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Market Research Report

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

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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
Published: May 5, 2021 Content info: 414 Pages
Description

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.

Table of Contents
Product Code: TC 7894

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
    • 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
    • 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
  • 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
      • 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
  • 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
    • 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
    • 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
    • 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
    • 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
    • 10.6.4 CASE PREDICTION
    • 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
    • 10.7.4 VIRTUAL ASSISTANT
    • 10.7.5 CONTENT CURATION
    • 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
  • 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
    • 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
    • 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
    • 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
    • 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
    • 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
  • 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
    • 13.7.3 OTHERS
    • TABLE 247 OTHERS, 2018-2021

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
    • 14.3.4 ZENSED
    • 14.3.5 APPLIED BRAIN RESEARCH
    • 14.3.6 PILOT AI LABS
    • 14.3.7 IRIS AUTOMATION
    • 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

  • 16.1 DISCUSSION GUIDE
  • 16.2 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 16.3 AVAILABLE CUSTOMIZATIONS
  • 16.4 RELATED REPORTS
  • 16.5 AUTHOR DETAILS
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