Composite AI Market by Offering (Software, Hardware, Services), Technique (Data Processing, Pattern Recognition), Application (Product Design & Development, Customer Service), Vertical and Region - Global Forecast to 2028

Composite AI Market by Offering (Software, Hardware, Services), Technique (Data Processing, Pattern Recognition), Application (Product Design & Development, Customer Service), Vertical and Region - Global Forecast to 2028



The composite AI market is estimated to grow from USD 0.9 billion in 2023 to USD 4.4 billion by 2028, at a CAGR of 36.5% during the forecast period. With the proliferation of digital devices, sensors, and IoT devices, a wealth of data is generated across various industries. Composite AI leverages this data to gain insights, make predictions, and deliver personalized experiences. The growing availability of data fuels the development and adoption of Composite AI solutions.

The software segment is expected to hold the largest market size during the forecast period

The global composite AI market is segmented based on offering hardware, software, and services. Based on software segment is divided into AI development platforms and tools, machine learning (ML) frameworks, AI Middleware, and other software (computer vision software, data management tools, monitoring software, and security and governance tools). Composite AI software refers to the software systems and tools that enable the integration of multiple AI technologies, such as machine learning, natural language processing, computer vision, and robotics, to create more advanced AI applications. One of the key software tools used in composite AI is machine learning frameworks. These frameworks provide tools and libraries for developing and training machine learning models, making creating and optimizing AI algorithms easier.

Data mining & machine learning segment to grow at a higher CAGR during the forecast period

The global composite AI market is segmented based on technique into conditioned monitoring, pattern recognition, data processing, proactive mechanism, data mining & machine learning, and other methods (AutoML and Model Building, Model Stacking and Ensemble, and Transfer Learning). Data mining and machine learning techniques to gain traction in coming years. These techniques extract valuable insights from large and complex datasets, which are then used to train AI models and drive intelligent decision-making.

Among verticals, the BFSI segment holds the largest market size during the forecast period

Composite AI solutions are being adopted across the BFSI sector for numerous applications such as fraud detection and prevention, risk assessment and management, customer service, credit scoring, and compliance and regulatory reporting. The adoption of composite AI solutions in the BFSI sector offers numerous benefits, including improved operational efficiency, enhanced customer experience, risk reduction, and compliance with regulatory requirements.

Asia Pacific to grow at a higher CAGR during the forecast period

The growth of composite AI solutions across the five major regions, namely North America, Europe, Asia Pacific, Middle East and Africa, and Latin America is driven by factors such as technological advancements, industry-specific demands, government initiatives, availability of talent, and the increasing recognition of AI's potential to transform businesses and societies. Asia Pacific region is experiencing a rapid growth rate in adopting composite AI solutions. Countries like China, Japan, South Korea, and India are leading in AI R&D, with strong government support and investments. Key industry verticals such as manufacturing, eCommerce, healthcare, and BFSI aggressively implementing composite AI to gain a competitive edge, drive innovation, and cater to the growing demand for advanced AI-driven solutions. Asia Pacific is home to some of the world's fastest-growing economies, and the region is experiencing rapid technological advancements. The increasing adoption of advanced technologies, such as AI, big data analytics, and cloud computing, has fueled the demand for composite AI solutions.

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 composite AI market.

By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%

By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%

By Region: North America: 45%, Europe: 20%, Asia Pacific: 30%, Europe: 20%, RoW: 5%

The report includes studying key players offering composite AI solutions and services. It profiles major vendors in the global composite AI market. The major vendors in the global composite AI market include IBM (US), SAS Institute (US), Microsoft (US), Google (US), AWS (US), Salesforce (US), BlackSwan Technologies (Israel), Oracle (US), OpenText (Canada), SAP (Germany), HPE (US), Pega (US), NVIDIA (US), Intel (US), UiPath (US), Zest AI (US), Dynamic Yield (US), DataRobot (US), H2O.ai (US), Squirro (Switzerland), CognitiveScale (US), SparkCognition (US), Diwo (US), ACTICO (Germany), Kyndi (US), Nauto (US), Netra (US), and Exponential AI (US).

Research Coverage

The market study covers the composite AI market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as offering, technique, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, 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 with information on the closest approximations of the revenue numbers for the overall market for composite AIs and their subsegments. It would help stakeholders understand the competitive landscape, better position their business, and plan suitable go-to-market strategies. It also helps stakeholders understand the market’s pulse and provides information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (Growing intricacy of AI applications for better performance and accuracy, Increasing demand for more customized and flexible solutions to improve efficiency and productivity, Advancements in hardware components and infrastructure for better scalability, Rising usage of composite AI for industry-specific applications), restraints (Concerns related to data privacy and security, Shortage of skilled and talented workforce), opportunities (Integration with edge computing and IoT for real-time decision making, Rising demand for explainable AI and trustworthiness across healthcare and BFSI sector), and challenges (Data availability and quality, High infrastructure costs with lower ROI) influencing the growth of the composite AI market.

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

Market Development: Comprehensive information about lucrative markets – the report analyses composite AI market across varied regions

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in composite AI market strategies; the report also helps stakeholders understand the pulse of the composite 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 IBM (US), SAS Institute (US), Microsoft (US), Google (US), AWS (US), Salesforce (US), BlackSwan Technologies (Israel), Oracle (US), OpenText (Canada), SAP (Germany), HPE (US), Pega (US) among others in the composite AI market.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS & EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
    • STAKEHOLDERS
  • 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 COMPOSITE AI MARKET
      • Table IMPACT OF RECESSION ON GLOBAL COMPOSITE AI MARKET
  • EXECUTIVE SUMMARY
    • Table GLOBAL COMPOSITE AI MARKET SIZE AND GROWTH RATE, 2019-2022 (USD MILLION, Y-O-Y %)
    • Table GLOBAL COMPOSITE AI MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y %)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR COMPANIES IN COMPOSITE AI MARKET
    • OVERVIEW OF RECESSION IN GLOBAL COMPOSITE AI MARKET
    • COMPOSITE AI MARKET: TOP THREE APPLICATIONS
    • NORTH AMERICA: COMPOSITE AI MARKET, BY OFFERING AND TOP THREE VERTICALS
    • COMPOSITE AI MARKET, BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • BRIEF HISTORY OF COMPOSITE AI
    • COMPOSITE AI: ARCHITECTURE
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • CASE STUDY ANALYSIS
      • CASE STUDY 1: CREATION OF HOLISTIC VIEW OF CLIENTS AND ACTIVITIES OF TIER-1 BANK USING DATA FABRIC CONCEPT
      • CASE STUDY 2: INTUIT USED AMAZON SAGEMAKER TO MANAGE MACHINE LEARNING AT SCALE
      • CASE STUDY 3: SAS ANALYTICS SOLUTIONS HELPED USG CORPORATION TO IMPROVE ITS MANUFACTURING PROCESS
      • CASE STUDY 4: ORLANDO MAGIC USED MOBILE APP DATA AND MACHINE LEARNING TO PERSONALIZE MARKETING CAMPAIGNS
      • CASE STUDY 5: AMSTERDAM UMC USED ANALYTICS AND AI TO INCREASE SPEED AND ACCURACY OF TUMOR EVALUATIONS
      • CASE STUDY 6: IN SPECIAL OLYMPICS, ABU DHABI USED SAS ANALYTICS AND AI SOLUTIONS TO KEEP ATHLETES SAFE
      • CASE STUDY 7: HPE HELPED NEW WORK TO ADDRESS COMPLEX DATA PRIVACY REQUIREMENTS AND IMPROVE OPERATIONAL EFFICIENCY
    • SUPPLY CHAIN ANALYSIS
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2013-2023
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP 20 PATENT OWNERS IN COMPOSITE AI MARKET, 2013-2023
        • Table LIST OF PATENTS IN COMPOSITE AI MARKET, 2023
    • PRICING ANALYSIS
      • Table COMPOSITE AI MARKET: PRICING MODEL ANALYSIS, 2023
    • PORTER'S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • KEY CONFERENCES & EVENTS, 2023-2024
      • Table DETAILED LIST OF CONFERENCES & EVENTS, 2023-2024
    • TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN COMPOSITE AI MARKET
    • REGULATORY LANDSCAPE
      • 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
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS (%)
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
    • TECHNOLOGY ROADMAP OF COMPOSITE AI MARKET UNTIL 2030
    • TECHNOLOGY ANALYSIS
      • RELATED TECHNOLOGIES
      • ALLIED TECHNOLOGIES
    • ECOSYSTEM ANALYSIS
      • COMPOSITE AI FRAMEWORK/LIBRARY PROVIDERS
      • COMPOSITE AI PLATFORM PROVIDERS
      • COMPOSITE AI SOFTWARE TOOL PROVIDERS
      • COMPOSITE AI HARDWARE PROVIDERS
      • COMPOSITE AI SERVICE PROVIDERS
      • REGULATORY BODIES
    • BUSINESS MODELS FOR DEVELOPMENT OF COMPOSITE AI
  • COMPOSITE AI MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERING: COMPOSITE AI MARKET DRIVERS
        • Table COMPOSITE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table COMPOSITE AI MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • HARDWARE
      • Table COMPOSITE AI MARKET, BY HARDWARE, 2019-2022 (USD MILLION)
      • Table COMPOSITE AI MARKET, BY HARDWARE, 2023-2028 (USD MILLION)
      • PROCESSORS
        • Table PROCESSORS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PROCESSORS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • MEMORY UNITS
        • Table MEMORY UNITS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MEMORY UNITS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • NETWORKS
        • Table NETWORKS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table NETWORKS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • OTHER HARDWARE
        • Table OTHER HARDWARE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table OTHER HARDWARE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • SOFTWARE
      • Table COMPOSITE AI MARKET, BY SOFTWARE, 2019-2022 (USD MILLION)
      • Table COMPOSITE AI MARKET, BY SOFTWARE, 2023-2028 (USD MILLION)
      • MACHINE LEARNING FRAMEWORKS
        • Table MACHINE LEARNING FRAMEWORKS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MACHINE LEARNING FRAMEWORKS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • AI DEVELOPMENT PLATFORMS AND TOOLS
        • Table AI DEVELOPMENT PLATFORMS AND TOOLS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI DEVELOPMENT PLATFORMS AND TOOLS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • AI MIDDLEWARE
        • Table AI MIDDLEWARE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI MIDDLEWARE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • OTHER SOFTWARE
        • Table OTHER SOFTWARE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table OTHER SOFTWARE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • SERVICES
      • Table SERVICES: COMPOSITE AI MARKET, BY TYPE, 2019-2022 (USD MILLION)
      • Table SERVICES: COMPOSITE AI MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • TRAINING AND CONSULTING
        • Table TRAINING AND CONSULTING: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table TRAINING AND CONSULTING: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • SYSTEM INTEGRATION AND IMPLEMENTATION
        • Table SYSTEM INTEGRATION AND IMPLEMENTATION: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table SYSTEM INTEGRATION AND IMPLEMENTATION: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
      • SUPPORT AND MAINTENANCE
        • Table SUPPORT AND MAINTENANCE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table SUPPORT AND MAINTENANCE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
  • COMPOSITE AI MARKET, BY TECHNIQUE
    • INTRODUCTION
      • TECHNIQUE: COMPOSITE AI MARKET DRIVERS
        • Table COMPOSITE AI MARKET, BY TECHNIQUE, 2019-2022 (USD MILLION)
        • Table COMPOSITE AI MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • CONDITIONED MONITORING
      • CONDITIONED MONITORING TO HELP COMPANIES REDUCE COSTS ASSOCIATED WITH MAINTENANCE
        • Table CONDITIONED MONITORING: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table CONDITIONED MONITORING: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • PATTERN RECOGNITION
      • PATTERN RECOGNITION TO ALLOW COMPANIES TO QUICKLY AND ACCURATELY ANALYZE LARGE AMOUNTS OF DATA
        • Table PATTERN RECOGNITION: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PATTERN RECOGNITION: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • DATA PROCESSING
      • DATA PROCESSING USED TO ANALYZE CUSTOMER DATA AND IDENTIFY PATTERNS IN BEHAVIOR AND PREFERENCES
        • Table DATA PROCESSING: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table DATA PROCESSING: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • PROACTIVE MECHANISM
      • PROACTIVE MECHANISM TO ENCOURAGE ADOPTION OF ADVANCED TECHNOLOGY FOR PREDICTING AND PREVENTING PROBLEMS
        • Table PROACTIVE MECHANISM: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PROACTIVE MECHANISM: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • DATA MINING & MACHINE LEARNING
      • DATA MINING & MACHINE LEARNING TO ENABLE MACHINES TO ANALYZE DATA AND MAKE DECISIONS
        • Table DATA MINING & MACHINE LEARNING: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table DATA MINING & MACHINE LEARNING: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHER TECHNIQUES
      • Table OTHER TECHNIQUES: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table OTHER TECHNIQUES: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
  • COMPOSITE AI MARKET, BY APPLICATION
    • INTRODUCTION
      • APPLICATION: COMPOSITE AI MARKET DRIVERS
        • Table COMPOSITE AI MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table COMPOSITE AI MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • PRODUCT DESIGN & DEVELOPMENT
      • STREAMLINING DESIGN & TESTING TO ENABLE COMPANIES TO LAUNCH PRODUCTS FASTER
        • Table PRODUCT DESIGN & DEVELOPMENT: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PRODUCT DESIGN & DEVELOPMENT: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • QUALITY CONTROL
      • QUALITY CONTROL TO MINIMIZE RISKS ASSOCIATED WITH USE OF AI
        • Table QUALITY CONTROL: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table QUALITY CONTROL: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • PREDICTIVE MAINTENANCE
      • RISING NEED TO ENABLE PROACTIVE MAINTENANCE STRATEGIES AND DRIVE OPERATIONAL EFFICIENCY TO FUEL MARKET GROWTH
        • Table PREDICTIVE MAINTENANCE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • SECURITY & SURVEILLANCE
      • GROWING DEMAND FOR ADVANCED COMPOSITE AI SOLUTIONS FOR ENHANCED SECURITY & SURVEILLANCE TO BOOST MARKET GROWTH
        • Table SECURITY & SURVEILLANCE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table SECURITY & SURVEILLANCE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • CUSTOMER SERVICE
      • CUSTOMER SERVICE TO ENSURE CUSTOMER SATISFACTION, INCREASE OPERATIONAL EFFICIENCY, AND OPTIMIZE EXPERIENCE
        • Table CUSTOMER SERVICE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table CUSTOMER SERVICE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHER APPLICATIONS
      • Table OTHER APPLICATIONS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table OTHER APPLICATIONS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
  • COMPOSITE AI MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICAL: COMPOSITE AI MARKET DRIVERS
      • MAJOR USE CASES, BY VERTICAL
        • Table COMPOSITE AI MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table COMPOSITE AI MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • BFSI
      • TEXT COMPOSITE AI TO HANDLE MULTIPLE CUSTOMER INTERACTIONS AND REDUCE WAIT TIMES IN BFSI SECTOR
        • Table BFSI: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table BFSI: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • RETAIL AND ECOMMERCE
      • GROWTH OF ECOMMERCE TO CREATE ENORMOUS AMOUNT OF DATA THAT CAN BE ANALYZED USING COMPOSITE AI
        • Table RETAIL AND ECOMMERCE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table RETAIL AND ECOMMERCE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • MANUFACTURING
      • COMPOSITE AI TO BE USED TO CREATE MORE ADVANCED AUTOMATION SYSTEMS IN MANUFACTURING VERTICAL
        • Table MANUFACTURING: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MANUFACTURING: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • ENERGY AND UTILITIES
      • COMPOSITE AI TO HELP THIS VERTICAL OPTIMIZE ITS OPERATIONS AND REDUCE COSTS
        • Table ENERGY AND UTILITIES: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table ENERGY AND UTILITIES: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • TRANSPORTATION AND LOGISTICS
      • COMPOSITE AI TO HELP PREVENT ACCIDENTS, THEFT, AND OTHER SECURITY BREACHES
        • Table TRANSPORTATION AND LOGISTICS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table TRANSPORTATION AND LOGISTICS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • HEALTHCARE AND LIFE SCIENCES
      • COMPOSITE AI TO DRIVE NEED FOR MORE PRECISE AND TARGETED TREATMENTS
        • Table HEALTHCARE AND LIFE SCIENCES: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table HEALTHCARE AND LIFE SCIENCES: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • MEDIA AND ENTERTAINMENT
      • INCREASING DEMAND FOR PERSONALIZED CONTENT TO BOOST MARKET
        • Table MEDIA AND ENTERTAINMENT: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MEDIA AND ENTERTAINMENT: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • GOVERNMENT AND DEFENSE
      • INCREASING DEMAND FOR ADVANCED SURVEILLANCE AND INTELLIGENCE GATHERING CAPABILITIES TO DRIVE DEMAND FOR COMPOSITE AI
        • Table GOVERNMENT AND DEFENSE: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table GOVERNMENT AND DEFENSE: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • TELECOM
      • COMPOSITE AI USED TO OPTIMIZE NETWORKS AND ENSURE EFFICIENT AND RELIABLE PERFORMANCE IN TELECOM VERTICAL
        • Table TELECOM: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table TELECOM: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHER VERTICALS
      • Table OTHER VERTICALS: COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table OTHER VERTICALS: COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
  • COMPOSITE AI MARKET, BY REGION
    • INTRODUCTION
      • Table COMPOSITE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table COMPOSITE AI MARKET, BY REGION, 2023-2028 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: COMPOSITE AI MARKET DRIVERS
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY HARDWARE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY HARDWARE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY SOFTWARE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY SOFTWARE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY SERVICE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY TECHNIQUE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY TECHNIQUE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: COMPOSITE AI MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • US
      • CANADA
    • EUROPE
      • EUROPE: COMPOSITE AI MARKET DRIVERS
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: COMPOSITE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY HARDWARE, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY HARDWARE, 2023-2028 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY SOFTWARE, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY SOFTWARE, 2023-2028 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY SERVICE, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY TECHNIQUE, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY TECHNIQUE, 2023-2028 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table EUROPE: COMPOSITE AI MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • UK
      • GERMANY
      • FRANCE
      • ITALY
      • SPAIN
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: COMPOSITE AI MARKET DRIVERS
      • ASIA PACIFIC: RECESSION IMPACT
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY HARDWARE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY HARDWARE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY SOFTWARE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY SOFTWARE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY SERVICE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY TECHNIQUE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY TECHNIQUE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY ASEAN COUNTRY, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: COMPOSITE AI MARKET, BY ASEAN COUNTRY, 2023-2028 (USD MILLION)
      • CHINA
      • INDIA
      • JAPAN
      • ANZ
      • SOUTH KOREA
      • ASEAN COUNTRIES
      • REST OF ASIA PACIFIC
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: COMPOSITE AI MARKET DRIVERS
      • MIDDLE EAST & AFRICA: RECESSION IMPACT
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY HARDWARE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY HARDWARE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY SOFTWARE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY SOFTWARE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY SERVICE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY TECHNIQUE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY TECHNIQUE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: COMPOSITE AI MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • UNITED ARAB EMIRATES
      • SAUDI ARABIA
      • SOUTH AFRICA
      • ISRAEL
      • REST OF MIDDLE EAST & AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: COMPOSITE AI MARKET DRIVERS
      • LATIN AMERICA: RECESSION IMPACT
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY HARDWARE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY HARDWARE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY SOFTWARE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY SOFTWARE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY SERVICE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY TECHNIQUE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY TECHNIQUE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: COMPOSITE AI MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • BRAZIL
      • MEXICO
      • ARGENTINA
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • STRATEGIES ADOPTED BY KEY PLAYERS
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY COMPOSITE AI VENDORS
    • REVENUE ANALYSIS
      • HISTORICAL REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table COMPOSITE AI MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION QUADRANT
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPETITIVE BENCHMARKING
        • Table COMPOSITE AI MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022
        • Table COMPOSITE AI MARKET: PRODUCT FOOTPRINT ANALYSIS OF OTHER KEY PLAYERS, 2022
    • STARTUP/SME EVALUATION QUADRANT
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • COMPETITIVE BENCHMARKING OF STARTUPS/SMES
        • Table COMPOSITE AI MARKET: DETAILED LIST OF KEY STARTUPS/SMES
        • Table COMPOSITE AI MARKET: PRODUCT FOOTPRINT ANALYSIS OF STARTUPS/SMES, 2023
    • COMPOSITE AI PRODUCT LANDSCAPE
      • COMPARATIVE ANALYSIS OF COMPOSITE AI PRODUCTS
        • Table COMPARATIVE ANALYSIS OF COMPOSITE AI PRODUCTS OF KEY PLAYERS
        • Table COMPARATIVE ANALYSIS OF COMPOSITE AI PRODUCTS OF OTHER KEY PLAYERS
    • VALUATION AND FINANCIAL METRICS OF KEY COMPOSITE AI VENDORS
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES
        • Table SERVICE/PRODUCT LAUNCHES, 2020-2023
      • DEALS
        • Table DEALS, 2020-2023
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS OFFERED
        • Table IBM: PRODUCT LAUNCHES
        • Table IBM: DEALS
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: PRODUCTS OFFERED
        • Table SAS INSTITUTE: DEALS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: PRODUCTS OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES
        • Table MICROSOFT: DEALS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: PRODUCTS OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
      • AWS
        • Table AWS: BUSINESS OVERVIEW
        • Table AWS: PRODUCTS OFFERED
        • Table AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AWS: DEALS
      • SALESFORCE
        • Table SALESFORCE: BUSINESS OVERVIEW
        • Table SALESFORCE: PRODUCTS OFFERED
        • Table SALESFORCE: DEALS
      • BLACKSWAN TECHNOLOGIES
        • Table BLACKSWAN TECHNOLOGIES: BUSINESS OVERVIEW
        • Table BLACKSWAN TECHNOLOGIES: PRODUCTS OFFERED
        • Table BLACKSWAN TECHNOLOGIES: PRODUCT LAUNCHES
        • Table BLACKSWAN TECHNOLOGIES: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS OFFERED
        • Table ORACLE: PRODUCT LAUNCHES
        • Table ORACLE: DEALS
      • OPENTEXT
        • Table OPENTEXT: BUSINESS OVERVIEW
        • Table OPENTEXT: PRODUCTS OFFERED
        • Table OPENTEXT: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table OPENTEXT: DEALS
      • SAP
        • Table SAP: BUSINESS OVERVIEW
        • Table SAP: PRODUCTS OFFERED
        • Table SAP: DEALS
      • HPE
        • Table HPE: BUSINESS OVERVIEW
        • Table HPE: PRODUCTS OFFERED
        • Table HPE: DEALS
      • PEGA
        • Table PEGA: BUSINESS OVERVIEW
        • Table PEGA: PRODUCTS OFFERED
        • Table PEGA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table PEGA: DEALS
    • OTHER KEY PLAYERS
      • NVIDIA
      • INTEL
      • UIPATH
      • ZEST AI
      • DYNAMIC YIELD
      • DATAROBOT
      • H20.AI
      • SQUIRRO
      • COGNITIVESCALE
      • SPARKCOGNITION
      • DIWO
    • STARTUPS/SMES
      • ACTICO
      • KYNDI
      • NAUTO
      • NETRA
      • EXPONENTIAL AI
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • NLP MARKET - GLOBAL FORECAST TO 2027
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • ARTIFICIAL INTELLIGENCE MARKET - GLOBAL FORECAST TO 2027
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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