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 2026

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 2026

The global AI market size to grow from USD 58.3 billion in 2021 to USD 309.6 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 39.7% during the forecast period. Various factors such as growth of data-based AI and advancement in deep learning and need to achieve robotic autonomy to stay competitive in a global market are expected to drive the adoption of the AI solutions and services.

The COVID-19 pandemic has encouraged new applications and technological developments within the sector. It has accelerated the adoption of AI in sectors such as healthcare. AI-based tools and solutions are being deployed at scale for responding to the crisis. Technology giants such as Microsoft, Google, Apple, Amazon, and Facebook are taking initiatives related to remote communications between patients and clinicians, contact tracing, and drug development. During the pandemic, various companies experienced significant increase in pressure from customers, while their number of available employees decreased. Various contact centers were unable to cope with demand or closed because of lockdown restrictions, leading to long delays in customer service queries, which dramatically affected the customer experience. Hence, the demand for conversational AI has been increasing to the forefront of technology enablers. Besides the healthcare sector, AI has been revolutionizing various industries to uphold business resilience. The education sector started using AI, while even online education start-ups began to offer personalized services in line with the needs and specific requirements of the students. The COVID-19 crisis has reinforced the need to transform the conventional education system into one driven by technology. Apart from changing the learning methodology, AI-powered machines also enabled educators in several ways, such as tracking student performances, identifying gaps in teaching techniques, and automating mundane administrative tasks.

The software segment to have largest market size during the forecast period
Based on components, the AI market is segmented into hardware, software, and services. The software segment of the report is subsegmented into application programming interface (API) and ML framework, the hardware segment is bifurcated into processor, memory, and network, whereas the services segment is segmented into deployment and integration, and support and maintenance. The software segment is expected to account for largest market size during the forecast. The software integrated into computer systems carries out complex operations. It synthesizes the data received from the hardware systems and processes it in an AI system to generate an intelligent response.

Large enterprises segment to have the largest market size during the forecast period
The AI market has been segmented by organization size into large enterprises and SMEs. The market share of large enterprises is higher; however, the market for SMEs is expected to register a higher CAGR during the forecast period. Large organizations in BFSI, retail, healthcare, and telecommunications verticals need NLP technology for identifying patterns in data. AI helps data management realize which of their practices are ineffective and what all are working best, leading to the adoption of AI solutions in large enterprises.

Among regions, North America to account for largest market size during the forecast period
North America is expected to hold the largest market size in the global AI market. In contrast, APAC is expected to grow at the highest CAGR during the forecast period. The presence of global vendors such as IBM, Google, Microsoft, and AWS would play a vital role in the adoption of AI solutions in the region.

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 AI market.

By Company: Tier I: 34%,Tier II: 43%, and Tier III: 23%
By Designation: C-Level Executives: 50%, D-Level Executives: 30%, and Managers: 20%
By Region: APAC: 30%, Europe: 30%, North America: 25%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering AI solutions and services. It profiles major vendors in the global AI market. The major vendors in the global AI market are include include Alphabet Inc. (US), Microsoft Corporation (US), IBM Corporation (US), Baidu, Inc. (China), Intel Corporation (US), Samsung Electronics Co., Ltd. (South Korea), Amazon Web Services, Inc. (US), SAS Institute Inc. (US), Facebook, Inc. (US), SAP SE (Germany), Salesforce.com, Inc. (US), NVIDIA Corporation (US), Oracle (US), Cisco (US), Siemens (US), Huawei (China), Alibaba Cloud (China), iFLYTEK (China), Hewlett Packard Enterprise Development LP (US), General Vision Inc. (US), Graphcore (UK), Mellanox Technologies (US), Darktrace (UK), Cylance Inc. (US), Didi Chuxing Technology Co. (China), Zoox (US), Face++ (China), Inbenta (US), Zephyr Health Inc. (US), Butterfly Network (US), Atomwise Inc. (US), Vicarious (US), Preferred Network Inc. (Japan), AIBrain LLC (US), Wave Computing Inc. (US), Mythic (US), Adapteva (US), Koniku Inc. (US), KnuEdge Inc. (US), SK Hynix Inc. (South Korea), Progress DataRPM (US), Descartes Labs (US), Gamaya (Switzerland), EC2CE (Spain), Precision Hawk(US), Agribotix (US), Neurala (US), Iris Automation (US), Pilot AI Labs Inc.(US), Sentient Technologies (US), Applied Brain Research (Canada), Twitter (US), InsideSales (US), Persado (US), Mariana (US), Drawbridge (US), Narrative Science (US), Appier (Taiwan), Zensed (Sweden), and GumGum Inc. (US).

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

Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI 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
    • INTRODUCTION TO COVID-19
    • COVID-19 HEALTH ASSESSMENT
    • COVID-19 ECONOMIC ASSESSMENT
      • COVID-19 ECONOMIC IMPACT-SCENARIO ASSESSMENT
    • OBJECTIVES OF THE STUDY
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED FOR THE STUDY
    • CURRENCY CONSIDERED
      • Table UNITED STATES DOLLAR EXCHANGE RATE, 2018-2020
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • 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
    • COMPANY EVALUATION MATRIX METHODOLOGY
    • STARTUP/SME EVALUATION MATRIX METHODOLOGY
    • ASSUMPTIONS FOR THE STUDY
    • LIMITATIONS OF THE STUDY
    • IMPLICATIONS OF COVID-19 ON THE ARTIFICIAL INTELLIGENCE MARKET
  • EXECUTIVE SUMMARY
    • Table ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2015-2020 (USD BILLION, Y-O-Y%)
    • Table ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2021-2026 (USD BILLION, Y-O-Y%)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN THE ARTIFICIAL INTELLIGENCE MARKET
    • ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR
    • ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    • ARTIFICIAL INTELLIGENCE MARKET, OFFERING AND BUSINESS FUNCTION
    • ARTIFICIAL INTELLIGENCE MARKET, BY REGION
  • MARKET OVERVIEW
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGE
    • INVESTMENTS IN ARTIFICIAL INTELLIGENCE
      • Table MAJOR INVESTMENTS IN ARTIFICIAL INTELLIGENCE, 2018-2021
    • ACQUISITIONS IN THE AI MARKET
      • Table MAJOR ACQUISITIONS IN THE ARTIFICIAL INTELLIGENCE MARKET BETWEEN 2018 AND 2021
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2018-2021
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP TEN PATENT OWNERS (US) IN THE ARTIFICIAL INTELLIGENCE MARKET, 2018-2021
    • CASE STUDIES
      • RETAIL
      • MARKETING AND SALES
      • HEALTHCARE
      • FINTECH
      • SECURITY
      • AGRICULTURE
      • MANUFACTURING
      • LAW
    • SUPPLY CHAIN ANALYSIS
    • VALUE CHAIN ANALYSIS
    • USE CASES
    • PORTER'S FIVE FORCES ANALYSIS
      • Table ARTIFICIAL INTELLIGENCE MARKET: PORTER'S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • EVOLUTION
    • ECOSYSTEM OF THE ARTIFICIAL INTELLIGENCE MARKET
    • ARTIFICIAL INTELLIGENCE MARKET: COVID-19 IMPACT
    • PRICING MODEL ANALYSIS
      • Table PRICING ANALYSIS
    • REVENUE ANALYSIS
  • ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERINGS: COVID-19 IMPACT
      • OFFERINGS: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015-2020 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021-2026 (USD BILLION)
    • HARDWARE
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015-2020 (USD BILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021-2026 (USD BILLION)
      • Table HARDWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table HARDWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • PROCESSORS
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015-2020 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021-2026 (USD BILLION)
        • Table PROCESSOR: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table PROCESSOR: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
        • Table MICROPROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table MICROPROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
        • Table GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
        • Table FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
        • Table OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • MEMORY
        • Table MEMORY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table MEMORY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • NETWORK
        • Table NETWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table NETWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • SOFTWARE
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015-2020 (USD BILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021-2026 (USD BILLION)
      • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • APPLICATION PROGRAM INTERFACE
        • Table APPLICATION PROGRAM INTERFACE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table APPLICATION PROGRAM INTERFACE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • MACHINE LEARNING FRAMEWORK
        • Table MACHINE LEARNING FRAMEWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table MACHINE LEARNING FRAMEWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • SERVICES
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015-2020 (USD BILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021-2026 (USD BILLION)
      • Table SERVICES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table SERVICES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • DEPLOYMENT AND INTEGRATION
        • Table DEPLOYMENT AND INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table DEPLOYMENT AND INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • SUPPORT AND MAINTENANCE
        • Table SUPPORT AND MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table SUPPORT AND MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • TECHNOLOGY: COVID-19 IMPACT
      • TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015-2020 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021-2026 (USD BILLION)
    • MACHINE LEARNING
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015-2020 (USD BILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021-2026 (USD BILLION)
      • Table MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • DEEP LEARNING
        • Table DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • SUPERVISED LEARNING
        • Table SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • UNSUPERVISED LEARNING
        • Table UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • REINFORCEMENT LEARNING
        • Table REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • OTHER TECHNOLOGY
        • Table OTHER TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
        • Table OTHER TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • NATURAL LANGUAGE PROCESSING
      • Table NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • CONTEXT-AWARE COMPUTING
      • Table CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • COMPUTER VISION
      • Table COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE
    • INTRODUCTION
      • DEPLOYMENT MODES: COVID-19 IMPACT
      • DEPLOYMENT MODES: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015-2020 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021-2026 (USD BILLION)
    • ON-PREMISES
      • Table ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • CLOUD
      • Table CLOUD: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table CLOUD: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
      • ORGANIZATION SIZE: COVID-19 IMPACT
      • ORGANIZATION SIZE: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015-2020 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021-2026 (USD BILLION)
    • SMALL AND MEDIUM-SIZED ENTERPRISES
      • Table SMALL AND MEDIUM-SIZED ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table SMALL AND MEDIUM-SIZED ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • LARGE ENTERPRISES
      • Table LARGE ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table LARGE ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    • INTRODUCTION
      • BUSINESS FUNCTIONS: COVID-19 IMPACT
      • BUSINESS FUNCTIONS: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015-2020 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021-2026 (USD BILLION)
    • ARTIFICIAL INTELLIGENCE: ENTERPRISE USE CASES
    • FINANCE
      • Table FINANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table FINANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • AI IN ACCOUNTING
      • ARTIFICIAL INTELLIGENCE IN PAYROLL
      • ARTIFICIAL INTELLIGENCE IN FINANCIAL PLANNING AND ANALYSIS
    • SECURITY
      • Table SECURITY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table SECURITY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (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
      • Table HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • VIRTUAL ASSISTANT
      • APPLICANT TRACKING & ASSESSMENT
      • PERSONALIZED LEARNING AND DEVELOPMENT
      • HR ANALYTICS
      • JOB RECOMMENDATION
      • SENTIMENT ANALYSIS
    • LAW
      • Table LAW: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table LAW: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • EDISCOVERY
      • LEGAL RESEARCH
      • CONTRACT ANALYSIS
      • CASE PREDICTION
      • COMPLIANCE
      • OTHER APPLICATIONS
    • MARKETING AND SALES
      • Table MARKETING AND SALES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table MARKETING AND SALES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (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 FUNCTION
      • Table OTHER BUSINESS FUNCTION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table OTHER BUSINESS FUNCTION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICALS: COVID-19 IMPACT
      • VERTICALS: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015-2020 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021-2026 (USD BILLION)
    • BANKING, FINANCIAL SERVICES, AND INSURANCE
      • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table BFSI: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • ENHANCED CUSTOMER EXPERIENCE
      • PREDICTION OF FUTURE OUTCOMES AND TRENDS
      • ROBOTIC AUTOMATION OF PROCESSES
      • CREDIT DECISIONS
    • RETAIL AND ECOMMERCE
      • Table RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • PRODUCT RECOMMENDATION AND PLANNING
      • CUSTOMER RELATIONSHIP MANAGEMENT
      • VISUAL SEARCH
      • VIRTUAL ASSISTANT
      • PRICE OPTIMIZATION
      • PAYMENT SERVICES MANAGEMENT
      • SUPPLY CHAIN MANAGEMENT AND DEMAND PLANNING
      • OTHER APPLICATIONS
    • AUTOMOTIVE
      • Table AUTOMOTIVE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table AUTOMOTIVE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • AUTONOMOUS DRIVING
      • HUMAN-MACHINE INTERFACE
      • SEMIAUTONOMOUS DRIVING
    • GOVERNMENT AND DEFENSE
      • Table GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • CUSTOMER SERVICE CHATBOTS
      • AUTONOMOUS DRONES
      • SURVEILLANCE
      • PREDICTING A CRIME AND RECOMMENDING OPTIMAL POLICE PRESENCE
      • IDENTIFYING FRAUDULENT BENEFITS CLAIMS
    • HEALTHCARE AND LIFESCIENCES
      • Table HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • 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
      • RESEARCH
    • TELECOMMUNICATION AND IT
      • Table IT AND TELECOM: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table IT AND TELECOM: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • NETWORK OPTIMIZATION
      • PREDICTIVE MAINTENANCE
      • VIRTUAL ASSISTANTS FOR CUSTOMER SUPPORT
    • ENERGY AND UTILITIES
      • Table ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • ENERGY EFFICIENCY DECISION-MAKING
      • FAULT PREDICTION
      • ARTIFICIAL INTELLIGENCE IN THE POWER GRID - SMART GRIDS AND SECTOR COUPLING
      • ARTIFICIAL INTELLIGENCE IN ELECTRICITY TRADING
      • ARTIFICIAL INTELLIGENCE IN THE VIRTUAL POWER PLANT
    • MANUFACTURING
      • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
      • MATERIAL MOVEMENT
      • PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION
      • PRODUCTION PLANNING
      • FIELD SERVICES
      • RECLAMATION
      • QUALITY CONTROL
    • OTHER VERTICALS
      • Table OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
  • ARTIFICIAL INTELLIGENCE MARKET BY REGION
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015-2020 (USD BILLION)
      • Table ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021-2026 (USD BILLION)
    • NORTH AMERICA
      • NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • NORTH AMERICA: COVID-19 IMPACT
      • NORTH AMERICA: REGULATORY IMPLICATIONS
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015-2020(USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021-2026 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2015-2020 (USD BILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2021-2026 (USD BILLION)
      • UNITED STATES
      • CANADA
    • EUROPE
      • EUROPE: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • EUROPE: COVID-19 IMPACT
      • EUROPE: REGULATIONS
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021-2026 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2015-2020 (USD BILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2021-2026 (USD BILLION)
      • UNITED KINGDOM
      • GERMANY
      • FRANCE
      • ITALY
      • SPAIN
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • ASIA PACIFIC: COVID-19 IMPACT
      • ASIA PACIFIC: REGULATIONS
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015-2020(USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021-2026 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2015-2020 (USD BILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2021-2026 (USD BILLION)
      • CHINA
      • JAPAN
      • SOUTH KOREA
      • INDIA
      • REST OF ASIA PACIFIC
    • MIDDLE EAST AND AFRICA
      • MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • MIDDLE EAST AND AFRICA: COVID-19 IMPACT
      • MIDDLE EAST AND AFRICA: REGULATIONS
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015-2020(USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021-2026 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2015-2020 (USD BILLION)
        • Table MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2021-2026 (USD BILLION)
      • KINGDOM OF SAUDI ARABIA
      • UNITED ARAB EMIRATES
      • SOUTH AFRICA
      • REST OF MIDDLE EAST AND AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
      • LATIN AMERICA: COVID-19 IMPACT
      • LATIN AMERICA: REGULATIONS
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015-2020(USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021-2026 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2015-2020 (USD BILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2021-2026 (USD BILLION)
      • BRAZIL
      • MEXICO
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • MARKET SHARE ANALYSIS
      • Table AI MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION QUADRANT
      • COMPANY EVALUATION MATRIX: DEFINITIONS AND METHODOLOGY
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
    • MARKET SHARE/RANK
    • PRODUCT FOOTPRINT
      • Table COMPANY PRODUCT FOOTPRINT
      • Table COMPANY BUSINESS FUNCTION FOOTPRINT
      • Table COMPANY INDUSTRY FOOTPRINT
      • Table COMPANY REGION FOOTPRINT
    • STARTUP/SME EVALUATION MATRIX, 2020
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
        • Table PRODUCT LAUNCHES, 2018-2021
      • DEALS
        • Table DEALS, 2018-2021
      • OTHERS
        • Table OTHERS, 2018-2021
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • GOOGLE
        • Table GOOGLE: BUSINESS AND FINANCIAL OVERVIEW
        • Table GOOGLE: PRODUCTS OFFERED
      • MICROSOFT
        • Table MICROSOFT: BUSINESS AND FINANCIAL OVERVIEW
        • Table MICROSOFT: SOLUTIONS OFFERED
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS OFFERED
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
        • Table INTEL: PRODUCTS OFFERED
      • BAIDU
        • Table BAIDU: BUSINESS OVERVIEW
        • Table BAIDU: PRODUCTS OFFERED
      • ALIBABA CLOUD
        • Table ALIBABA CLOUD: BUSINESS OVERVIEW
        • Table ALIBABA CLOUD: PRODUCTS OFFERED
      • IFLYTEK
        • Table IFLYTEK: BUSINESS OVERVIEW
        • Table IFLYTEK: PRODUCTS OFFERED
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: SOLUTIONS OFFERED
      • AMAZON WEB SERVICES
        • Table AMAZON WEB SERVICES: BUSINESS OVERVIEW
        • Table AMAZON WEB SERVICES: SOLUTIONS OFFERED
      • SALESFORCE
        • Table SALESFORCE: BUSINESS OVERVIEW
        • Table SALESFORCE: SOLUTIONS OFFERED
      • SAP
        • Table SAP: BUSINESS OVERVIEW
        • Table SAP: SOLUTIONS OFFERED
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: PRODUCTS OFFERED
      • CISCO
        • Table CISCO: BUSINESS OVERVIEW
        • Table CISCO: SOLUTIONS OFFERED
      • FACEBOOK
        • Table FACEBOOK: BUSINESS OVERVIEW
        • Table FACEBOOK: SOLUTIONS OFFERED
      • SAMSUNG
        • Table SAMSUNG: BUSINESS OVERVIEW
        • Table SAMSUNG: SOLUTIONS OFFERED
      • HPE
        • Table HPE: BUSINESS OVERVIEW
      • SIEMENS
        • Table SIEMENS: BUSINESS OVERVIEW
        • Table SIEMENS: SOLUTIONS OFFERED
      • HUAWEI
        • Table HUAWEI: BUSINESS OVERVIEW
        • Table HUAWEI: PRODUCTS AND SERVICES OFFERED
      • NVIDIA
        • Table NVIDIA: BUSINESS OVERVIEW
        • Table NVIDIA: PRODUCTS AND SERVICES OFFERED
      • GENERAL VISION
      • MELLANOX TECHNOLOGIES
      • DARKTRACE
      • CYLANCE
      • DIDI CHUXING
      • FACE++
      • INBENTA
      • ZEPHYR HEALTH
      • BUTTERFLY NETWORK
      • ATOMWISE
      • VICARIOUS
      • AIBRAIN
      • WAVE COMPUTING
      • ADAPTEVA
      • KONIKU
      • KNUEDGE
      • SK HYNIX
      • PROGRESS DATARPM
      • PRECISION HAWK
      • AGRIBOTIX
      • NEURALA
      • SENTIENT TECHNOLOGIES
      • TWITTER
      • INSIDESALES
      • PERSADO
      • MARIANA
      • DRAWBRIDGE
      • NARRATIVE SCIENCE
      • APPIER
      • GUMGUM
      • ZYLAB
    • OTHER PLAYERS
      • GRAPHCORE
      • ZOOX
      • PREFERRED NETWORK
      • 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
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019-2026 (USD MILLION)
        • Table SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION TYPE, 2015-2019 (USD MILLION)
        • Table SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION TYPE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019-2026 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015-2019 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019-2026 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019-2026 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015-2019 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019-2026 (USD MILLION)
      • CONVERSATIONAL AI MARKET-GLOBAL FORECAST TO 2025
        • Table CONVERSATIONAL AI MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET SIZE, BY SERVICE, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET SIZE, BY APPLICATION, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET SIZE, BY VERTICAL, 2019-2025 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019-2025 (USD MILLION)
        • Table NORTH AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table EUROPE: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table ASIA PACIFIC: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
        • Table LATIN AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • AVAILABLE CUSTOMIZATIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

Download our eBook: How to Succeed Using Market Research

Learn how to effectively navigate the market research process to help guide your organization on the journey to success.

Download eBook