Artificial Intelligence Market by Offering (Hardware, Software, Services), Technology (Machine Learning, Natural Language Processing), Deployment Mode, Organization Size, Business Function (Law, Security), Vertical and Region - Global forecast to 2027

Artificial Intelligence Market by Offering (Hardware, Software, Services), Technology (Machine Learning, Natural Language Processing), Deployment Mode, Organization Size, Business Function (Law, Security), Vertical and Region - Global forecast to 2027

The artificial intelligence market size to grow from USD 86.9 billion in 2022 to USD 407.0 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 36.2% during the forecast period. Faster speech recognition and natural language processing are some instances of how technological developments in the AI sector are helping the businesses. In the upcoming years, it is anticipated that such developments in artificial intelligence technology would help the sector grow.

Business innovators and executives are racing to achieve AI's promise of cost and time savings as well as a competitive advantage. Faster and more precise consumer behaviour data analysis empowers companies to plan their future marketing strategies and campaigns, fueling the expansion of the AI market. Data management is assisted by AI in understanding which of their methods are inefficient and which are all the most effective. Additionally, it ensures that data reaches the intended user without being tampered by cybercriminals using man-in-the-middle, ransomware, or other forms of cyberattack.

The major market players such as include IBM, Microsoft, AWS, Intel, Google, Oracle and Salesforce have adopted numerous growth strategies, which include acquisitions, new product launches, product enhancements, and business expansions, to enhance their market shares.

Based on deployment mode, cloud deployment mode to register for the largest market size during the forecast period

Based on the deployment mode, the artificial intelligence market is segmented into on-premises and cloud deployment mode. The market size of the cloud deployment mode segment is estimated to be the largest during the forecast period. Scalability, speed, and IT security are all benefits of the cloud deployment approach. Data-driven innovation benefits greatly from the combination of AI and Cloud computing. The popularity of the cloud deployment mode is facilitated by the cognitive powers of AI and machine learning, which thrive on massive volumes of data that are scalable and easily available in a cloud environment.

The Law segment to account for the highest CAGR during the forecast period

Based on business function, the artificial intelligence market is segmented into Finance, Security, Human Resources, Law, Marketing and Sales and other business functions. The Law segment is expected grow at a higher CAGR during the forecast period. Large and small legal firms both are using AI technologies in growing numbers. Artificial intelligence technology, in particular Machine Learning and Natural Language Processing, are being used to boost efficiency, expand profit margins, and offer creative and effective legal counsel. The market for AI is expanding as a result of rising litigation and rising demand to cut operational expenses.

Asia Pacific to hold highest CAGR during the forecast period

The Asia Pacific artificial intelligence market is expected to grow at the highest CAGR of 40.8% from 2022 to 2027. In countries such as China, India, Japan, and others, the use of AI services in end user industries like manufacturing, healthcare, retail, and e-commerce can be responsible for this increase. In this region, the adoption of new and emerging technologies has gained momentum in recent years. The storage, processing, and data availability of computing systems have all risen, as well as their overall capacity. A new generation of more autonomous AI systems has been made possible by the convergence of complementary technologies, which has increased the demand for automating operations as a result of ongoing improvements in hardware and software.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the artificial intelligence market.

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

By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Managers: 40%

By Region: APAC: 25%, Europe: 30%, North America: 30%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering artificial intelligence. It profiles major vendors in the artificial intelligence market. The major players in the artificial intelligence market include Google Inc. (US), Microsoft Corporation (US), NVIDIA Corporation (US), Intel Corporation (US), Samsung Electronics Co., Ltd. (South Korea), IBM Corporation (US), Amazon Web Services, Inc. (US), Oracle (US), Meta (US), Salesforce (US), Cisco (US), Siemens (US), Huawei (China), SAP SE (Germany), SAS Institute (US), Baidu, Inc. (China), Alibaba Cloud (China), iFLYTEK (China), and Hewlett Packard Enterprise Development LP (US).

Research Coverage

The market study covers the artificial intelligence market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as offering, technology, organization size, deployment mode, business function, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall artificial intelligence market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATES, 2019-2021
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • KEY COMPANY EVALUATION MATRIX METHODOLOGY
    • STARTUP/SME EVALUATION MATRIX METHODOLOGY
    • ASSUMPTIONS
    • LIMITATIONS
  • EXECUTIVE SUMMARY
    • Table GLOBAL AI MARKET AND GROWTH RATE, 2016-2021 (USD BILLION, Y-O-Y)
    • Table GLOBAL AI MARKET AND GROWTH RATE, 2022-2027 (USD BILLION, Y-O-Y)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN ARTIFICIAL INTELLIGENCE MARKET
    • ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR
    • ARTIFICIAL INTELLIGENCE MARKET, BY KEY BUSINESS FUNCTION
    • ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING & KEY VERTICAL
    • ARTIFICIAL INTELLIGENCE MARKET, BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • INVESTMENTS IN ARTIFICIAL INTELLIGENCE
      • Table MAJOR INVESTMENTS IN ARTIFICIAL INTELLIGENCE, 2018-2021
    • ACQUISITIONS IN ARTIFICIAL INTELLIGENCE MARKET
      • Table MAJOR ACQUISITIONS IN ARTIFICIAL INTELLIGENCE MARKET BETWEEN 2018 AND 2021
      • CUMULATIVE GROWTH ANALYSIS
    • EVOLUTION
    • ARTIFICIAL INTELLIGENCE MARKET ECOSYSTEM
      • Table ARTIFICIAL INTELLIGENCE MARKET ECOSYSTEM
    • CASE STUDY ANALYSIS
      • RETAIL AND ECOMMERCE
      • MARKETING AND SALES
      • HEALTHCARE AND LIFESCIENCES
      • FINTECH
      • SECURITY
      • AGRICULTURE
      • MANUFACTURING
      • LAW
      • CONSTRUCTION
    • TECHNOLOGY ANALYSIS
      • ARTIFICIAL INTELLIGENCE AND BIG DATA
      • ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
      • ARTIFICIAL INTELLIGENCE AND NATURAL LANGUAGE PROCESSING
    • SUPPLY CHAIN ANALYSIS
    • VALUE CHAIN ANALYSIS
    • PORTER'S FIVE FORCES ANALYSIS
      • Table ARTIFICIAL INTELLIGENCE MARKET: PORTER'S FIVE FORCES ANALYSIS
      • THREAT FROM NEW ENTRANTS
      • THREAT FROM SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • PRICING MODEL ANALYSIS
      • Table PRICING ANALYSIS
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2018-2021
      • INNOVATION AND PATENT APPLICATIONS
        • Table US: TOP 10 PATENT OWNERS IN ARTIFICIAL INTELLIGENCE MARKET, 2018-2021
    • KEY CONFERENCES AND EVENTS
      • Table ARTIFICIAL INTELLIGENCE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2022-2023
    • TARIFF AND 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 AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table CENTRAL AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • NORTH AMERICA: REGULATIONS
      • EUROPE: TARIFFS AND REGULATIONS
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE TECHNOLOGIES
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE TECHNOLOGIES
  • ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERING: MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
    • HARDWARE
      • INCREASING COMPETITION LEADING TO VARIOUS LAUNCHES AND DEVELOPMENTS IN HARDWARE PLATFORMS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2022-2027 (USD BILLION)
        • Table HARDWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table HARDWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • PROCESSORS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2022-2027 (USD BILLION)
        • Table PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table MICROPROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table MICROPROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • MEMORY
        • Table MEMORY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table MEMORY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • NETWORK
        • Table NETWORK: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table NETWORK: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SOFTWARE
      • DEVELOPMENTS IN AI SOFTWARE SYNTHESIZE DATA AND INTEGRATE IT INTO COMPUTER SYSTEMS TO PERFORM COMPLEX OPERATIONS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2022-2027 (USD BILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • APPLICATION PROGRAM INTERFACE
        • Table APPLICATION PROGRAM INTERFACE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table APPLICATION PROGRAM INTERFACE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • MACHINE LEARNING FRAMEWORK
        • Table MACHINE LEARNING FRAMEWORK: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table MACHINE LEARNING FRAMEWORK: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
    • SERVICES
      • COMPLEX ALGORITHMS TO PROVIDE ONLINE AND OFFLINE SUPPORT SERVICES TO AI VENDORS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD BILLION)
        • Table SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table SERVICES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • DEPLOYMENT AND INTEGRATION
        • Table DEPLOYMENT AND INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table DEPLOYMENT AND INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • SUPPORT AND MAINTENANCE
        • Table SUPPORT AND MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table SUPPORT AND MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • TECHNOLOGY: MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
    • MACHINE LEARNING
      • RAPID ADOPTION OF AI TECHNOLOGIES TO ENHANCE SYSTEM PERFORMANCE
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2022-2027 (USD BILLION)
        • Table MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • DEEP LEARNING
        • Table DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • SUPERVISED LEARNING
        • Table SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • UNSUPERVISED LEARNING
        • Table UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • REINFORCEMENT LEARNING
        • Table REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • OTHER MACHINE LEARNING TECHNOLOGIES
        • Table OTHER MACHINE LEARNING TECHNOLOGIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table OTHER MACHINE LEARNING TECHNOLOGIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • NATURAL LANGUAGE PROCESSING
      • OFFERS REAL-TIME TRANSLATION AND ALLOWS USERS TO COMMUNICATE IN NATURAL LANGUAGE WITH SYSTEMS
        • Table NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
    • CONTEXT AWARENESS
      • DEMAND FOR HARD AND SOFT SENSORS LEADING TO GROWTH OF CONTEXT AWARENESS TO COPE WITH THREATS
        • Table CONTEXT AWARENESS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table CONTEXT AWARENESS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
    • COMPUTER VISION
      • DEVELOPMENTS IN AI TO AUTOMATE INSPECTION AND PRODUCE HIGH-QUALITY OUTPUTS
        • Table COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE
    • INTRODUCTION
      • DEPLOYMENT MODE: MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
    • ON-PREMISES
      • ABILITY TO OFFER SIGNIFICANT IMPROVEMENTS IN DATA VALIDATION AND STANDARDIZATION
        • Table ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
    • CLOUD
      • CLOUD PROVIDES ADDITIONAL FLEXIBILITY FOR BUSINESS OPERATIONS AND REAL-TIME DEPLOYMENT
        • Table CLOUD: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table CLOUD: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
      • ORGANIZATION SIZE: MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION, 2022-2027 (USD BILLION)
    • SMALL AND MEDIUM-SIZED ENTERPRISES
      • AI TECHNOLOGIES TO AUTOMATE BUSINESS FORECASTS AND REDUCE RISK EXPOSURE
        • Table SMALL AND MEDIUM-SIZED ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table SMALL AND MEDIUM-SIZED ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
    • LARGE ENTERPRISES
      • AI TECHNOLOGIES TO ENHANCE OPERATIONS AND OFFER USEFUL INSIGHTS INTO CONSUMER TRENDS
        • Table LARGE ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table LARGE ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    • INTRODUCTION
      • BUSINESS FUNCTIONS: MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD BILLION)
    • ARTIFICIAL INTELLIGENCE: ENTERPRISE USE CASES
    • FINANCE
      • ABILITY TO PROVIDE ACTIONABLE INSIGHTS BY DERIVING PAST TRANSACTIONAL DATA AND CUSTOMER DEMOGRAPHICS
        • Table FINANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table FINANCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • ARTIFICIAL INTELLIGENCE IN ACCOUNTING
      • ARTIFICIAL INTELLIGENCE IN PAYROLL
      • ARTIFICIAL INTELLIGENCE IN FINANCIAL PLANNING AND ANALYSIS
    • SECURITY
      • RAPID ADOPTION OF AI TECHNOLOGIES TO MAINTAIN DATA CONFIDENTIALITY AND INTEGRITY
        • Table SECURITY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table SECURITY: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • IDENTITY AND ACCESS MANAGEMENT
      • RISK AND COMPLIANCE MANAGEMENT
      • ENCRYPTION
      • DATA LOSS PREVENTION
      • UNIFIED THREAT MANAGEMENT
      • ANTIVIRUS/ANTIMALWARE
      • INTRUSION DETECTION/PREVENTION SYSTEMS
      • OTHER SECURITY SOLUTIONS
    • HUMAN RESOURCES
      • USE OF AI TECHNOLOGIES TO REVOLUTIONIZE HUMAN RESOURCE FUNCTIONS AND PRACTICES
        • Table HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • VIRTUAL ASSISTANT
      • APPLICANT TRACKING AND ASSESSMENT
      • PERSONALIZED LEARNING AND DEVELOPMENT
      • HR ANALYTICS
      • JOB RECOMMENDATION
      • SENTIMENT ANALYSIS
    • LAW
      • ADOPTION OF AI TECHNOLOGIES TO PROVIDE EFFICIENT AND INNOVATIVE LEGAL ADVICE
        • Table LAW: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table LAW: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • EDISCOVERY
      • LEGAL RESEARCH
      • CONTRACT ANALYSIS
      • CASE PREDICTION
      • COMPLIANCE
      • OTHER APPLICATIONS
    • MARKETING AND SALES
      • USE OF AI TECHNOLOGIES TO OFFER PROGRAMMATIC TRENDS AND OPPORTUNITIES TO MARKETERS
        • Table MARKETING AND SALES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table MARKETING AND SALES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
      • SOCIAL MEDIA ADVERTISING
      • SEARCH ADVERTISING
      • DYNAMIC PRICING
      • VIRTUAL ASSISTANT
      • CONTENT CURATION
      • SALES AND MARKETING AUTOMATION
      • ANALYTICS PLATFORM
      • OTHER MARKETING AND SALES SOLUTIONS
    • OTHER BUSINESS FUNCTIONS
      • Table OTHER BUSINESS FUNCTIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
      • Table OTHER BUSINESS FUNCTIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICAL: MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD BILLION)
    • BANKING, FINANCIAL SERVICES, AND INSURANCE
      • AI HELPS TO ENHANCE CUSTOMER SERVICE
        • Table BFSI: KEY USE CASES, BY APPLICATION
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • ENHANCED CUSTOMER EXPERIENCE
      • PREDICTION OF FUTURE OUTCOMES AND TRENDS
      • ROBOTIC AUTOMATION OF PROCESSES
      • CREDIT DECISIONS
    • RETAIL AND ECOMMERCE
      • AI HELPS UNDERSTAND CONSUMER BEHAVIOR, HELPING MARKETERS INFLUENCE THEIR BUYING DECISION
        • Table RETAIL AND ECOMMERCE: KEY USE CASES, BY APPLICATION
        • Table RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • PRODUCT RECOMMENDATION AND PLANNING
      • CUSTOMER RELATIONSHIP MANAGEMENT
      • VISUAL SEARCH
      • VIRTUAL ASSISTANT
      • PRICE OPTIMIZATION
      • PAYMENT SERVICES MANAGEMENT
      • SUPPLY CHAIN MANAGEMENT AND DEMAND PLANNING
      • VIRTUAL STORES
      • OTHER APPLICATIONS
    • AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS
      • AI ENHANCES USER EXPERIENCE AND CONVENIENT FEATURES IN HUMAN-MACHINE INTERFACE
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: KEY USE CASES, BY APPLICATION
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • AUTONOMOUS DRIVING
      • HUMAN-MACHINE INTERFACE
      • SEMIAUTONOMOUS DRIVING
    • GOVERNMENT AND DEFENSE
      • AI TECHNOLOGIES TO HELP SOLVE COMPLEX PROBLEMS AND ENHANCE DECISION-MAKING PROCESS
        • Table GOVERNMENT AND DEFENSE: KEY USE CASES, BY APPLICATION
        • Table GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • CUSTOMER SERVICE CHATBOTS
      • AUTONOMOUS DRONES
      • SURVEILLANCE
      • PREDICTING A CRIME AND RECOMMENDING OPTIMAL POLICE PRESENCE
      • IDENTIFYING FRAUDULENT BENEFITS CLAIMS
    • HEALTHCARE AND LIFESCIENCES
      • USE OF AI TO ACCELERATE GROWTH OF MEDICAL IMAGING AND DIAGNOSTICS
        • Table HEALTHCARE AND LIFESCIENCES: KEY USE CASES, BY APPLICATION
        • Table HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
      • PATIENT DATA AND RISK ANALYSIS
      • LIFESTYLE MANAGEMENT AND MONITORING
      • PRECISION MEDICINE
      • INPATIENT CARE AND HOSPITAL MANAGEMENT
      • MEDICAL IMAGING AND DIAGNOSTICS
      • DRUG DISCOVERY
      • VIRTUAL ASSISTANT
      • WEARABLES
      • MEDICAL RESEARCH
    • IT/ITES
      • RISE IN COMPLEXITY AND FAST INNOVATIONS TO DRIVE NEED FOR AI TO MANAGE IT OPERATIONS EFFECTIVELY
        • Table IT/ITES: KEY USE CASES, BY APPLICATION
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table IT/ITES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • PREDICTIVE MAINTENANCE
      • VIRTUAL ASSISTANTS FOR CUSTOMER SUPPORT
    • ENERGY AND UTILITIES
      • ADVANCED AI TECHNOLOGIES TO HELP BUILD ACCOUNTABLE, TRANSPARENT, FAIR, AND SECURE SYSTEMS
        • Table ENERGY AND UTILITIES: KEY USE CASES, BY APPLICATION
        • Table ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • ENERGY EFFICIENCY DECISION-MAKING
      • FAULT PREDICTION
      • ARTIFICIAL INTELLIGENCE IN POWER GRIDS - SMART GRIDS AND SECTOR COUPLING
      • ARTIFICIAL INTELLIGENCE IN ELECTRICITY TRADING
      • ARTIFICIAL INTELLIGENCE IN THE VIRTUAL POWER PLANT
      • ARTIFICIAL INTELLIGENCE IN THE SMART WATER METER
    • TELECOMMUNICATION
      • DEPLOYMENT OF AI SOLUTIONS TO ENHANCE CONTACT CENTER EFFECTIVENESS, REDUCE OPERATIONAL COSTS, AND IMPROVE SERVICE
        • Table TELECOMMUNICATIONS: KEY USE CASES, BY APPLICATION
        • Table TELECOMMUNICATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table TELECOMMUNICATION: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table TELECOMMUNICATION: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table TELECOMMUNICATION: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • NETWORK OPTIMIZATION
      • NETWORK ANOMALIES
    • MANUFACTURING
      • AI TECHNOLOGIES ENHANCE PERFORMANCE AND REDUCE REDUNDANCIES IN MANUFACTURING
        • Table MANUFACTURING: KEY USE CASES, BY APPLICATION
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2016-2021 (USD BILLION)
        • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION, 2022-2027 (USD BILLION)
      • MATERIAL MOVEMENT
      • PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION
      • PRODUCTION PLANNING
      • FIELD SERVICES
      • RECLAMATION
      • QUALITY CONTROL
      • PRODUCTION LINE OPTIMIZATION
    • OTHER VERTICALS
      • Table OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY REGION
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
    • NORTH AMERICA
      • NORTH AMERICA: MARKET DRIVERS
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2016-2021 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD BILLION)
      • US
        • Table US: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table US: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
        • Table US: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table US: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
      • CANADA
    • EUROPE
      • EUROPE: MARKET DRIVERS
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2016-2021 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD BILLION)
      • UK
        • Table UK: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
      • GERMANY
      • FRANCE
      • ITALY
      • SPAIN
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: MARKET DRIVERS
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2016-2021 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD BILLION)
      • CHINA
        • Table CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
      • JAPAN
      • SOUTH KOREA
      • INDIA
      • REST OF ASIA PACIFIC
    • MIDDLE EAST AND AFRICA
      • MIDDLE EAST AND AFRICA: MARKET DRIVERS
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • SAUDI ARABIA
      • UAE
      • SOUTH AFRICA
      • REST OF MIDDLE EAST AND AFRICA
    • CENTRAL AMERICA
      • CENTRAL AMERICA: MARKET DRIVERS
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2016-2021 (USD MILLION)
        • Table CENTRAL AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • COSTA RICA
      • REST OF CENTRAL AMERICA
    • LATIN AMERICA
      • LATIN AMERICA: MARKET DRIVERS
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • BRAZIL
      • MEXICO
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES
      • Table OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN AI MARKET
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table ARTIFICIAL INTELLIGENCE MARKET: DEGREE OF COMPETITION
    • KEY COMPANY EVALUATION QUADRANT
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
    • STARTUP/SME EVALUATION MATRIX
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • COMPETITIVE BENCHMARKING
      • Table ARTIFICIAL INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
      • Table ARTIFICIAL INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES
        • Table PRODUCT LAUNCHES, 2018-2022
      • DEALS
        • Table DEALS, 2018-2022
      • OTHERS
        • Table OTHERS, 2019-2020
  • COMPANY PROFILES
    • INTRODUCTION
    • MAJOR PLAYERS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: PRODUCTS OFFERED
        • Table GOOGLE: SERVICES OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table GOOGLE: DEALS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: PRODUCTS OFFERED
        • Table MICROSOFT: SERVICES OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICROSOFT: DEALS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS OFFERED
        • Table IBM: SERVICES OFFERED
        • Table IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IBM: DEALS
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
        • Table INTEL: PRODUCTS OFFERED
        • Table INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table INTEL: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS OFFERED
        • Table ORACLE: SERVICES OFFERED
        • Table ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ORACLE: DEALS
      • 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: SERVICES OFFERED
        • Table SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SALESFORCE: DEALS
      • SAP
        • Table SAP: BUSINESS OVERVIEW
        • Table SAP: PRODUCTS OFFERED
        • Table SAP: SERVICES OFFERED
        • Table SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAP: DEALS
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: PRODUCTS OFFERED
        • Table SAS INSTITUTE: SERVICES OFFERED
        • Table SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAS INSTITUTE: DEALS
      • CISCO
        • Table CISCO: BUSINESS OVERVIEW
        • Table CISCO: PRODUCTS OFFERED
        • Table CISCO: SERVICES OFFERED
        • Table CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table CISCO: DEALS
      • META
        • Table META: BUSINESS OVERVIEW
        • Table META: PRODUCTS 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 OFFERED
        • Table SIEMENS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SIEMENS: DEALS
      • HUAWEI
        • Table HUAWEI: BUSINESS OVERVIEW
        • Table HUAWEI: PRODUCTS OFFERED
        • Table HUAWEI: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table HUAWEI: DEALS
      • NVIDIA
        • Table NVIDIA: BUSINESS OVERVIEW
        • Table NVIDIA: PRODUCTS OFFERED
        • Table NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table NVIDIA: DEALS
      • BAIDU
        • Table BAIDU: BUSINESS OVERVIEW
        • Table BAIDU: PRODUCTS OFFERED
        • Table BAIDU: SERVICES OFFERED
        • Table BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table BAIDU: DEALS
      • SAMSUNG
        • Table SAMSUNG: BUSINESS OVERVIEW
        • Table SAMSUNG: PRODUCTS OFFERED
        • Table SAMSUNG: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAMSUNG: DEALS
      • IFLYTEK
        • Table IFLYTEK: BUSINESS OVERVIEW
        • Table IFLYTEK: PRODUCTS OFFERED
        • Table IFLYTEK: SERVICES OFFERED
        • Table IFLYTEK: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IFLYTEK: DEALS
      • ALIBABA CLOUD
        • Table ALIBABA: BUSINESS OVERVIEW
        • Table ALIBABA CLOUD: PRODUCTS OFFERED
        • Table ALIBABA CLOUD: SERVICES OFFERED
        • Table ALIBABA CLOUD: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ALIBABA CLOUD: DEALS
      • GENERAL VISION
      • DARKTRACE
      • BLACKBERRY LIMITED
      • DIDI CHUXING
      • FACE++
      • INBENTA
      • ANJU SOFTWARE
      • BUTTERFLY NETWORK
      • ATOMWISE
      • INTRINSIC
      • AIBRAIN
      • ADAPTEVA
      • KONIKU
      • KNUEDGE
      • SK HYNIX
      • PROGRESS DATARPM
      • PRECISION HAWK
      • AGEAGLE AERIAL SYSTEM
      • NEURALA
      • TWITTER
      • AUREA SOFTWARE
      • PERSADO
      • 8X8
      • APPIER
      • GUMGUM
      • IPRO
    • OTHER PLAYERS/SMES
      • GRAPHCORE
      • PREFERRED NETWORKS
      • ZENSED
      • APPLIED BRAIN RESEARCH
      • PILOT AI LABS
      • IRIS AUTOMATION
      • GAMAYA
      • EC2CE
      • DESCARTES LABS
      • MYTHIC
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • NATURAL LANGUAGE PROCESSING MARKET-GLOBAL FORECAST TO 2026
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2019-2026 (USD MILLION)
        • Table SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2015-2019 (USD MILLION)
        • Table SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2019-2026 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2019-2026 (USD MILLION)
    • CONVERSATIONAL AI MARKET-GLOBAL FORECAST TO 2025
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table CONVERSATIONAL AI MARKET, BY COMPONENT, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY SERVICE, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY TYPE, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY TECHNOLOGY, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY DEPLOYMENT MODE, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY APPLICATION, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY VERTICAL, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY REGION, 2019-2025 (USD MILLION)
        • Table NORTH AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table EUROPE: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table ASIA PACIFIC: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table LATIN AMERICA: CONVERSATIONAL AI MARKET, BY COUNTRY, 2019-2025 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATIONS OFFERED
    • RELATED REPORTS
    • AUTHOR DETAILS

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