Augmented Intelligence Market with COVID-19 Impact Analysis by Component, Technology (Machine Learning, Natural Language Processing, and Computer Vision), Organization Size, Deployment Mode, Vertical and Region - Global Forecast to 2027
The Augmented intelligence market size is projected to grow from USD 17.9 billion in 2022 to USD 54.7 billion in 2027, at a Compound Annual Growth Rate (CAGR) of 25.1% during the forecast period. The Augmented intelligence industry is driven by increasing volume of complex business data, however, rising in adoption of advanced augmented intelligence and analytics tools, and adoption and scaling of digital initiatives
Augmented intelligence (AI), also known as intelligence augmentation (IA), cognitive augmentation, decision support, machine augmented intelligence, and enhanced intelligence, is essentially artificial intelligence with a twist. While artificial intelligence is the creation of machines to work and react like humans, augmented intelligence is the use of those same machines in a different way – to augment the human worker. Augmented intelligence entails humans and machines collaborating to maximize business value by playing to their respective strengths. In other words, the primary goal of IA is to enable humans to work more efficiently and effectively.
The evolution of digital technologies, such as cloud computing, big data and analytics, mobility/social media, blockchain, artificial intelligence (AI), Internet of Things (IoT), robotics, and cybersecurity, has created the need for digitalization across several industries. These technologies are used by enterprises to improve or add more features to their traditional business processes while also helping enhance customer relationships.
The cloud segment to have the highest CAGR during the forecast period
Among deployment type, the cloud segment is estimated to grow with the highest CAGR during the forecast period. The increasing generation of data leads to various challenges for several organizations. These challenges include storage, privacy, and affordability. Most of the augmented intelligence market demands cloud-based solutions as they are cost-effective and easily scalable.
The SMEs segment to hold higher CAGR during the forecast period
Among the organization size, the large enterprises are projected to dominate the market, while the SMEs segment is projected to record a higher growth rate during the forecast period. The adoption of Augmented intelligence and services among large enterprises is high as large enterprises use augmented intelligence solutions for specific use cases. They are faced with the troublesome task of effectively managing security because of the diverse nature of IT infrastructure, which is complex in nature.
Among regions, Asia Pacific to hold highest CAGR during the forecast period
Asia Pacific is expected to grow at a good pace during the forecast period. Security spending in Asia Pacific is increasing significantly due to the ever-growing threat landscape. Traditional methods are no longer adequate for advanced digitalization. Hence, Augmented Intelligence vendors in this region focus on innovations related to their product line. China, Japan, and India have displayed ample growth opportunities in the Augmented Intelligence market.
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 Augmented Intelligence market.
Research Coverage
The market study covers the Augmented Intelligence market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment mode, organization size, application, 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 Augmented Intelligence market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
Augmented intelligence (AI), also known as intelligence augmentation (IA), cognitive augmentation, decision support, machine augmented intelligence, and enhanced intelligence, is essentially artificial intelligence with a twist. While artificial intelligence is the creation of machines to work and react like humans, augmented intelligence is the use of those same machines in a different way – to augment the human worker. Augmented intelligence entails humans and machines collaborating to maximize business value by playing to their respective strengths. In other words, the primary goal of IA is to enable humans to work more efficiently and effectively.
The evolution of digital technologies, such as cloud computing, big data and analytics, mobility/social media, blockchain, artificial intelligence (AI), Internet of Things (IoT), robotics, and cybersecurity, has created the need for digitalization across several industries. These technologies are used by enterprises to improve or add more features to their traditional business processes while also helping enhance customer relationships.
The cloud segment to have the highest CAGR during the forecast period
Among deployment type, the cloud segment is estimated to grow with the highest CAGR during the forecast period. The increasing generation of data leads to various challenges for several organizations. These challenges include storage, privacy, and affordability. Most of the augmented intelligence market demands cloud-based solutions as they are cost-effective and easily scalable.
The SMEs segment to hold higher CAGR during the forecast period
Among the organization size, the large enterprises are projected to dominate the market, while the SMEs segment is projected to record a higher growth rate during the forecast period. The adoption of Augmented intelligence and services among large enterprises is high as large enterprises use augmented intelligence solutions for specific use cases. They are faced with the troublesome task of effectively managing security because of the diverse nature of IT infrastructure, which is complex in nature.
Among regions, Asia Pacific to hold highest CAGR during the forecast period
Asia Pacific is expected to grow at a good pace during the forecast period. Security spending in Asia Pacific is increasing significantly due to the ever-growing threat landscape. Traditional methods are no longer adequate for advanced digitalization. Hence, Augmented Intelligence vendors in this region focus on innovations related to their product line. China, Japan, and India have displayed ample growth opportunities in the Augmented Intelligence market.
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 Augmented Intelligence 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: Asia Pacific: 30%, Europe: 30%, North America: 25%, Middle East & Africa: 10%, Latin America: 5%
Research Coverage
The market study covers the Augmented Intelligence market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment mode, organization size, application, 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 Augmented Intelligence market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
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
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 6 AUGMENTED 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 AUGMENTED 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 OF SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF AUGMENTED INTELLIGENCE THROUGH THE OVERALL AUGMENTED INTELLIGENCE SPENDING
2.4 MARKET FORECAST
TABLE 3 FACTOR ANALYSIS
TABLE 4 IMPACT OF COVID-19
2.5 COMPANY EVALUATION MATRIX
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
3 EXECUTIVE SUMMARY
TABLE 5 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2016–2021 (USD BILLION, Y-O-Y%)
TABLE 6 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2022–2027 (USD BILLION, Y-O-Y%)
FIGURE 15 SOFTWARE SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2022
FIGURE 16 MACHINE LEARNING SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022
FIGURE 17 ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022
FIGURE 18 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022
FIGURE 19 BFSI TO CONTRIBUTE THE HIGHEST MARKET REVENUE DURING THE FORECAST PERIOD
FIGURE 20 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2022
4 PREMIUM INSIGHTS
4.1 BRIEF OVERVIEW OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 21 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES SUCH AS BIG DATA, ML, ANALYTICS, IOT, AND AI TO DRIVE THE MARKET GROWTH
4.2 AUGMENTED INTELLIGENCE MARKET: TOP THREE VERTICALS
FIGURE 22 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
4.3 AUGMENTED INTELLIGENCE MARKET, BY REGION
FIGURE 23 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
4.4 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY AND VERTICAL
FIGURE 24 MACHINE LEARNING TECHNOLOGY AND BFSI TO ACCOUNT FOR THE LARGEST SHARES IN THE AUGMENTED INTELLIGENCE MARKET IN 2022
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 25 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AUGMENTED INTELLIGENCE MARKET
5.2.1 DRIVERS
5.2.1.1 Increasing volume of complex business data
5.2.1.2 Growing adoption of advanced augmented intelligence and analytics tools
5.2.1.3 Adoption and scaling of digital initiatives
5.2.2 RESTRAINTS
5.2.2.1 Apprehension about technologies replacing humans
5.2.2.2 Data security concerns
5.2.3 OPPORTUNITIES
5.2.3.1 Increase in adoption of artificial intelligence, machine learning, and natural language processing technologies
5.2.3.2 High adoption of augmented intelligence solutions among SMEs
5.2.4 CHALLENGES
5.2.4.1 Integration of data from data silos
5.2.4.2 Ownership and privacy of collected data
5.2.4.3 Lack of skilled workforce
5.2.5 CUMULATIVE GROWTH ANALYSIS
5.3 AUGMENTED INTELLIGENCE: EVOLUTION
FIGURE 26 EVOLUTION OF AUGMENTED INTELLIGENCE
5.4 CASE STUDY ANALYSIS
5.4.1 BANKING, FINANCIAL SERVICES, AND INSURANCE
5.4.1.1 Case study 1: Cognizant’s AI and Automation solution helps an insurance company improve the insurance claims process
5.4.1.2 Case study 2: Eiffage Becomes Proactive in its Financial Management with TIBCO Spotfire Software
5.4.2 IT & TELECOM
5.4.2.1 Case study 1: Orange builds a Sustainable Data Practice with the help of Dataiku
5.4.3 RETAIL & CONSUMER GOODS
5.4.3.1 Case study 1: ASOS used Microsoft Azure ML service to reduce time-to-market for a recommendations model
5.4.4 ENERGY & UTILITIES
5.4.4.1 Case study 1: Intermediate Energy Company Drills Down into Data Insights for Better Performance
5.4.5 TRANSPORTATION & LOGISTICS
5.4.5.1 Case study 1: Sisense allows Air Canada to extract meaningful insights and has become an indispensable operational management tool
5.4.6 HEALTHCARE & LIFE SCIENCES
5.4.6.1 Case study 1: The company focuses on integrating data to get a 360-degree view of customers, without restoring manual processes
5.4.6.2 Case study 2: Inspire used ML to connect millions of patients and caregivers on AWS
5.4.7 MANUFACTURING
5.4.7.1 Case Study 1: IBM helped SHENZHEN CHINA STAR OPTOELECTRONICS TECHNOLOGY CO LTD. (CSOT) boost production quality and throughput
5.4.8 MEDIA & ENTERTAINMENT
5.4.8.1 Case study 1: One of the world’s leading media conglomerates adopted HCL’s augmented intelligence solution to redefine user experience through human-centric design
5.4.9 GOVERNMENT & DEFENSE
5.4.9.1 Case study 1: By moving to Equinix’s TY3 facility, OANDA was able to improve this time by 93%, providing its Japanese customers with real-time access to its foreign exchange trading market
5.5 SUPPLY/VALUE CHAIN ANALYSIS
FIGURE 27 SUPPLY/VALUE CHAIN ANALYSIS
5.6 TECHNOLOGY ANALYSIS
5.6.1 AI AND AUGMENTED INTELLIGENCE
5.6.2 ML AND AUGMENTED INTELLIGENCE
5.6.3 IOT AND AUGMENTED INTELLIGENCE
5.6.4 CLOUD COMPUTING AND AUGMENTED INTELLIGENCE
5.7 PATENT ANALYSIS
5.7.1 METHODOLOGY
5.7.2 DOCUMENT TYPE
TABLE 7 PATENTS FILED, 2019–2022
5.7.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 28 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022
5.7.3.1 Top applicants
FIGURE 29 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022
5.8 AUGMENTED INTELLIGENCE ECOSYSTEM
TABLE 8 AUGMENTED INTELLIGENCE MARKET: ECOSYSTEM
5.9 PRICING MODEL ANALYSIS
TABLE 9 PRICING MODEL
5.10 PORTER’S FIVE FORCES ANALYSIS
FIGURE 30 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 10 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS
5.10.1 THREAT OF NEW ENTRANTS
5.10.2 THREAT OF SUBSTITUTES
5.10.3 BARGAINING POWER OF SUPPLIERS
5.10.4 BARGAINING POWER OF BUYERS
5.10.5 INTENSITY OF COMPETITIVE RIVALRY
5.11 REGULATORY IMPLICATIONS
5.11.1 GENERAL DATA PROTECTION REGULATION
5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.11.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.11.4 SARBANES-OXLEY ACT OF 2002
5.11.5 SOC 2 TYPE II COMPLIANCE
5.11.6 ISO/IEC 27001
5.11.7 THE GRAMM–LEACH–BLILEY ACT
5.12 AUGMENTED INTELLIGENCE MARKET: COVID-19 IMPACT
5.13 KEY CONFERENCES & EVENTS IN 2022-2023
TABLE 11 CONNECTED MARKET: DETAILED LIST OF CONFERENCES & EVENTS
5.14 TARIFF AND REGULATORY LANDSCAPE
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 15 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 16 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.14.2 NORTH AMERICA: REGULATIONS
5.14.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
5.14.2.2 Gramm-Leach-Bliley (GLB) Act
5.14.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
5.14.2.4 Federal Information Security Management Act (FISMA)
5.14.2.5 Federal Information Processing Standards (FIPS)
5.14.2.6 California Consumer Privacy Act (CSPA)
5.14.3 EUROPE: TARIFFS AND REGULATIONS
5.14.3.1 GDPR 2016/679 is a regulation in the EU
5.14.3.2 General Data Protection Regulation
5.14.3.3 European Committee for Standardization
5.14.3.4 European Technical Standards Institute
5.15 KEY STAKEHOLDERS & BUYING CRITERIA
5.15.1 KEY STAKEHOLDERS IN THE BUYING PROCESS
TABLE 17 INFLUENCE OF STAKEHOLDERS IN THE BUYING PROCESS FOR THE TOP 3 SOLUTIONS (%)
5.15.2 BUYING CRITERIA
TABLE 18 KEY BUYING CRITERIA FOR THE TOP 3 APPLICATIONS
6 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT
6.1 INTRODUCTION
6.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY COMPONENT
FIGURE 31 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 19 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 20 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
6.1.2 COMPONENT: AUGMENTED INTELLIGENCE MARKET DRIVERS
6.2 SOFTWARE
TABLE 21 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 22 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
6.3 SERVICES
TABLE 23 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 24 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY
7.1 INTRODUCTION
7.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY
FIGURE 32 COMPUTER VISION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 25 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 26 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
7.1.2 TECHNOLOGY: AUGMENTED INTELLIGENCE MARKET DRIVERS
7.2 MACHINE LEARNING
TABLE 27 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 28 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7.3 NATURAL LANGUAGE PROCESSING
TABLE 29 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 30 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7.4 COMPUTER VISION
TABLE 31 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 32 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7.5 OTHER TECHNOLOGIES
TABLE 33 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 34 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
8 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE
8.1 INTRODUCTION
8.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE
FIGURE 33 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 35 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 36 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
8.1.2 DEPLOYMENT MODE: AUGMENTED INTELLIGENCE MARKET DRIVERS
8.2 ON-PREMISES
TABLE 37 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 38 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
8.3 CLOUD
TABLE 39 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 40 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
9 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE
9.1 INTRODUCTION
9.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE
FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 41 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 42 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
9.1.2 ORGANIZATIONS SIZE: AUGMENTED INTELLIGENCE MARKET DRIVERS
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES
TABLE 43 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 44 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
9.3 LARGE ENTERPRISES
TABLE 45 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 46 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL
10.1 INTRODUCTION
10.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY VERTICAL
FIGURE 35 BFSI VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 47 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 48 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
10.2 VERTICAL: AUGMENTED INTELLIGENCE MARKET DRIVERS
10.3 BANKING, FINANCIAL SERVICES, AND INSURANCE
TABLE 49 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
TABLE 50 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 51 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.4 TELECOMMUNICATIONS & IT
TABLE 52 TELECOMMUNICATIONS & IT: USE CASES
TABLE 53 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 54 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.5 RETAIL & CONSUMER GOODS
TABLE 55 RETAIL & CONSUMER GOODS: USE CASES
TABLE 56 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 57 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.6 HEALTHCARE & LIFE SCIENCES
TABLE 58 HEALTHCARE & LIFE SCIENCES: USE CASES
TABLE 59 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 60 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.7 GOVERNMENT & DEFENSE
TABLE 61 GOVERNMENT & DEFENSE: USE CASES
TABLE 62 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 63 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.8 MEDIA & ENTERTAINMENT
TABLE 64 MEDIA & ENTERTAINMENT: USE CASES
TABLE 65 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 66 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.9 MANUFACTURING
TABLE 67 MANUFACTURING: USE CASES
TABLE 68 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 69 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.10 TRANSPORTATION & LOGISTICS
TABLE 70 TRANSPORTATION & LOGISTICS: USE CASES
TABLE 71 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 72 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.11 ENERGY & UTILITIES
TABLE 73 ENERGY & UTILITIES: USE CASES
TABLE 74 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 75 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.12 OTHER VERTICALS
TABLE 76 OTHER VERTICALS: USE CASES
TABLE 77 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 78 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
11 AUGMENTED INTELLIGENCE MARKET, BY REGION
11.1 INTRODUCTION
FIGURE 36 JAPAN TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 79 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION, 2016–2021 (USD BILLION)
TABLE 80 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION, 2022–2027 (USD BILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.2.2 NORTH AMERICA: COVID-19 IMPACT
TABLE 81 NORTH AMERICA: PROMINENT PLAYERS
FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT
TABLE 82 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 83 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 84 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 85 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 86 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 87 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 88 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 89 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 90 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 91 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 92 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 93 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.2.3 UNITED STATES
11.2.3.1 Rapid adoption and use of digitally innovative solutions, the presence of tech giants, and the increased use of the internet to drive the augmented intelligence market growth
11.2.4 CANADA
11.2.4.1 Startup ecosystem and transformation into data-driven organizations to drive the growth of augmented intelligence solutions in Canada
11.3 EUROPE
11.3.1 EUROPE: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.3.2 EUROPE: COVID-19 IMPACT
TABLE 94 EUROPE: PROMINENT PLAYERS
TABLE 95 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 96 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 97 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 98 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 99 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 100 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 101 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 102 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 103 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 104 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 105 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 106 EUROPE: AUGMENTED INTELLIGENCE MARKET SIZE, BY COUNTRY, 2022–2027 (USD BILLION)
11.3.3 UNITED KINGDOM
11.3.3.1 Advanced IT infrastructure, technologies, and continued transition toward intelligence services to drive the growth of augmented intelligence solutions in the UK
11.3.4 GERMANY
11.3.4.1 Government initiatives for technological developments in the manufacturing vertical to drive the growth of augmented intelligence solutions in Germany
11.3.5 FRANCE
11.3.5.1 Heavy R&D investments, digitalization, and strong hold of retail and manufacturing verticals to drive the growth of the augmented intelligence market in France
11.3.6 REST OF EUROPE
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.4.2 ASIA PACIFIC: COVID-19 IMPACT
TABLE 107 ASIA PACIFIC: PROMINENT PLAYERS
FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 108 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 109 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 110 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 111 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 112 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 113 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 114 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 115 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 116 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 117 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 118 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 119 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.4.3 CHINA
11.4.3.1 The use of augmented intelligence services for driving policy support and technological investments to fuel the adoption of these services in China
11.4.4 JAPAN
11.4.4.1 Rise of innovative technologies and collaboration between governments and businesses for augmented intelligence in Japan
11.4.5 INDIA
11.4.5.1 Local entrepreneurs with the shift in technologies to provide support to Indian companies in the augmented intelligence market
11.4.6 REST OF ASIA PACIFIC
11.5 MIDDLE EAST AND AFRICA
11.5.1 MIDDLE EAST AND AFRICA: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
TABLE 120 MIDDLE EAST & AFRICA: PROMINENT PLAYERS
TABLE 121 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 122 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 123 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 124 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 125 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 126 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 127 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 128 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 129 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 130 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 131 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 132 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.5.3 UNITED ARAB EMIRATES
11.5.3.1 New investments, strategies, and products to drive the adoption of augmented intelligence solutions in the region
11.5.4 KINGDOM OF SAUDI ARABIA
11.5.4.1 Growing need for delivering actionable insights to drive the augmented intelligence market in the Kingdom of Saudi Arabia
11.5.5 SOUTH AFRICA
11.5.5.1 Growing digitalization in African countries to offer opportunities for deploying augmented intelligence solutions in South Africa
11.5.6 REST OF MIDDLE EAST AND AFRICA
11.5.6.1 Increase in globalization to offer opportunities to deploy augmented intelligence solutions in the rest of Middle East & Africa
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.6.2 LATIN AMERICA: COVID-19 IMPACT
TABLE 133 LATIN AMERICA: PROMINENT PLAYERS
TABLE 134 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 135 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 136 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 137 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 138 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 139 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 140 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 141 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 142 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 143 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 144 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 145 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.6.3 BRAZIL
11.6.3.1 Increased use of internet, technologies, and government organizations to increase the demand in Brazil
11.6.4 MEXICO
11.6.4.1 Increasing trade, rising customer base, and government initiatives to fuel the growth of augmented intelligence
11.6.5 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES
TABLE 146 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE AUGMENTED INTELLIGENCE MARKET
12.3 REVENUE ANALYSIS
FIGURE 40 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS
12.4 MARKET SHARE ANALYSIS
FIGURE 41 AUGMENTED INTELLIGENCE MARKET SHARE ANALYSIS
TABLE 147 AUGMENTED INTELLIGENCE MARKET: DEGREE OF COMPETITION
12.5 COMPANY EVALUATION QUADRANT
12.5.1 STARS
12.5.2 EMERGING LEADERS
12.5.3 PERVASIVE PLAYERS
12.5.4 PARTICIPANTS
FIGURE 42 KEY AUGMENTED INTELLIGENCE MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021
12.6 STARTUP/SME EVALUATION QUADRANT
12.6.1 PROGRESSIVE COMPANIES
12.6.2 RESPONSIVE COMPANIES
12.6.3 DYNAMIC COMPANIES
12.6.4 STARTING BLOCKS
FIGURE 43 STARTUPS/SMES: AUGMENTED INTELLIGENCE MARKET EVALUATION MATRIX, 2021
12.7 COMPETITIVE BENCHMARKING
TABLE 148 AUGMENTED INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
TABLE 149 AUGMENTED INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES]
12.8 COMPETITIVE SCENARIO
12.8.1 PRODUCT LAUNCHES
TABLE 150 PRODUCT LAUNCHES, OCTOBER 2019–FEBRUARY 2022
12.8.2 DEALS
TABLE 151 DEALS, OCTOBER 2018–MARCH 2022
13 COMPANY PROFILES
13.1 INTRODUCTION
13.2 MAJOR PLAYERS
(Business overview, Products and services offered, Recent Developments, COVID-19-related developments, MNM View, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
13.2.1 IBM
TABLE 152 IBM: BUSINESS OVERVIEW
FIGURE 44 IBM: COMPANY SNAPSHOT
TABLE 153 IBM: PRODUCTS OFFERED
TABLE 154 IBM: SERVICES OFFERED
TABLE 155 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 156 IBM: DEALS
13.2.2 SALESFORCE
TABLE 157 SALESFORCE: BUSINESS OVERVIEW
FIGURE 45 SALESFORCE: COMPANY SNAPSHOT
TABLE 158 SALESFORCE: PRODUCTS OFFERED
TABLE 159 SALESFORCE: SERVICES OFFERED
TABLE 160 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 161 SALESFORCE: DEALS
13.2.3 GOOGLE
TABLE 162 GOOGLE: BUSINESS OVERVIEW
FIGURE 46 GOOGLE: COMPANY SNAPSHOT
TABLE 163 GOOGLE: PRODUCTS OFFERED
TABLE 164 GOOGLE: SERVICES OFFERED
TABLE 165 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 166 GOOGLE: DEALS
13.2.4 MICROSOFT
TABLE 167 MICROSOFT: BUSINESS OVERVIEW
FIGURE 47 MICROSOFT: COMPANY SNAPSHOT
TABLE 168 MICROSOFT: PRODUCTS OFFERED
TABLE 169 MICROSOFT: SERVICES OFFERED
TABLE 170 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 171 MICROSOFT: DEALS
13.2.5 SAP
TABLE 172 SAP: BUSINESS OVERVIEW
FIGURE 48 SAP: COMPANY SNAPSHOT
TABLE 173 SAP: PRODUCTS OFFERED
TABLE 174 SAP: SERVICES OFFERED
TABLE 175 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 176 SAP: DEALS
13.2.6 SAS
TABLE 177 SAS: BUSINESS OVERVIEW
FIGURE 49 SAS: COMPANY SNAPSHOT
TABLE 178 SAS: PRODUCTS OFFERED
TABLE 179 SAS: SERVICES OFFERED
TABLE 180 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 181 SAS: DEALS
13.2.7 COGNITIVESCALE
TABLE 182 COGNITIVESCALE: BUSINESS OVERVIEW
TABLE 183 COGNITIVESCALE: PRODUCTS OFFERED
TABLE 184 COGNITIVESCALE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 185 COGNITIVESCALE: DEALS
13.2.8 QLIKTECH INTERNATIONAL AB
TABLE 186 QLIKTECH INTERNATIONAL AB: BUSINESS OVERVIEW
TABLE 187 QLIKTECH INTERNATIONAL AB: PRODUCTS OFFERED
TABLE 188 QLIKTECH INTERNATIONAL AB: SERVICES OFFERED
TABLE 189 QLIKTECH INTERNATIONAL AB: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 190 QLIKTECH INTERNATIONAL AB: DEALS
13.2.9 TIBCO
TABLE 191 TIBCO: BUSINESS OVERVIEW
TABLE 192 TIBCO: PRODUCTS OFFERED
TABLE 193 TIBCO: SERVICES OFFERED
TABLE 194 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 195 TIBCO: DEALS
13.2.10 AWS
TABLE 196 AWS: BUSINESS OVERVIEW
FIGURE 50 AWS: COMPANY SNAPSHOT
TABLE 197 AWS: PRODUCTS OFFERED
TABLE 198 AWS: SERVICES OFFERED
TABLE 199 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 200 AWS: DEALS
13.2.11 NEORIS
TABLE 201 NEORIS: BUSINESS OVERVIEW
TABLE 202 NEORIS: PRODUCTS OFFERED
TABLE 203 NEORIS: SERVICES OFFERED
TABLE 204 NEORIS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 205 NEORIS: DEALS
13.2.12 SISENSE
TABLE 206 SISENSE: BUSINESS OVERVIEW
TABLE 207 SISENSE: PRODUCTS OFFERED
TABLE 208 SISENSE: SERVICES OFFERED
TABLE 209 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 210 SISENSE: DEALS
13.2.13 MICROSTRATEGY
TABLE 211 MICROSTRATEGY: BUSINESS OVERVIEW
FIGURE 51 MICROSTRATEGY: COMPANY SNAPSHOT
TABLE 212 MICROSTRATEGY: PRODUCTS OFFERED
TABLE 213 MICROSTRATEGY: SERVICES OFFERED
TABLE 214 MICROSTRATEGY: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 215 MICROSTRATEGY: DEALS
13.2.14 DATAIKU
TABLE 216 DATAIKU: BUSINESS OVERVIEW
TABLE 217 DATAIKU: PRODUCTS OFFERED
TABLE 218 DATAIKU: SERVICES OFFERED
TABLE 219 DATAIKU: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 220 DATAIKU: DEALS
13.3 SMES AND STARTUPS
13.3.1 COSMO TECH
13.3.2 JUMIO
13.3.3 LUCIDWORKS
13.3.4 SQUIRRO
13.3.5 DATAROBOT
13.3.6 BONDI LABS
13.3.7 EAZYML
13.3.8 STRADIGI AI
13.3.9 AIBLE
13.3.10 PECAN AI
13.3.11 TELLIUS
13.3.12 BINAH.AI
13.3.13 AUGMENTED INTELLIGENCE (AUI)
13.3.14 PRYON
13.3.15 BIOXPLOR
13.3.16 CAUSA LENS
*Details on Business overview, Products and services offered, Recent Developments, COVID-19-related developments, MNM View, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
14 ADJACENT AND RELATED MARKETS
14.1 INTRODUCTION
14.2 NATURAL LANGUAGE PROCESSING MARKET—GLOBAL FORECAST TO 2026
14.2.1 MARKET DEFINITION
14.2.2 MARKET OVERVIEW
14.2.2.1 Natural language processing market, by component
TABLE 221 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 222 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
14.2.2.2 Natural language processing market, by solution type
TABLE 223 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 224 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
14.2.2.3 Natural language processing market, by deployment mode
TABLE 225 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 226 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
14.2.2.4 Natural language processing market, by organization size
TABLE 227 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 228 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
14.2.2.5 Natural language processing market, by type
TABLE 229 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 230 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
14.2.2.6 Natural language processing market, by application
TABLE 231 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 232 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
14.2.2.7 Natural language processing market, by vertical
TABLE 233 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 234 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
14.2.2.8 Natural language processing market, by region
TABLE 235 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 236 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
TABLE 237 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 238 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 239 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 240 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 241 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 242 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 243 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 244 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 245 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 246 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
14.3 CONVERSATIONAL AI MARKET—GLOBAL FORECAST TO 2025
14.3.1 MARKET DEFINITION
14.3.2 MARKET OVERVIEW
14.3.2.1 Conversational AI market, by component
TABLE 247 CONVERSATIONAL AI MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 248 CONVERSATIONAL AI MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
14.3.2.2 Conversational AI market, by type
TABLE 249 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.3.2.3 Conversational AI market, by technology
TABLE 250 CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY, 2019–2025 (USD MILLION)
14.3.2.4 Conversational AI market, by deployment mode
TABLE 251 CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
14.3.2.5 Conversational AI market, by application
TABLE 252 CONVERSATIONAL AI MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.3.2.6 Conversational AI market, by vertical
TABLE 253 CONVERSATIONAL AI MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.3.2.7 Conversational AI market, by region
TABLE 254 CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
TABLE 255 NORTH AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 256 EUROPE: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 257 ASIA PACIFIC: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 258 MIDDLE EAST AND AFRICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 259 LATIN AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 AVAILABLE CUSTOMIZATIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
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
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 6 AUGMENTED 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 AUGMENTED 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 OF SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF AUGMENTED INTELLIGENCE THROUGH THE OVERALL AUGMENTED INTELLIGENCE SPENDING
2.4 MARKET FORECAST
TABLE 3 FACTOR ANALYSIS
TABLE 4 IMPACT OF COVID-19
2.5 COMPANY EVALUATION MATRIX
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
3 EXECUTIVE SUMMARY
TABLE 5 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2016–2021 (USD BILLION, Y-O-Y%)
TABLE 6 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2022–2027 (USD BILLION, Y-O-Y%)
FIGURE 15 SOFTWARE SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2022
FIGURE 16 MACHINE LEARNING SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022
FIGURE 17 ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022
FIGURE 18 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022
FIGURE 19 BFSI TO CONTRIBUTE THE HIGHEST MARKET REVENUE DURING THE FORECAST PERIOD
FIGURE 20 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2022
4 PREMIUM INSIGHTS
4.1 BRIEF OVERVIEW OF THE AUGMENTED INTELLIGENCE MARKET
FIGURE 21 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES SUCH AS BIG DATA, ML, ANALYTICS, IOT, AND AI TO DRIVE THE MARKET GROWTH
4.2 AUGMENTED INTELLIGENCE MARKET: TOP THREE VERTICALS
FIGURE 22 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
4.3 AUGMENTED INTELLIGENCE MARKET, BY REGION
FIGURE 23 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
4.4 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY AND VERTICAL
FIGURE 24 MACHINE LEARNING TECHNOLOGY AND BFSI TO ACCOUNT FOR THE LARGEST SHARES IN THE AUGMENTED INTELLIGENCE MARKET IN 2022
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 25 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AUGMENTED INTELLIGENCE MARKET
5.2.1 DRIVERS
5.2.1.1 Increasing volume of complex business data
5.2.1.2 Growing adoption of advanced augmented intelligence and analytics tools
5.2.1.3 Adoption and scaling of digital initiatives
5.2.2 RESTRAINTS
5.2.2.1 Apprehension about technologies replacing humans
5.2.2.2 Data security concerns
5.2.3 OPPORTUNITIES
5.2.3.1 Increase in adoption of artificial intelligence, machine learning, and natural language processing technologies
5.2.3.2 High adoption of augmented intelligence solutions among SMEs
5.2.4 CHALLENGES
5.2.4.1 Integration of data from data silos
5.2.4.2 Ownership and privacy of collected data
5.2.4.3 Lack of skilled workforce
5.2.5 CUMULATIVE GROWTH ANALYSIS
5.3 AUGMENTED INTELLIGENCE: EVOLUTION
FIGURE 26 EVOLUTION OF AUGMENTED INTELLIGENCE
5.4 CASE STUDY ANALYSIS
5.4.1 BANKING, FINANCIAL SERVICES, AND INSURANCE
5.4.1.1 Case study 1: Cognizant’s AI and Automation solution helps an insurance company improve the insurance claims process
5.4.1.2 Case study 2: Eiffage Becomes Proactive in its Financial Management with TIBCO Spotfire Software
5.4.2 IT & TELECOM
5.4.2.1 Case study 1: Orange builds a Sustainable Data Practice with the help of Dataiku
5.4.3 RETAIL & CONSUMER GOODS
5.4.3.1 Case study 1: ASOS used Microsoft Azure ML service to reduce time-to-market for a recommendations model
5.4.4 ENERGY & UTILITIES
5.4.4.1 Case study 1: Intermediate Energy Company Drills Down into Data Insights for Better Performance
5.4.5 TRANSPORTATION & LOGISTICS
5.4.5.1 Case study 1: Sisense allows Air Canada to extract meaningful insights and has become an indispensable operational management tool
5.4.6 HEALTHCARE & LIFE SCIENCES
5.4.6.1 Case study 1: The company focuses on integrating data to get a 360-degree view of customers, without restoring manual processes
5.4.6.2 Case study 2: Inspire used ML to connect millions of patients and caregivers on AWS
5.4.7 MANUFACTURING
5.4.7.1 Case Study 1: IBM helped SHENZHEN CHINA STAR OPTOELECTRONICS TECHNOLOGY CO LTD. (CSOT) boost production quality and throughput
5.4.8 MEDIA & ENTERTAINMENT
5.4.8.1 Case study 1: One of the world’s leading media conglomerates adopted HCL’s augmented intelligence solution to redefine user experience through human-centric design
5.4.9 GOVERNMENT & DEFENSE
5.4.9.1 Case study 1: By moving to Equinix’s TY3 facility, OANDA was able to improve this time by 93%, providing its Japanese customers with real-time access to its foreign exchange trading market
5.5 SUPPLY/VALUE CHAIN ANALYSIS
FIGURE 27 SUPPLY/VALUE CHAIN ANALYSIS
5.6 TECHNOLOGY ANALYSIS
5.6.1 AI AND AUGMENTED INTELLIGENCE
5.6.2 ML AND AUGMENTED INTELLIGENCE
5.6.3 IOT AND AUGMENTED INTELLIGENCE
5.6.4 CLOUD COMPUTING AND AUGMENTED INTELLIGENCE
5.7 PATENT ANALYSIS
5.7.1 METHODOLOGY
5.7.2 DOCUMENT TYPE
TABLE 7 PATENTS FILED, 2019–2022
5.7.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 28 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022
5.7.3.1 Top applicants
FIGURE 29 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022
5.8 AUGMENTED INTELLIGENCE ECOSYSTEM
TABLE 8 AUGMENTED INTELLIGENCE MARKET: ECOSYSTEM
5.9 PRICING MODEL ANALYSIS
TABLE 9 PRICING MODEL
5.10 PORTER’S FIVE FORCES ANALYSIS
FIGURE 30 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 10 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS
5.10.1 THREAT OF NEW ENTRANTS
5.10.2 THREAT OF SUBSTITUTES
5.10.3 BARGAINING POWER OF SUPPLIERS
5.10.4 BARGAINING POWER OF BUYERS
5.10.5 INTENSITY OF COMPETITIVE RIVALRY
5.11 REGULATORY IMPLICATIONS
5.11.1 GENERAL DATA PROTECTION REGULATION
5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.11.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.11.4 SARBANES-OXLEY ACT OF 2002
5.11.5 SOC 2 TYPE II COMPLIANCE
5.11.6 ISO/IEC 27001
5.11.7 THE GRAMM–LEACH–BLILEY ACT
5.12 AUGMENTED INTELLIGENCE MARKET: COVID-19 IMPACT
5.13 KEY CONFERENCES & EVENTS IN 2022-2023
TABLE 11 CONNECTED MARKET: DETAILED LIST OF CONFERENCES & EVENTS
5.14 TARIFF AND REGULATORY LANDSCAPE
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 15 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 16 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.14.2 NORTH AMERICA: REGULATIONS
5.14.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
5.14.2.2 Gramm-Leach-Bliley (GLB) Act
5.14.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
5.14.2.4 Federal Information Security Management Act (FISMA)
5.14.2.5 Federal Information Processing Standards (FIPS)
5.14.2.6 California Consumer Privacy Act (CSPA)
5.14.3 EUROPE: TARIFFS AND REGULATIONS
5.14.3.1 GDPR 2016/679 is a regulation in the EU
5.14.3.2 General Data Protection Regulation
5.14.3.3 European Committee for Standardization
5.14.3.4 European Technical Standards Institute
5.15 KEY STAKEHOLDERS & BUYING CRITERIA
5.15.1 KEY STAKEHOLDERS IN THE BUYING PROCESS
TABLE 17 INFLUENCE OF STAKEHOLDERS IN THE BUYING PROCESS FOR THE TOP 3 SOLUTIONS (%)
5.15.2 BUYING CRITERIA
TABLE 18 KEY BUYING CRITERIA FOR THE TOP 3 APPLICATIONS
6 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT
6.1 INTRODUCTION
6.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY COMPONENT
FIGURE 31 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 19 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 20 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
6.1.2 COMPONENT: AUGMENTED INTELLIGENCE MARKET DRIVERS
6.2 SOFTWARE
TABLE 21 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 22 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
6.3 SERVICES
TABLE 23 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 24 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY
7.1 INTRODUCTION
7.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY
FIGURE 32 COMPUTER VISION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 25 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 26 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
7.1.2 TECHNOLOGY: AUGMENTED INTELLIGENCE MARKET DRIVERS
7.2 MACHINE LEARNING
TABLE 27 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 28 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7.3 NATURAL LANGUAGE PROCESSING
TABLE 29 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 30 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7.4 COMPUTER VISION
TABLE 31 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 32 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
7.5 OTHER TECHNOLOGIES
TABLE 33 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 34 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
8 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE
8.1 INTRODUCTION
8.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE
FIGURE 33 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 35 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 36 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
8.1.2 DEPLOYMENT MODE: AUGMENTED INTELLIGENCE MARKET DRIVERS
8.2 ON-PREMISES
TABLE 37 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 38 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
8.3 CLOUD
TABLE 39 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 40 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
9 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE
9.1 INTRODUCTION
9.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE
FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 41 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 42 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
9.1.2 ORGANIZATIONS SIZE: AUGMENTED INTELLIGENCE MARKET DRIVERS
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES
TABLE 43 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 44 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
9.3 LARGE ENTERPRISES
TABLE 45 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 46 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL
10.1 INTRODUCTION
10.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY VERTICAL
FIGURE 35 BFSI VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 47 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 48 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
10.2 VERTICAL: AUGMENTED INTELLIGENCE MARKET DRIVERS
10.3 BANKING, FINANCIAL SERVICES, AND INSURANCE
TABLE 49 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
TABLE 50 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 51 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.4 TELECOMMUNICATIONS & IT
TABLE 52 TELECOMMUNICATIONS & IT: USE CASES
TABLE 53 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 54 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.5 RETAIL & CONSUMER GOODS
TABLE 55 RETAIL & CONSUMER GOODS: USE CASES
TABLE 56 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 57 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.6 HEALTHCARE & LIFE SCIENCES
TABLE 58 HEALTHCARE & LIFE SCIENCES: USE CASES
TABLE 59 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 60 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.7 GOVERNMENT & DEFENSE
TABLE 61 GOVERNMENT & DEFENSE: USE CASES
TABLE 62 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 63 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.8 MEDIA & ENTERTAINMENT
TABLE 64 MEDIA & ENTERTAINMENT: USE CASES
TABLE 65 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 66 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.9 MANUFACTURING
TABLE 67 MANUFACTURING: USE CASES
TABLE 68 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 69 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.10 TRANSPORTATION & LOGISTICS
TABLE 70 TRANSPORTATION & LOGISTICS: USE CASES
TABLE 71 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 72 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.11 ENERGY & UTILITIES
TABLE 73 ENERGY & UTILITIES: USE CASES
TABLE 74 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 75 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
10.12 OTHER VERTICALS
TABLE 76 OTHER VERTICALS: USE CASES
TABLE 77 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION)
TABLE 78 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION)
11 AUGMENTED INTELLIGENCE MARKET, BY REGION
11.1 INTRODUCTION
FIGURE 36 JAPAN TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 79 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION, 2016–2021 (USD BILLION)
TABLE 80 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION, 2022–2027 (USD BILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.2.2 NORTH AMERICA: COVID-19 IMPACT
TABLE 81 NORTH AMERICA: PROMINENT PLAYERS
FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT
TABLE 82 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 83 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 84 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 85 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 86 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 87 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 88 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 89 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 90 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 91 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 92 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 93 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.2.3 UNITED STATES
11.2.3.1 Rapid adoption and use of digitally innovative solutions, the presence of tech giants, and the increased use of the internet to drive the augmented intelligence market growth
11.2.4 CANADA
11.2.4.1 Startup ecosystem and transformation into data-driven organizations to drive the growth of augmented intelligence solutions in Canada
11.3 EUROPE
11.3.1 EUROPE: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.3.2 EUROPE: COVID-19 IMPACT
TABLE 94 EUROPE: PROMINENT PLAYERS
TABLE 95 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 96 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 97 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 98 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 99 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 100 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 101 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 102 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 103 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 104 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 105 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 106 EUROPE: AUGMENTED INTELLIGENCE MARKET SIZE, BY COUNTRY, 2022–2027 (USD BILLION)
11.3.3 UNITED KINGDOM
11.3.3.1 Advanced IT infrastructure, technologies, and continued transition toward intelligence services to drive the growth of augmented intelligence solutions in the UK
11.3.4 GERMANY
11.3.4.1 Government initiatives for technological developments in the manufacturing vertical to drive the growth of augmented intelligence solutions in Germany
11.3.5 FRANCE
11.3.5.1 Heavy R&D investments, digitalization, and strong hold of retail and manufacturing verticals to drive the growth of the augmented intelligence market in France
11.3.6 REST OF EUROPE
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.4.2 ASIA PACIFIC: COVID-19 IMPACT
TABLE 107 ASIA PACIFIC: PROMINENT PLAYERS
FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 108 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 109 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 110 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 111 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 112 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 113 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 114 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 115 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 116 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 117 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 118 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 119 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.4.3 CHINA
11.4.3.1 The use of augmented intelligence services for driving policy support and technological investments to fuel the adoption of these services in China
11.4.4 JAPAN
11.4.4.1 Rise of innovative technologies and collaboration between governments and businesses for augmented intelligence in Japan
11.4.5 INDIA
11.4.5.1 Local entrepreneurs with the shift in technologies to provide support to Indian companies in the augmented intelligence market
11.4.6 REST OF ASIA PACIFIC
11.5 MIDDLE EAST AND AFRICA
11.5.1 MIDDLE EAST AND AFRICA: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
TABLE 120 MIDDLE EAST & AFRICA: PROMINENT PLAYERS
TABLE 121 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 122 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 123 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 124 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 125 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 126 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 127 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 128 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 129 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 130 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 131 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 132 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.5.3 UNITED ARAB EMIRATES
11.5.3.1 New investments, strategies, and products to drive the adoption of augmented intelligence solutions in the region
11.5.4 KINGDOM OF SAUDI ARABIA
11.5.4.1 Growing need for delivering actionable insights to drive the augmented intelligence market in the Kingdom of Saudi Arabia
11.5.5 SOUTH AFRICA
11.5.5.1 Growing digitalization in African countries to offer opportunities for deploying augmented intelligence solutions in South Africa
11.5.6 REST OF MIDDLE EAST AND AFRICA
11.5.6.1 Increase in globalization to offer opportunities to deploy augmented intelligence solutions in the rest of Middle East & Africa
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS
11.6.2 LATIN AMERICA: COVID-19 IMPACT
TABLE 133 LATIN AMERICA: PROMINENT PLAYERS
TABLE 134 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION)
TABLE 135 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION)
TABLE 136 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION)
TABLE 137 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION)
TABLE 138 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION)
TABLE 139 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION)
TABLE 140 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION)
TABLE 141 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION)
TABLE 142 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION)
TABLE 143 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION)
TABLE 144 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION)
TABLE 145 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION)
11.6.3 BRAZIL
11.6.3.1 Increased use of internet, technologies, and government organizations to increase the demand in Brazil
11.6.4 MEXICO
11.6.4.1 Increasing trade, rising customer base, and government initiatives to fuel the growth of augmented intelligence
11.6.5 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES
TABLE 146 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE AUGMENTED INTELLIGENCE MARKET
12.3 REVENUE ANALYSIS
FIGURE 40 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS
12.4 MARKET SHARE ANALYSIS
FIGURE 41 AUGMENTED INTELLIGENCE MARKET SHARE ANALYSIS
TABLE 147 AUGMENTED INTELLIGENCE MARKET: DEGREE OF COMPETITION
12.5 COMPANY EVALUATION QUADRANT
12.5.1 STARS
12.5.2 EMERGING LEADERS
12.5.3 PERVASIVE PLAYERS
12.5.4 PARTICIPANTS
FIGURE 42 KEY AUGMENTED INTELLIGENCE MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021
12.6 STARTUP/SME EVALUATION QUADRANT
12.6.1 PROGRESSIVE COMPANIES
12.6.2 RESPONSIVE COMPANIES
12.6.3 DYNAMIC COMPANIES
12.6.4 STARTING BLOCKS
FIGURE 43 STARTUPS/SMES: AUGMENTED INTELLIGENCE MARKET EVALUATION MATRIX, 2021
12.7 COMPETITIVE BENCHMARKING
TABLE 148 AUGMENTED INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
TABLE 149 AUGMENTED INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES]
12.8 COMPETITIVE SCENARIO
12.8.1 PRODUCT LAUNCHES
TABLE 150 PRODUCT LAUNCHES, OCTOBER 2019–FEBRUARY 2022
12.8.2 DEALS
TABLE 151 DEALS, OCTOBER 2018–MARCH 2022
13 COMPANY PROFILES
13.1 INTRODUCTION
13.2 MAJOR PLAYERS
(Business overview, Products and services offered, Recent Developments, COVID-19-related developments, MNM View, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
13.2.1 IBM
TABLE 152 IBM: BUSINESS OVERVIEW
FIGURE 44 IBM: COMPANY SNAPSHOT
TABLE 153 IBM: PRODUCTS OFFERED
TABLE 154 IBM: SERVICES OFFERED
TABLE 155 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 156 IBM: DEALS
13.2.2 SALESFORCE
TABLE 157 SALESFORCE: BUSINESS OVERVIEW
FIGURE 45 SALESFORCE: COMPANY SNAPSHOT
TABLE 158 SALESFORCE: PRODUCTS OFFERED
TABLE 159 SALESFORCE: SERVICES OFFERED
TABLE 160 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 161 SALESFORCE: DEALS
13.2.3 GOOGLE
TABLE 162 GOOGLE: BUSINESS OVERVIEW
FIGURE 46 GOOGLE: COMPANY SNAPSHOT
TABLE 163 GOOGLE: PRODUCTS OFFERED
TABLE 164 GOOGLE: SERVICES OFFERED
TABLE 165 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 166 GOOGLE: DEALS
13.2.4 MICROSOFT
TABLE 167 MICROSOFT: BUSINESS OVERVIEW
FIGURE 47 MICROSOFT: COMPANY SNAPSHOT
TABLE 168 MICROSOFT: PRODUCTS OFFERED
TABLE 169 MICROSOFT: SERVICES OFFERED
TABLE 170 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 171 MICROSOFT: DEALS
13.2.5 SAP
TABLE 172 SAP: BUSINESS OVERVIEW
FIGURE 48 SAP: COMPANY SNAPSHOT
TABLE 173 SAP: PRODUCTS OFFERED
TABLE 174 SAP: SERVICES OFFERED
TABLE 175 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 176 SAP: DEALS
13.2.6 SAS
TABLE 177 SAS: BUSINESS OVERVIEW
FIGURE 49 SAS: COMPANY SNAPSHOT
TABLE 178 SAS: PRODUCTS OFFERED
TABLE 179 SAS: SERVICES OFFERED
TABLE 180 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 181 SAS: DEALS
13.2.7 COGNITIVESCALE
TABLE 182 COGNITIVESCALE: BUSINESS OVERVIEW
TABLE 183 COGNITIVESCALE: PRODUCTS OFFERED
TABLE 184 COGNITIVESCALE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 185 COGNITIVESCALE: DEALS
13.2.8 QLIKTECH INTERNATIONAL AB
TABLE 186 QLIKTECH INTERNATIONAL AB: BUSINESS OVERVIEW
TABLE 187 QLIKTECH INTERNATIONAL AB: PRODUCTS OFFERED
TABLE 188 QLIKTECH INTERNATIONAL AB: SERVICES OFFERED
TABLE 189 QLIKTECH INTERNATIONAL AB: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 190 QLIKTECH INTERNATIONAL AB: DEALS
13.2.9 TIBCO
TABLE 191 TIBCO: BUSINESS OVERVIEW
TABLE 192 TIBCO: PRODUCTS OFFERED
TABLE 193 TIBCO: SERVICES OFFERED
TABLE 194 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 195 TIBCO: DEALS
13.2.10 AWS
TABLE 196 AWS: BUSINESS OVERVIEW
FIGURE 50 AWS: COMPANY SNAPSHOT
TABLE 197 AWS: PRODUCTS OFFERED
TABLE 198 AWS: SERVICES OFFERED
TABLE 199 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 200 AWS: DEALS
13.2.11 NEORIS
TABLE 201 NEORIS: BUSINESS OVERVIEW
TABLE 202 NEORIS: PRODUCTS OFFERED
TABLE 203 NEORIS: SERVICES OFFERED
TABLE 204 NEORIS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 205 NEORIS: DEALS
13.2.12 SISENSE
TABLE 206 SISENSE: BUSINESS OVERVIEW
TABLE 207 SISENSE: PRODUCTS OFFERED
TABLE 208 SISENSE: SERVICES OFFERED
TABLE 209 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 210 SISENSE: DEALS
13.2.13 MICROSTRATEGY
TABLE 211 MICROSTRATEGY: BUSINESS OVERVIEW
FIGURE 51 MICROSTRATEGY: COMPANY SNAPSHOT
TABLE 212 MICROSTRATEGY: PRODUCTS OFFERED
TABLE 213 MICROSTRATEGY: SERVICES OFFERED
TABLE 214 MICROSTRATEGY: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 215 MICROSTRATEGY: DEALS
13.2.14 DATAIKU
TABLE 216 DATAIKU: BUSINESS OVERVIEW
TABLE 217 DATAIKU: PRODUCTS OFFERED
TABLE 218 DATAIKU: SERVICES OFFERED
TABLE 219 DATAIKU: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 220 DATAIKU: DEALS
13.3 SMES AND STARTUPS
13.3.1 COSMO TECH
13.3.2 JUMIO
13.3.3 LUCIDWORKS
13.3.4 SQUIRRO
13.3.5 DATAROBOT
13.3.6 BONDI LABS
13.3.7 EAZYML
13.3.8 STRADIGI AI
13.3.9 AIBLE
13.3.10 PECAN AI
13.3.11 TELLIUS
13.3.12 BINAH.AI
13.3.13 AUGMENTED INTELLIGENCE (AUI)
13.3.14 PRYON
13.3.15 BIOXPLOR
13.3.16 CAUSA LENS
*Details on Business overview, Products and services offered, Recent Developments, COVID-19-related developments, MNM View, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
14 ADJACENT AND RELATED MARKETS
14.1 INTRODUCTION
14.2 NATURAL LANGUAGE PROCESSING MARKET—GLOBAL FORECAST TO 2026
14.2.1 MARKET DEFINITION
14.2.2 MARKET OVERVIEW
14.2.2.1 Natural language processing market, by component
TABLE 221 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 222 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
14.2.2.2 Natural language processing market, by solution type
TABLE 223 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 224 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
14.2.2.3 Natural language processing market, by deployment mode
TABLE 225 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 226 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
14.2.2.4 Natural language processing market, by organization size
TABLE 227 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 228 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
14.2.2.5 Natural language processing market, by type
TABLE 229 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 230 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
14.2.2.6 Natural language processing market, by application
TABLE 231 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 232 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
14.2.2.7 Natural language processing market, by vertical
TABLE 233 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 234 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
14.2.2.8 Natural language processing market, by region
TABLE 235 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 236 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
TABLE 237 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 238 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 239 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 240 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 241 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 242 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 243 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 244 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
TABLE 245 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 246 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
14.3 CONVERSATIONAL AI MARKET—GLOBAL FORECAST TO 2025
14.3.1 MARKET DEFINITION
14.3.2 MARKET OVERVIEW
14.3.2.1 Conversational AI market, by component
TABLE 247 CONVERSATIONAL AI MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 248 CONVERSATIONAL AI MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
14.3.2.2 Conversational AI market, by type
TABLE 249 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.3.2.3 Conversational AI market, by technology
TABLE 250 CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY, 2019–2025 (USD MILLION)
14.3.2.4 Conversational AI market, by deployment mode
TABLE 251 CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
14.3.2.5 Conversational AI market, by application
TABLE 252 CONVERSATIONAL AI MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.3.2.6 Conversational AI market, by vertical
TABLE 253 CONVERSATIONAL AI MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.3.2.7 Conversational AI market, by region
TABLE 254 CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
TABLE 255 NORTH AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 256 EUROPE: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 257 ASIA PACIFIC: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 258 MIDDLE EAST AND AFRICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
TABLE 259 LATIN AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 AVAILABLE CUSTOMIZATIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
