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

Table of Contents

1.... INTRODUCTION

1.1             INTRODUCTION TO COVID-19
1.2             COVID-19 HEALTH ASSESSMENT
・       FIGURE 1............................... COVID-19: GLOBAL PROPAGATION
・       FIGURE 2................ COVID-19 PROPAGATION: SELECT COUNTRIES
1.3             COVID-19 ECONOMIC ASSESSMENT
・       FIGURE 3.... REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
1.3.1              COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
・       FIGURE 4................. CRITERIA IMPACTING THE GLOBAL ECONOMY
・       FIGURE 5........ SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
1.4             OBJECTIVES OF THE STUDY
1.5             MARKET DEFINITION
1.5.1              INCLUSIONS AND EXCLUSIONS
1.6             MARKET SCOPE
1.6.1              MARKET SEGMENTATION
1.6.2              REGIONS COVERED.. 42
1.6.3              YEARS CONSIDERED FOR THE STUDY
1.7             CURRENCY CONSIDERED
・       TABLE 1....... UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020
1.8             STAKEHOLDERS
1.9             SUMMARY OF CHANGES

2.... RESEARCH METHODOLOGY

2.1             RESEARCH DATA
・       FIGURE 6.... ARTIFICIAL INTELLIGENCE MARKET: RESEARCH DESIGN
2.1.1              SECONDARY DATA
2.1.2              PRIMARY DATA
・       TABLE 2................................................. PRIMARY INTERVIEWS
2.1.2.1            BREAKUP OF PRIMARY PROFILES
2.1.2.2            KEY INDUSTRY INSIGHTS
2.2             MARKET BREAKUP AND DATA TRIANGULATION
・       FIGURE 7............................................... DATA TRIANGULATION
2.3             MARKET SIZE ESTIMATION
・       FIGURE 8......... ARTIFICIAL INTELLIGENCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1              TOP-DOWN APPROACH.. 50
2.3.2              BOTTOM-UP APPROACH
・       FIGURE 9.. MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF THE ARTIFICIAL INTELLIGENCE MARKET
・       FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE ARTIFICIAL INTELLIGENCE MARKET
・       FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE ARTIFICIAL INTELLIGENCE MARKET
・       FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF ARTIFICIAL INTELLIGENCE THROUGH OVERALL ARTIFICIAL INTELLIGENCE SPENDING
2.4             MARKET FORECAST
・       TABLE 3...................................................... FACTOR ANALYSIS.. 54
2.5             COMPANY EVALUATION MATRIX METHODOLOGY
・       FIGURE 13.... COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.6             STARTUP/SME EVALUATION MATRIX METHODOLOGY
・       FIGURE 14.............. STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.7             ASSUMPTIONS FOR THE STUDY
2.8             LIMITATIONS OF THE STUDY
2.9             IMPLICATIONS OF COVID-19 ON THE ARTIFICIAL INTELLIGENCE MARKET
・       FIGURE 15.. QUARTERLY IMPACT OF COVID-19 DURING 2020–2021

3.... EXECUTIVE SUMMARY

・       TABLE 4 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE,
2015–2020 (USD BILLION, Y-O-Y%)
・       TABLE 5 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE,
2021–2026 (USD BILLION, Y-O-Y%)
・       FIGURE 16.... ARTIFICIAL INTELLIGENCE SOFTWARE TO BE A LARGER MARKET IN 2021 (USD BILLION)
・       FIGURE 17.... PROCESSOR HARDWARE TO BE THE LARGEST MARKET SIZE IN 2021
・       FIGURE 18..... MACHINE LEARNING FRAMEWORK TO DOMINATE THE MARKET IN 2021
・       FIGURE 19..... DEPLOYMENT AND INTEGRATION SEGMENT TO HAVE A LARGER MARKET SIZE IN 2021
・       FIGURE 20..... MACHINE LEARNING TECHNOLOGY TO DOMINATE THE MARKET IN 2021 (USD BILLION)
・       FIGURE 21................. CLOUD TO BE THE LARGER MARKET IN 2021
・       FIGURE 22 LARGE ENTERPRISES TO BE THE LARGER MARKET IN 2021 (VALUE)
・       FIGURE 23 ARTIFICIAL INTELLIGENCE MARKET FOR LAW TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
・       FIGURE 24 ARTIFICIAL INTELLIGENCE MARKET IN NORTH AMERICA TO HOLD THE LARGEST SHARE IN 2021

4.... PREMIUM INSIGHTS

4.1             ATTRACTIVE OPPORTUNITIES IN THE ARTIFICIAL INTELLIGENCE MARKET
・       FIGURE 25.... ARTIFICIAL INTELLIGENCE MARKET IN ASIA PACIFIC TO GROW AT THE HIGHEST CAGR BETWEEN 2021 AND 2026
4.2             ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR
・       FIGURE 26......... ARTIFICIAL INTELLIGENCE MARKET FOR GRAPHICS PROCESSING UNIT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
4.3             ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
・       FIGURE 27... MARKETING AND SALES BUSINESS FUNCTION TO HOLD LARGEST MARKET SIZE DURING THE FORECAST PERIOD
4.4             ARTIFICIAL INTELLIGENCE MARKET, OFFERING AND BUSINESS FUNCTION
・       FIGURE 28........ SOFTWARE OFFERING AND MARKETING AND SALES BUSINESS FUNCTION TO HOLD THE LARGEST MARKET SHARE OF THE ARTIFICIAL INTELLIGENCE MARKET IN NORTH AMERICA DURING FORECAST PERIOD
4.5             ARTIFICIAL INTELLIGENCE MARKET, BY REGION
・       FIGURE 29. NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2021

5.... MARKET OVERVIEW

5.1             MARKET DYNAMICS
・       FIGURE 30............... DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: ARTIFICIAL INTELLIGENCE MARKET
5.1.1              DRIVERS
5.1.1.1            GROWTH OF DATA-BASED AI AND ADVANCEMENT IN DEEP LEARNING
5.1.1.2            NEED TO ACHIEVE ROBOTIC AUTONOMY TO STAY COMPETITIVE IN A GLOBAL MARKET
5.1.2              RESTRAINTS
5.1.2.1            LIMITED NUMBER OF AI EXPERTS
5.1.3              OPPORTUNITIES
5.1.3.1            GROWTH IN ETHICAL AI DEVELOPMENT TO BOOST THE ADOPTION OF AI TECHNOLOGY
5.1.3.2            INCREASE IN GOVERNMENT INITIATIVES AND GROWTH IN INVESTMENTS TO LEVERAGE THE AI TECHNOLOGY
5.1.4              CHALLENGE
5.1.4.1            DATA SECURITY AND PRIVACY CONCERNS
5.2             INVESTMENTS IN ARTIFICIAL INTELLIGENCE
・       TABLE 6.. MAJOR INVESTMENTS IN ARTIFICIAL INTELLIGENCE, 2018–2021
5.3             ACQUISITIONS IN THE AI MARKET
・       TABLE 7...... MAJOR ACQUISITIONS IN THE ARTIFICIAL INTELLIGENCE MARKET BETWEEN 2018 AND 2021
5.4             PATENT ANALYSIS
5.4.1              METHODOLOGY
5.4.2              DOCUMENT TYPE
・       TABLE 8......................................... PATENTS FILED, 2018-2021
5.4.3              INNOVATION AND PATENT APPLICATIONS
・       FIGURE 31. TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2018–2021
5.4.3.1            TOP APPLICANTS
・       FIGURE 32 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021
・       TABLE 9.............. TOP TEN PATENT OWNERS (US) IN THE ARTIFICIAL INTELLIGENCE MARKET, 2018–2021
5.5             CASE STUDIES
5.5.1              RETAIL
5.5.1.1            USE CASE 1: ASOS USED MICROSOFT AZURE ML SERVICE TO REDUCE TIME-TO-MARKET FOR RECOMMENDATIONS MODEL
5.5.1.2            USE CASE 2: AWS TECHNOLOGIES HELPED ARTFINDER GIVE RECOMMENDATIONS TO ITS CUSTOMERS
5.5.2              MARKETING AND SALES
5.5.2.1            USE CASE 1: US FOODS USED SOLUTIONS OFFERED BY SNOWFLAKE AND DATAROBOT TO ANALYZE TRANSACTIONS FROM 300,000 CUSTOMERS
5.5.2.2            USE CASE 2: MARKETING TECHNOLOGY COMPANIES, SUCH AS G5 AND PODER.IO USE H2O.AI TECHNOLOGY TO DELIVER INNOVATIVE MARKETING SOLUTIONS
5.5.3              HEALTHCARE
5.5.3.1            USE CASE 1: TAMIL NADU EGOVERNANCE AGENCY (TNEGA) USED AN AI-BASED MOBILE APP TO ENABLE THE SCREENING OF A LARGE NUMBER OF PEOPLE FOR CATARACT
5.5.3.2            USE CASE 2: INSPIRE USED ML TO CONNECT MILLIONS OF PATIENTS AND CAREGIVERS ON AWS
5.5.4              FINTECH
5.5.4.1            USE CASE 1: HUMANA USED WATSON ASSISTANT TO ADDRESS CUSTOMER QUERIES.. 81
5.5.4.2            USE CASE 2: H2O DRIVERLESS AI USED BY VARIOUS FINANCIAL INSTITUTIONS TO DETECT AND PREVENT FRAUD
5.5.5              SECURITY
5.5.5.1            USE CASE 1: CYBRAICS NLIGHTEN PLATFORM HELPED PREVENT SYSTEMS FROM CYBER THREATS
5.5.5.2            USE CASE 2: COGNIZANT CREATED AN AI-ENABLED SMUDGING SOLUTION FOR A LARGE INDIAN INSURANCE COMPANY TO PROTECT BIOMETRIC DATA
5.5.6              AGRICULTURE
5.5.6.1            USE CASE 1: THE BIOCHEMICAL COMPANY BUILT A DIGITAL SOLUTION POSSIBLE TO DELIVER ACCURATE PRODUCT RECOMMENDATIONS THROUGH THE POWER OF AI
5.5.6.2            USE CASE 2: AN AGROCHEMICAL COMPANY USED PRECISION FARMING SOLUTION TO PREDICT MILDEW DISEASE OCCURRING IN CROPS
5.5.7              MANUFACTURING
5.5.7.1            USE CASE 1: KIA MOTORS AMERICA RELIED ON ADVANCED ANALYTICS AND AI SOLUTIONS FROM SAS TO IMPROVE ITS PRODUCTS, SERVICES, AND CUSTOMER SATISFACTION
5.5.7.2            USE CASE 2: COCA-COLA USED IBM WATSON SERVICES FOR CORE ML TO IDENTIFY EQUIPMENT ISSUES, DIAGNOSE PROBLEMS, AND TROUBLESHOOT REPAIRS
5.5.8              LAW
5.5.8.1            USE CASE 1: THE LAW SOCIETY OF BRITISH COLUMBIA (BC) USED DATAIKU FOR RISK RANKING AND ANOMALY DETECTION
5.5.8.2            USE CASE 2: NIA CONTRACTS ANALYSIS OF INFOSYS LEVERAGED ADVANCED ML TECHNIQUES TO HELP CUSTOMERS DERIVE INSIGHTS FROM THEIR CONTRACTS AND OTHER LEGAL DOCUMENTS
5.6             SUPPLY CHAIN ANALYSIS
・       FIGURE 33....... ARTIFICIAL INTELLIGENCE: SUPPLY CHAIN ANALYSIS
5.7             VALUE CHAIN ANALYSIS
・       FIGURE 34......... ARTIFICIAL INTELLIGENCE: VALUE CHAIN ANALYSIS
5.8             USE CASES
・       FIGURE 35............. ARTIFICIAL INTELLIGENCE: USE CASES ACROSS VERTICALS
5.9             PORTER’S FIVE FORCES ANALYSIS
・       FIGURE 36......... ARTIFICIAL INTELLIGENCE: PORTER’S FIVE FORCES ANALYSIS
・       TABLE 10 ARTIFICIAL INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS
5.9.1              THREAT OF NEW ENTRANTS
5.9.2              THREAT OF SUBSTITUTES
5.9.3              BARGAINING POWER OF SUPPLIERS
5.9.4          BARGAINING POWER OF BUYERS
5.9.5              INTENSITY OF COMPETITIVE RIVALRY
5.10          EVOLUTION
・       FIGURE 37..................... EVOLUTION OF ARTIFICIAL INTELLIGENCE
5.11          ECOSYSTEM OF THE ARTIFICIAL INTELLIGENCE MARKET
・       FIGURE 38.......................................................... ECOSYSTEM
5.12          ARTIFICIAL INTELLIGENCE MARKET: COVID-19 IMPACT
5.13          PRICING MODEL ANALYSIS
・       TABLE 11................................................... PRICING ANALYSIS.. 94
5.14          REVENUE ANALYSIS
・       FIGURE 39............... REVENUE ANALYSIS OF TOP FIVE COMPANIES

6.... ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING

6.1             INTRODUCTION
6.1.1              OFFERINGS: COVID-19 IMPACT
6.1.2              OFFERINGS: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
・       FIGURE 40...... ARTIFICIAL INTELLIGENCE MARKET FOR SERVICES TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD.. 99
・       TABLE 12..... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING,
2015–2020 (USD BILLION)
・       TABLE 13..... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING,
2021–2026 (USD BILLION)
6.2             HARDWARE
・       TABLE 14... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE,
2015–2020 (USD BILLION)
・       TABLE 15... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE,
2021–2026 (USD BILLION)
・       TABLE 16.... HARDWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 17.... HARDWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)

6.2.1              PROCESSORS
・       TABLE 18.. ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR,
2015–2020 (USD BILLION)
・       TABLE 19.. ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR,
2021–2026 (USD BILLION)
・       TABLE 20.. PROCESSOR: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 21.. PROCESSOR: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
6.2.1.1            MICROPROCESSING UNIT
・       TABLE 22........ MICROPROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 23........ MICROPROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
6.2.1.2            GRAPHICS PROCESSING UNIT
・       TABLE 24... GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 25... GRAPHICS PROCESSING UNIT: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
6.2.1.3            FIELD PROGRAMMABLE GATE ARRAYS
・       TABLE 26........... FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 27........... FIELD PROGRAMMABLE GATE ARRAYS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
6.2.1.4            OTHER PROCESSORS
・       TABLE 28.. OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 29.. OTHER PROCESSORS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
6.2.2              MEMORY
・       TABLE 30....... MEMORY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 31....... MEMORY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
6.2.3              NETWORK
・       TABLE 32...... NETWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 33...... NETWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
6.3             SOFTWARE
・       TABLE 34.... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE,
2015–2020 (USD BILLION)
・       TABLE 35.... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE,
2021–2026 (USD BILLION)
・       TABLE 36.... SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 37.... SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
6.3.1              APPLICATION PROGRAM INTERFACE
・       TABLE 38.............. APPLICATION PROGRAM INTERFACE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 39.............. APPLICATION PROGRAM INTERFACE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
6.3.2              MACHINE LEARNING FRAMEWORK
・       TABLE 40................ MACHINE LEARNING FRAMEWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 41................ MACHINE LEARNING FRAMEWORK: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
6.4             SERVICES
・       TABLE 42........ ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE,
2015–2020 (USD BILLION)
・       TABLE 43........ ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE,
2021–2026 (USD BILLION)
・       TABLE 44...... SERVICES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 45...... SERVICES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
6.4.1              DEPLOYMENT AND INTEGRATION
・       TABLE 46 DEPLOYMENT AND INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 47 DEPLOYMENT AND INTEGRATION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
6.4.2              SUPPORT AND MAINTENANCE
・       TABLE 48... SUPPORT AND MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 49... SUPPORT AND MAINTENANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)

7.... ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY

7.1             INTRODUCTION
7.1.1              TECHNOLOGY: COVID-19 IMPACT
7.1.2              TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
・       FIGURE 41........ ARTIFICIAL INTELLIGENCE MARKET FOR COMPUTER VISION TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
・       TABLE 50. ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY,
2015–2020 (USD BILLION)
・       TABLE 51. ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY,
2021–2026 (USD BILLION)
7.2             MACHINE LEARNING
・       TABLE 52....... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING,
2015–2020 (USD BILLION)
・       TABLE 53....... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING,
2021–2026 (USD BILLION)
・       TABLE 54... MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 55... MACHINE LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
7.2.1              DEEP LEARNING
・       TABLE 56.. DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 57.. DEEP LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
7.2.2              SUPERVISED LEARNING
・       TABLE 58 SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 59 SUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
7.2.3              UNSUPERVISED LEARNING
・       TABLE 60...... UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 61...... UNSUPERVISED LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
7.2.4              REINFORCEMENT LEARNING
・       TABLE 62..... REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 63..... REINFORCEMENT LEARNING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
7.2.5              OTHER TECHNOLOGY. 126
・       TABLE 64... OTHER TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 65... OTHER TECHNOLOGY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
7.3             NATURAL LANGUAGE PROCESSING
・       TABLE 66............... NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 67............... NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
7.4             CONTEXT-AWARE COMPUTING
・       TABLE 68.. CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 69.. CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
7.5             COMPUTER VISION
・       TABLE 70..... COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 71..... COMPUTER VISION: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)

8.... ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE

8.1             INTRODUCTION
8.1.1              DEPLOYMENT MODES: COVID-19 IMPACT
8.1.2              DEPLOYMENT MODES: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
・       FIGURE 42 CLOUD DEPLOYMENT MODE TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
・       TABLE 72.. ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2015–2020 (USD BILLION)
・       TABLE 73.. ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD BILLION)
8.2             ON-PREMISES
・       TABLE 74 ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 75 ON-PREMISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
8.3             CLOUD
・       TABLE 76.......... CLOUD: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 77.......... CLOUD: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)

9.... ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE

9.1             INTRODUCTION
9.1.1              ORGANIZATION SIZE: COVID-19 IMPACT
9.1.2              ORGANIZATION SIZE: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
・       FIGURE 43.. SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
・       TABLE 78 ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2015–2020 (USD BILLION)
・       TABLE 79 ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD BILLION)
9.2             SMALL AND MEDIUM-SIZED ENTERPRISES
・       TABLE 80...... SMALL AND MEDIUM-SIZED ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 81...... SMALL AND MEDIUM-SIZED ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
9.3             LARGE ENTERPRISES
・       TABLE 82.. LARGE ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 83.. LARGE ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)

10.. ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION

10.1          INTRODUCTION
10.1.1            BUSINESS FUNCTIONS: COVID-19 IMPACT
10.1.2            BUSINESS FUNCTIONS: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
・       FIGURE 44... ARTIFICIAL INTELLIGENCE MARKET FOR LAW BUSINESS FUNCTION TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
・       TABLE 84...... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION,
2015–2020 (USD BILLION)
・       TABLE 85...... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION,
2021–2026 (USD BILLION)
10.2          ARTIFICIAL INTELLIGENCE: ENTERPRISE USE CASES
10.3          FINANCE
・       TABLE 86....... FINANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 87....... FINANCE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
10.3.1            AI IN ACCOUNTING.. 146
10.3.2            ARTIFICIAL INTELLIGENCE IN PAYROLL
10.3.3            ARTIFICIAL INTELLIGENCE IN FINANCIAL PLANNING AND ANALYSIS
10.4          SECURITY
・       TABLE 88...... SECURITY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 89...... SECURITY: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
10.4.1            IDENTITY AND ACCESS MANAGEMENT
10.4.2            RISK AND COMPLIANCE MANAGEMENT
10.4.3            ENCRYPTION
10.4.4            DATA LOSS PREVENTION
10.4.5            UNIFIED THREAT MANAGEMENT
10.4.6            ANTIVIRUS/ANTIMALWARE
10.4.7            INTRUSION DETECTION/PREVENTION SYSTEMS
10.4.8            OTHER SECURITY SOLUTIONS
10.5          HUMAN RESOURCES
・       TABLE 90... HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 91... HUMAN RESOURCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
10.5.1            VIRTUAL ASSISTANT. 150
10.5.2            APPLICANT TRACKING & ASSESSMENT
10.5.3            PERSONALIZED LEARNING AND DEVELOPMENT
10.5.4            HR ANALYTICS
10.5.5            JOB RECOMMENDATION
10.5.6            SENTIMENT ANALYSIS
10.6          LAW
・       TABLE 92. LAW: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 93. LAW: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
10.6.1            EDISCOVERY
10.6.2            LEGAL RESEARCH
10.6.3            CONTRACT ANALYSIS.. 153
10.6.4            CASE PREDICTION.. 153
10.6.5            COMPLIANCE
10.6.6            OTHER APPLICATIONS
10.7          MARKETING AND SALES
・       TABLE 94.......... MARKETING AND SALES: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 95.......... MARKETING AND SALES: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
10.7.1            SOCIAL MEDIA ADVERTISING
10.7.2            SEARCH ADVERTISING
10.7.3            DYNAMIC PRICING.. 155
10.7.4            VIRTUAL ASSISTANT. 155
10.7.5            CONTENT CURATION.. 156
10.7.6            SALES AND MARKETING AUTOMATION
10.7.7            ANALYTICS PLATFORM
10.7.8            OTHER MARKETING AND SALES SOLUTIONS
10.8          OTHER BUSINESS FUNCTION
・       TABLE 96.... OTHER BUSINESS FUNCTION: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 97.... OTHER BUSINESS FUNCTION: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)

11.. ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL

11.1          INTRODUCTION
11.1.1            VERTICALS: COVID-19 IMPACT
11.1.2            VERTICALS: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
・       FIGURE 45 ARTIFICIAL INTELLIGENCE MARKET FOR HEALTHCARE AND LIFE SCIENCES VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
・       TABLE 98...... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL,
2015–2020 (USD BILLION)
・       TABLE 99...... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL,
2021–2026 (USD BILLION)
11.2          BANKING, FINANCIAL SERVICES, AND INSURANCE
・       TABLE 100 BFSI: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2015–2020 (USD BILLION)
・       TABLE 101 BFSI: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION,
2021–2026 (USD BILLION)
11.2.1            ENHANCED CUSTOMER EXPERIENCE
11.2.2            PREDICTION OF FUTURE OUTCOMES AND TRENDS
11.2.3            ROBOTIC AUTOMATION OF PROCESSES
11.2.4            CREDIT DECISIONS.. 163
11.3          RETAIL AND ECOMMERCE
・       TABLE 102...... RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 103...... RETAIL AND ECOMMERCE: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
11.3.1            PRODUCT RECOMMENDATION AND PLANNING
11.3.2            CUSTOMER RELATIONSHIP MANAGEMENT
11.3.3            VISUAL SEARCH
11.3.4            VIRTUAL ASSISTANT. 165
11.3.5            PRICE OPTIMIZATION
11.3.6            PAYMENT SERVICES MANAGEMENT
11.3.7            SUPPLY CHAIN MANAGEMENT AND DEMAND PLANNING
11.3.8            OTHER APPLICATIONS
11.4          AUTOMOTIVE
・       TABLE 104 AUTOMOTIVE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 105 AUTOMOTIVE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
11.4.1            AUTONOMOUS DRIVING
11.4.2            HUMAN-MACHINE INTERFACE
11.4.3            SEMIAUTONOMOUS DRIVING
11.5          GOVERNMENT AND DEFENSE
・       TABLE 106.. GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2015–2020 (USD BILLION)
・       TABLE 107.. GOVERNMENT AND DEFENSE: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY REGION, 2021–2026 (USD BILLION)
11.5.1            CUSTOMER SERVICE CHATBOTS
11.5.2            AUTONOMOUS DRONES.. 170
11.5.3            SURVEILLANCE
11.5.4            PREDICTING A CRIME AND RECOMMENDING OPTIMAL POLICE PRESENCE
11.5.5            IDENTIFYING FRAUDULENT BENEFITS CLAIMS
11.6          HEALTHCARE AND LIFESCIENCES
・       TABLE 108................ HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 109................ HEALTHCARE AND LIFESCIENCES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
11.6.1            PATIENT DATA AND RISK ANALYSIS
11.6.2            LIFESTYLE MANAGEMENT AND MONITORING
11.6.3            PRECISION MEDICINE
11.6.4            INPATIENT CARE AND HOSPITAL MANAGEMENT
11.6.5            MEDICAL IMAGING AND DIAGNOSTICS
11.6.6            DRUG DISCOVERY
11.6.7            VIRTUAL ASSISTANT. 174
11.6.8            WEARABLES
11.6.9            RESEARCH

11.7          TELECOMMUNICATION AND IT
・       TABLE 110 IT AND TELECOM: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 111 IT AND TELECOM: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
11.7.1            NETWORK OPTIMIZATION
11.7.2            PREDICTIVE MAINTENANCE
11.7.3            VIRTUAL ASSISTANTS FOR CUSTOMER SUPPORT
11.8          ENERGY AND UTILITIES
・       TABLE 112.......... ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 113.......... ENERGY AND UTILITIES: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
11.8.1            ENERGY EFFICIENCY DECISION-MAKING
11.8.2            FAULT PREDICTION.. 178
11.8.3            ARTIFICIAL INTELLIGENCE IN THE POWER GRID - SMART GRIDS AND SECTOR COUPLING
11.8.4            ARTIFICIAL INTELLIGENCE IN ELECTRICITY TRADING
11.8.5            ARTIFICIAL INTELLIGENCE IN THE VIRTUAL POWER PLANT
11.9          MANUFACTURING
・       TABLE 114..... MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 115..... MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
11.9.1            MATERIAL MOVEMENT. 180
11.9.2            PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION
11.9.3            PRODUCTION PLANNING
11.9.4            FIELD SERVICES
11.9.5            RECLAMATION
11.9.6            QUALITY CONTROL. 181
11.10        OTHER VERTICALS
・       TABLE 116.... OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 117.... OTHER VERTICALS: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)

12.. ARTIFICIAL INTELLIGENCE MARKET BY REGION

12.1          INTRODUCTION
・       FIGURE 46........ ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING FORECAST PERIOD
・       FIGURE 47..... CHINA TO ACCOUNT FOR THE HIGHEST CAGR DURING FORECAST PERIOD
・       TABLE 118....... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2015–2020 (USD BILLION)
・       TABLE 119....... ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2021–2026 (USD BILLION)
12.2          NORTH AMERICA
12.2.1            NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
12.2.2            NORTH AMERICA: COVID-19 IMPACT
12.2.3            NORTH AMERICA: REGULATORY IMPLICATIONS
12.2.3.1          HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
12.2.3.2          CALIFORNIA CONSUMER PRIVACY ACT
12.2.3.3          GRAMM–LEACH–BLILEY ACT
12.2.3.4          HEALTH INFORMATION TECHNOLOGY FOR ECONOMIC AND CLINICAL HEALTH ACT
12.2.3.5          SARBANES OXLEY ACT
12.2.3.6          UNITED STATES SECURITIES AND EXCHANGE COMMISSION
12.2.3.7          CALIFORNIA CONSUMER PRIVACY ACT
12.2.3.8          FEDERAL INFORMATION SECURITY MANAGEMENT ACT
12.2.3.9          FEDERAL INFORMATION PROCESSING STANDARDS
・       FIGURE 48.... ARTIFICIAL INTELLIGENCE MARKET SNAPSHOT: NORTH AMERICA
・       TABLE 120 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015–2020 (USD BILLION)
・       TABLE 121 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021–2026 (USD BILLION)
・       TABLE 122 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015–2020 (USD BILLION)
・       TABLE 123 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021–2026 (USD BILLION)
・       TABLE 124 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015–2020 (USD BILLION)
・       TABLE 125 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021–2026 (USD BILLION)
・       TABLE 126 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015–2020 (USD BILLION)
・       TABLE 127 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021–2026 (USD BILLION)
・       TABLE 128 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015–2020 (USD BILLION)
・       TABLE 129 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021–2026 (USD BILLION)
・       TABLE 130 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015–2020 (USD BILLION)
・       TABLE 131 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021–2026 (USD BILLION)
・       TABLE 132 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015–2020 (USD BILLION)
・       TABLE 133 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021–2026 (USD BILLION)
・       TABLE 134 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD BILLION)
・       TABLE 135 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD BILLION)
・       TABLE 136 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD BILLION)
・       TABLE 137 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD BILLION)
・       TABLE 138 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015–2020 (USD BILLION)
・       TABLE 139 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD BILLION)
・       TABLE 140 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015–2020(USD BILLION)
・       TABLE 141 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021–2026 (USD BILLION)
・       TABLE 142 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2015–2020 (USD BILLION)
・       TABLE 143 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2021–2026 (USD BILLION)
12.2.4            UNITED STATES
12.2.5            CANADA
12.3          EUROPE
12.3.1            EUROPE: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
12.3.2            EUROPE: COVID-19 IMPACT
12.3.3            EUROPE: REGULATIONS
12.3.3.1          EUROPEAN MARKET INFRASTRUCTURE REGULATION
12.3.3.2          GENERAL DATA PROTECTION REGULATION
12.3.3.3          EUROPEAN COMMITTEE FOR STANDARDIZATION
12.3.3.4          EUROPEAN TECHNICAL STANDARDS INSTITUTE
・       TABLE 144...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING,
2015–2020 (USD BILLION)
・       TABLE 145...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING,
2021–2026 (USD BILLION)
・       TABLE 146...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE,
2015–2020 (USD BILLION)
・       TABLE 147...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE,
2021–2026 (USD BILLION)
・       TABLE 148...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR,
2015–2020 (USD BILLION)
・       TABLE 149...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR,
2021–2026 (USD BILLION)
・       TABLE 150...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE,
2015–2020 (USD BILLION)
・       TABLE 151...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE,
2021–2026 (USD BILLION)
・       TABLE 152...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE,
2015–2020 (USD BILLION)
・       TABLE 153...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE,
2021–2026 (USD BILLION)
・       TABLE 154...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY,
2015–2020 (USD BILLION)
・       TABLE 155...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY,
2021–2026 (USD BILLION)
・       TABLE 156...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015–2020 (USD BILLION)
・       TABLE 157...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021–2026 (USD BILLION)
・       TABLE 158...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD BILLION)
・       TABLE 159...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD BILLION)
・       TABLE 160...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD BILLION)
・       TABLE 161...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD BILLION)
・       TABLE 162...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015–2020 (USD BILLION)
・       TABLE 163...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD BILLION)
・       TABLE 164...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL,
2015–2020 (USD BILLION)
・       TABLE 165...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL,
2021–2026 (USD BILLION)
・       TABLE 166...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY,
2015–2020 (USD BILLION)
・       TABLE 167...... EUROPE: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY,
2021–2026 (USD BILLION)
12.3.4            UNITED KINGDOM
12.3.5            GERMANY
12.3.6            FRANCE
12.3.7            ITALY
12.3.8            SPAIN
12.3.9            REST OF EUROPE
12.4          ASIA PACIFIC
12.4.1            ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
12.4.2            ASIA PACIFIC: COVID-19 IMPACT
12.4.3            ASIA PACIFIC: REGULATIONS
12.4.3.1          PRIVACY COMMISSIONER FOR PERSONAL DATA
12.4.3.2          ACT ON THE PROTECTION OF PERSONAL INFORMATION
12.4.3.3          CRITICAL INFORMATION INFRASTRUCTURE
12.4.3.4          INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001
12.4.3.5          PERSONAL DATA PROTECTION ACT
・       FIGURE 49....... ARTIFICIAL INTELLIGENCE MARKET SNAPSHOT: ASIA PACIFIC
・       TABLE 168 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING,
2015–2020 (USD BILLION)
・       TABLE 169 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING,
2021–2026 (USD BILLION)
・       TABLE 170 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015–2020 (USD BILLION)
・       TABLE 171 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021–2026 (USD BILLION)
・       TABLE 172 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015–2020 (USD BILLION)
・       TABLE 173 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021–2026 (USD BILLION)
・       TABLE 174 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015–2020 (USD BILLION)
・       TABLE 175 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021–2026 (USD BILLION)
・       TABLE 176 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE,
2015–2020 (USD BILLION)
・       TABLE 177 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE,
2021–2026 (USD BILLION)
・       TABLE 178 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015–2020 (USD BILLION)
・       TABLE 179 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021–2026 (USD BILLION)
・       TABLE 180 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015–2020 (USD BILLION)
・       TABLE 181 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021–2026 (USD BILLION)
・       TABLE 182 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD BILLION)
・       TABLE 183 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD BILLION)
・       TABLE 184 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD BILLION)
・       TABLE 185 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD BILLION)
・       TABLE 186 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015–2020 (USD BILLION)
・       TABLE 187 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD BILLION)
・       TABLE 188 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL,
2015–2020(USD BILLION)

・       TABLE 189 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL,
2021–2026 (USD BILLION)
・       TABLE 190 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY,
2015–2020 (USD BILLION)
・       TABLE 191 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY,
2021–2026 (USD BILLION)
12.4.4            CHINA
12.4.5            JAPAN
12.4.6            SOUTH KOREA
12.4.7            INDIA
12.4.8            REST OF ASIA PACIFIC

12.5          MIDDLE EAST AND AFRICA
12.5.1            MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
12.5.2            MIDDLE EAST AND AFRICA: COVID-19 IMPACT
12.5.3            MIDDLE EAST AND AFRICA: REGULATIONS
12.5.3.1          ISRAELI PRIVACY PROTECTION REGULATIONS (DATA SECURITY), 5777-2017
12.5.3.2          CLOUD COMPUTING FRAMEWORK
12.5.3.3          GDPR APPLICABILITY IN THE KINGDOM OF SAUDI ARABIA (KSA)
12.5.3.4          PROTECTION OF PERSONAL INFORMATION ACT
12.5.3.5          PROTECTION OF PERSONAL INFORMATION (POPI) ACT
・       TABLE 192..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY OFFERING, 2015–2020 (USD BILLION)
・       TABLE 193..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE
, BY OFFERING, 2021–2026 (USD BILLION)
・       TABLE 194..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY HARDWARE, 2015–2020 (USD BILLION)
・       TABLE 195..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY HARDWARE, 2021–2026 (USD BILLION)
・       TABLE 196..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY PROCESSOR, 2015–2020 (USD BILLION)
・       TABLE 197..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY PROCESSOR, 2021–2026 (USD BILLION)
・       TABLE 198..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY SOFTWARE, 2015–2020 (USD BILLION)
・       TABLE 199..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY SOFTWARE, 2021–2026 (USD BILLION)
・       TABLE 200..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY SERVICE, 2015–2020 (USD BILLION)
・       TABLE 201..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY SERVICE, 2021–2026 (USD BILLION)
・       TABLE 202..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY TECHNOLOGY, 2015–2020 (USD BILLION)
・       TABLE 203..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY TECHNOLOGY, 2021–2026 (USD BILLION)
・       TABLE 204..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY MACHINE LEARNING, 2015–2020 (USD BILLION)
・       TABLE 205..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY MACHINE LEARNING, 2021–2026 (USD BILLION)
・       TABLE 206..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD BILLION)
・       TABLE 207..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD BILLION)
・       TABLE 208..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD BILLION)
・       TABLE 209..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD BILLION)
・       TABLE 210..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY BUSINESS FUNCTION, 2015–2020 (USD BILLION)
・       TABLE 211..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY BUSINESS FUNCTION, 2021–2026 (USD BILLION)
・       TABLE 212..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY VERTICAL, 2015–2020(USD BILLION)
・       TABLE 213..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY VERTICAL, 2021–2026 (USD BILLION)
・       TABLE 214..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY COUNTRY, 2015–2020 (USD BILLION)
・       TABLE 215..... MIDDLE EAST AND AFRICA: ARTIFICIAL INTELLIGENCE MARKET SIZE,
BY COUNTRY, 2021–2026 (USD BILLION)
12.5.4            KINGDOM OF SAUDI ARABIA
12.5.5            UNITED ARAB EMIRATES
12.5.6            SOUTH AFRICA
12.5.7            REST OF MIDDLE EAST AND AFRICA
12.6          LATIN AMERICA
12.6.1            LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET DRIVERS
12.6.2            LATIN AMERICA: COVID-19 IMPACT
12.6.3            LATIN AMERICA: REGULATIONS
12.6.3.1          BRAZIL DATA PROTECTION LAW
12.6.3.2          FEDERAL LAW ON PROTECTION OF PERSONAL DATA HELD BY INDIVIDUALS
・       TABLE 216. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2015–2020 (USD BILLION)
・       TABLE 217. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY OFFERING, 2021–2026 (USD BILLION)
・       TABLE 218. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2015–2020 (USD BILLION)
・       TABLE 219. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2021–2026 (USD BILLION)
・       TABLE 220. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2015–2020 (USD BILLION)
・       TABLE 221. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2021–2026 (USD BILLION)
・       TABLE 222. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2015–2020 (USD BILLION)
・       TABLE 223. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2021–2026 (USD BILLION)
・       TABLE 224. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2015–2020 (USD BILLION)
・       TABLE 225. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICE, 2021–2026 (USD BILLION)
・       TABLE 226. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2015–2020 (USD BILLION)
・       TABLE 227. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2021–2026 (USD BILLION)
・       TABLE 228. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2015–2020 (USD BILLION)
・       TABLE 229. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2021–2026 (USD BILLION)
・       TABLE 230. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD BILLION)
・       TABLE 231. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD BILLION)
・       TABLE 232. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD BILLION)
・       TABLE 233. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD BILLION)
・       TABLE 234. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2015–2020 (USD BILLION)
・       TABLE 235. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BUSINESS FUNCTION, 2021–2026 (USD BILLION)
・       TABLE 236. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2015–2020(USD BILLION)
・       TABLE 237. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VERTICAL, 2021–2026 (USD BILLION)
・       TABLE 238. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2015–2020 (USD BILLION)
・       TABLE 239. LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2021–2026 (USD BILLION)
12.6.4            BRAZIL
12.6.5            MEXICO
12.6.6            REST OF LATIN AMERICA

13.. COMPETITIVE LANDSCAPE

13.1          OVERVIEW
13.2          MARKET SHARE ANALYSIS
・       TABLE 240......................... AI MARKET: DEGREE OF COMPETITION
13.3          COMPANY EVALUATION QUADRANT
13.3.1            COMPANY EVALUATION MATRIX: DEFINITIONS AND METHODOLOGY
13.3.2            STARS
13.3.3            EMERGING LEADERS
13.3.4            PERVASIVE PLAYERS
13.3.5            PARTICIPANTS
・       FIGURE 50 KEY AI MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2020
13.4          MARKET SHARE/RANK
・       FIGURE 51............................... RANKING OF KEY PLAYERS, 2021
13.5          PRODUCT FOOTPRINT
・       TABLE 241................................ COMPANY PRODUCT FOOTPRINT
・       TABLE 242................. COMPANY BUSINESS FUNCTION FOOTPRINT
・       TABLE 243................................ COMPANY INDUSTRY FOOTPRINT
・       TABLE 244.................................. COMPANY REGION FOOTPRINT

13.6          STARTUP/SME EVALUATION MATRIX, 2020
13.6.1            PROGRESSIVE COMPANIES
13.6.2            RESPONSIVE COMPANIES
13.6.3            DYNAMIC COMPANIES
13.6.4            STARTING BLOCKS
・       FIGURE 52.... STARTUP/SME AI MARKET EVALUATION MATRIX, 2020
13.7          COMPETITIVE SCENARIO
13.7.1            PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
・       TABLE 245............................. PRODUCT LAUNCHES, 2018–2021
13.7.2            DEALS
・       TABLE 246................................................ DEALS, 2018–2021.. 261
13.7.3            OTHERS
・       TABLE 247.............................................. OTHERS, 2018–2021.. 263

14.. COMPANY PROFILES

14.1          INTRODUCTION
(BUSINESS OVERVIEW, PRODUCTS, SOLUTIONS & SERVICES, KEY INSIGHTS, RECENT DEVELOPMENTS, MNM VIEW)*
14.2          KEY PLAYERS
14.2.1            GOOGLE
・       TABLE 248............. GOOGLE: BUSINESS AND FINANCIAL OVERVIEW
・       FIGURE 53................................. GOOGLE: COMPANY SNAPSHOT
・       TABLE 249.................................. GOOGLE: PRODUCTS OFFERED
14.2.2            MICROSOFT
・       TABLE 250........ MICROSOFT: BUSINESS AND FINANCIAL OVERVIEW
・       FIGURE 54............................ MICROSOFT: COMPANY SNAPSHOT
・       TABLE 251............................. MICROSOFT: SOLUTIONS OFFERED
14.2.3            IBM
・       TABLE 252....................................... IBM: BUSINESS OVERVIEW
・       FIGURE 55....................................... IBM: COMPANY SNAPSHOT
・       TABLE 253........................................ IBM: PRODUCTS OFFERED
14.2.4            INTEL
・       TABLE 254...................................... INTEL: BUSINESS OVERVIEW
・       FIGURE 56..................................... INTEL: COMPANY SNAPSHOT
・       TABLE 255...................................... INTEL: PRODUCTS OFFERED
14.2.5            BAIDU
・       TABLE 256.................................... BAIDU: BUSINESS OVERVIEW
・       FIGURE 57.................................... BAIDU: COMPANY SNAPSHOT
・       TABLE 257..................................... BAIDU: PRODUCTS OFFERED
14.2.5.2          RECENT DEVELOPMENTS
14.2.6            ALIBABA CLOUD
・       TABLE 258........................ ALIBABA CLOUD: BUSINESS OVERVIEW
・       TABLE 259........................ ALIBABA CLOUD: PRODUCTS OFFERED

14.2.7            IFLYTEK
・       TABLE 260................................... IFLYTEK: BUSINESS OVERVIEW
・       TABLE 261................................... IFLYTEK: PRODUCTS OFFERED
14.2.8            ORACLE
・       TABLE 262.................................. ORACLE: BUSINESS OVERVIEW
・       FIGURE 58................................. ORACLE: COMPANY SNAPSHOT
・       TABLE 263.................................. ORACLE: SOLUTIONS OFFERED
14.2.9            AMAZON WEB SERVICES
・       TABLE 264............. AMAZON WEB SERVICES: BUSINESS OVERVIEW
・       TABLE 265............. AMAZON WEB SERVICES: SOLUTIONS OFFERED
14.2.10         SALESFORCE
・       TABLE 266........................... SALESFORCE: BUSINESS OVERVIEW
・       FIGURE 59........................... SALESFORCE: COMPANY SNAPSHOT
・       TABLE 267........................... SALESFORCE: SOLUTIONS OFFERED
14.2.11         SAP
・       TABLE 268....................................... SAP: BUSINESS OVERVIEW
・       FIGURE 60....................................... SAP: COMPANY SNAPSHOT
・       TABLE 269....................................... SAP: SOLUTIONS OFFERED
14.2.12         SAS INSTITUTE
・       TABLE 270.......................... SAS INSTITUTE: BUSINESS OVERVIEW
・       FIGURE 61......................... SAS INSTITUTE: COMPANY SNAPSHOT
・       TABLE 271.......................... SAS INSTITUTE: PRODUCTS OFFERED
14.2.13         CISCO
・       TABLE 272.................................... CISCO: BUSINESS OVERVIEW
・       FIGURE 62.................................... CISCO: COMPANY SNAPSHOT
・       TABLE 273.................................... CISCO: SOLUTIONS OFFERED
14.2.14         FACEBOOK
・       TABLE 274.............................. FACEBOOK: BUSINESS OVERVIEW
・       FIGURE 63.............................. FACEBOOK: COMPANY SNAPSHOT
・       TABLE 275.............................. FACEBOOK: SOLUTIONS OFFERED
14.2.15         SAMSUNG
・       TABLE 276............................... SAMSUNG: BUSINESS OVERVIEW
・       FIGURE 64.............................. SAMSUNG: COMPANY SNAPSHOT
・       TABLE 277............................... SAMSUNG: SOLUTIONS OFFERED
14.2.16         HPE
・       TABLE 278....................................... HPE: BUSINESS OVERVIEW
・       FIGURE 65....................................... HPE: COMPANY SNAPSHOT
14.2.17         SIEMENS
・       TABLE 279................................. SIEMENS: BUSINESS OVERVIEW
・       FIGURE 66................................ SIEMENS: COMPANY SNAPSHOT
・       TABLE 280................................. SIEMENS: SOLUTIONS OFFERED

14.2.18         HUAWEI
・       TABLE 281.................................. HUAWEI: BUSINESS OVERVIEW
・       FIGURE 67................................. HUAWEI: COMPANY SNAPSHOT
・       TABLE 282............... HUAWEI: PRODUCTS AND SERVICES OFFERED
14.2.19         NVIDIA
・       TABLE 283.................................... NVIDIA: BUSINESS OVERVIEW
・       FIGURE 68................................... NVIDIA: COMPANY SNAPSHOT
・       TABLE 284................ NVIDIA: PRODUCTS AND SERVICES OFFERED
14.2.20         GENERAL VISION
14.2.21         MELLANOX TECHNOLOGIES
14.2.22         DARKTRACE
14.2.23         CYLANCE
14.2.24         DIDI CHUXING
14.2.25         FACE++
14.2.26         INBENTA
14.2.27         ZEPHYR HEALTH
14.2.28         BUTTERFLY NETWORK
14.2.29         ATOMWISE
14.2.30         VICARIOUS
14.2.31         AIBRAIN
14.2.32         WAVE COMPUTING
14.2.33         ADAPTEVA
14.2.34         KONIKU
14.2.35         KNUEDGE
14.2.36         SK HYNIX
14.2.37         PROGRESS DATARPM
14.2.38         PRECISION HAWK
14.2.39         AGRIBOTIX
14.2.40         NEURALA
14.2.41         SENTIENT TECHNOLOGIES
14.2.42         TWITTER
14.2.43         INSIDESALES
14.2.44         PERSADO
14.2.45         MARIANA
14.2.46         DRAWBRIDGE
14.2.47         NARRATIVE SCIENCE
14.2.48         APPIER
14.2.49         GUMGUM
14.2.50         ZYLAB
*DETAILS ON BUSINESS OVERVIEW, SOLUTIONS, PRODUCTS & SERVICES, KEY INSIGHTS, RECENT DEVELOPMENTS, MNM VIEW MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.

14.3          OTHER PLAYERS
14.3.1            GRAPHCORE
14.3.2            ZOOX
14.3.3            PREFERRED NETWORK.. 378
14.3.4            ZENSED
14.3.5            APPLIED BRAIN RESEARCH
14.3.6            PILOT AI LABS
14.3.7            IRIS AUTOMATION.. 380
14.3.8            GAMAYA
14.3.9            EC2CE
14.3.10         DESCARTES LABS
14.3.11         MYTHIC

15.. ADJACENT AND RELATED MARKETS

15.1          ADJACENT AND RELATED MARKETS
15.1.1            INTRODUCTION
15.1.2            NATURAL LANGUAGE PROCESSING MARKET—GLOBAL FORECAST TO 2026
15.1.2.1          MARKET DEFINITION
15.1.2.2          MARKET OVERVIEW
15.1.2.2.1          NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT
・       TABLE 285...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,
2015–2019 (USD MILLION)
・       TABLE 286...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION)
15.1.2.2.2          NATURAL LANGUAGE PROCESSING MARKET, BY SOLUTION TYPE
・       TABLE 287. SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION TYPE, 2015–2019 (USD MILLION)
・       TABLE 288. SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION TYPE, 2019–2026 (USD MILLION)
15.1.2.2.3          NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE
・       TABLE 289...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
・       TABLE 290...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
15.1.2.2.4          NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE
・       TABLE 291...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
・       TABLE 292...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
15.1.2.2.5          NATURAL LANGUAGE PROCESSING MARKET, BY TYPE
・       TABLE 293...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
・       TABLE 294...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)

15.1.2.2.6          NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION
・       TABLE 295...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,
2015–2019 (USD MILLION)
・       TABLE 296...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,
2019–2026 (USD MILLION)
15.1.2.2.7          NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL
・       TABLE 297...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2015–2019 (USD MILLION)
・       TABLE 298...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION)
15.1.2.2.8          NATURAL LANGUAGE PROCESSING MARKET, BY REGION
・       TABLE 299...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2015–2019 (USD MILLION)
・       TABLE 300...... NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2019–2026 (USD MILLION)
・       TABLE 301..... NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, B
Y COUNTRY, 2015–2019 (USD MILLION)
・       TABLE 302..... NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY COUNTRY, 2019–2026 (USD MILLION)
・       TABLE 303..... EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
・       TABLE 304..... EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
・       TABLE 305 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY COUNTRY, 2015–2019 (USD MILLION)
・       TABLE 306 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY COUNTRY, 2019–2026 (USD MILLION)
・       TABLE 307........... MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
・       TABLE 308........... MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
・       TABLE 309....... LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY COUNTRY, 2015–2019 (USD MILLION)
・       TABLE 310....... LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,
BY COUNTRY, 2019–2026 (USD MILLION)
15.1.3            CONVERSATIONAL AI MARKET—GLOBAL FORECAST TO 2025
15.1.3.1          MARKET DEFINITION
15.1.3.2          MARKET OVERVIEW
15.1.3.2.1          CONVERSATIONAL AI MARKET, BY COMPONENT
・       TABLE 311...... CONVERSATIONAL AI MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)
・       TABLE 312.. CONVERSATIONAL AI MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
15.1.3.2.2          CONVERSATIONAL AI MARKET, BY TYPE
・       TABLE 313 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
15.1.3.2.3          CONVERSATIONAL AI MARKET, BY TECHNOLOGY
・       TABLE 314..... CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY,
2019–2025 (USD MILLION)
15.1.3.2.4          CONVERSATIONAL AI MARKET, BY DEPLOYMENT MODE
・       TABLE 315...... CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
15.1.3.2.5          CONVERSATIONAL AI MARKET, BY APPLICATION
・       TABLE 316...... CONVERSATIONAL AI MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
15.1.3.2.6          CONVERSATIONAL AI MARKET, BY VERTICAL
・       TABLE 317........... CONVERSATIONAL AI MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION)
15.1.3.2.7          CONVERSATIONAL AI MARKET, BY REGION
・       TABLE 318... CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
・       TABLE 319. NORTH AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
・       TABLE 320............ EUROPE: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION)
・       TABLE 321...... ASIA PACIFIC: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION)
・       TABLE 322 MIDDLE EAST AND AFRICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
・       TABLE 323... LATIN AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
16.. APPENDIX

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