE MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021–APRIL 2024
      • DEALS
        • Table ARTIFICIAL INTELLIGENCE MARKET: DEALS, JANUARY 2021–APRIL 2024
  • COMPANY PROFILES
    • INTRODUCTION
    • MAJOR PLAYERS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table GOOGLE: DEALS
        • Table GOOGLE: EXPANSIONS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICROSOFT: DEALS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IBM: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ORACLE: DEALS
      • AWS
        • Table AWS: BUSINESS OVERVIEW
        • Table AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AWS: DEALS
        • Table AWS: OTHERS
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
        • Table INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table INTEL: DEALS
      • SALESFORCE
        • Table SALESFORCE: BUSINESS OVERVIEW
        • Table SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SALESFORCE: DEALS
      • SAP
        • Table SAP: BUSINESS OVERVIEW
        • Table SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAP: DEALS
      • AMD
        • Table AMD: BUSINESS OVERVIEW
        • Table AMD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table AMD: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AMD: DEALS
      • QUALCOMM
        • Table QUALCOMM: BUSINESS OVERVIEW
        • Table QUALCOMM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table QUALCOMM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table QUALCOMM: DEALS
      • CISCO
        • Table CISCO: BUSINESS OVERVIEW
        • Table CISCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table CISCO: DEALS
      • META
        • Table META: BUSINESS OVERVIEW
        • Table META: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table META: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table META: DEALS
      • HPE
        • Table HPE: BUSINESS OVERVIEW
        • Table HPE: PRODUCTS OFFERED
        • Table HPE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table HPE: DEALS
      • SIEMENS
        • Table SIEMENS: BUSINESS OVERVIEW
        • Table SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SIEMENS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SIEMENS: DEALS
      • NVIDIA
        • Table NVIDIA: BUSINESS OVERVIEW
        • Table NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table NVIDIA: DEALS
      • BAIDU
        • Table BAIDU: BUSINESS OVERVIEW
        • Table BAIDU: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table BAIDU: DEALS
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAS INSTITUTE: DEALS
      • OPENAI
        • Table OPENAI: BUSINESS OVERVIEW
        • Table OPENAI: SOLUTIONS/SERVICES OFFERED
        • Table OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table OPENAI: DEALS
      • C3 AI
        • Table C3 AI: BUSINESS OVERVIEW
        • Table C3 AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table C3 AI: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table C3 AI: DEALS
      • HUAWEI
        • Table HUAWEI: BUSINESS OVERVIEW
        • Table HUAWEI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table HUAWEI: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table HUAWEI: DEALS
      • ALIBABA CLOUD
        • Table ALIBABA CLOUD: BUSINESS OVERVIEW
        • Table ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ALIBABA CLOUD: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ALIBABA CLOUD: DEALS
      • HQE SYSTEMS, INC.
        • Table HQE SYSTEMS, INC.: BUSINESS OVERVIEW
        • Table HQE SYSTEMS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
      • APPIER
        • Table APPIER: BUSINESS OVERVIEW
        • Table APPIER: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table APPIER: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table APPIER: DEALS
    • STARTUP/SME PROFILES
      • ADEPT
      • H2O.AI
      • SPOT AI
      • ANDURIL INDUSTRIES
      • ANTHROPIC
      • COHERE
      • INBENTA
      • CHARACTER.AI
      • DEEPL
      • ATOMWISE
      • INFLECTION AI
      • GLEAN
      • MOVEWORKS
      • ARROW AI
      • OBSERVE AI
      • ANYSCALE
      • FRAME AI
      • AI21 LABS
      • PERSADO
      • UIZARD
      • SYNTHESIA
      • DIALPAD
      • GRAPHCORE
      • SHIELD AI
      • SCALE AI
      • IRIS AUTOMATION
      • GAMAYA
      • ARTHUR AI
      • CAPACITY
      • MYTHIC
      • ADA
      • MOSTLY AI
      • SENTIENT.IO
      • LUMEN5
      • AERA TECHNOLOGY
      • METROPOLIS TECHNOLOGIES
      • CEREBRAS
      • HAILO
      • JASPER
      • SOUNDFUL
      • WRITESONIC
      • ONE AI
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • GENERATIVE AI MARKET - GLOBAL FORECAST TO 2030
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table GENERATIVE AI MARKET, BY REGION, 2024–2030 (USD MILLION)
    • CONVERSATIONAL AI MARKET - GLOBAL FORECAST TO 2030
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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