The South Asian Association for Regional Cooperation (SAARC) is deploying speech recognition support to clients who are keen on purchasing speech recognition software for commercial purposes. Speech recognition software are in high demand amidst the COVID-19 (coronavirus) pandemic in order to provide remote services to users in the realms of banking and financial services and the retail shopping sector. Thus, companies in the intelligent virtual assistant market should capitalize on the demand for speech recognition software, especially to help individuals with mobility impairments, visual impairments, and senior citizens amidst the ongoing COVID-19 pandemic.
Speech recognition products are expected to register a sudden spike during the coronavirus era, since voice-to-text solutions have become the need of the hour. Speech to text converting software are improving internal efficiencies in healthcare organizations. Speech recognition tools are reducing unnecessary overheads for the healthcare industry and is being highly preferred by hospitals with budget-strapped resources.
These factors are expected to drive the intelligent virtual assistant market during the forecast period.
Popular products such as Google’s Alexa and Siri in iOS phones are set to create lucrative growth opportunities for companies in the intelligent virtual assistant market. Text-to-speech (TTS) use is growing in network applications such as in synthetic voice reading of email messages and textual content of websites. Intelligent virtual assistant vendors are focusing on niche applications for TTS such as developing limited vocabularies in order to deliver quality in specific applications. These factors are helping the intelligent virtual assistant market to mature from an estimated value position of US$ 2.9 Bn in 2020 to US$ 50.9 Bn by the end of 2030.
TTS is achieving wide distribution in the market for intelligent virtual assistant for content from up-to-the minute information services. Vendors are broadening their revenue streams in motor vehicles, wireless devices, games, and toys.
Innovative uses of speech recognition such as in smartwatches, computers, and cars are some of the key drivers that are bolstering growth for the intelligent virtual assistant market. These factors are slated to register an astonishing CAGR of 33% for the market during the forecast period. The ever-increasing mobile phone usage is another key driver, which is establishing stable revenue streams for intelligent virtual assistant vendors. Apart from electronics, companies are tapping into incremental opportunities in the realms of finance, marketing, human resource (HR), and even public transportation.
Companies in the intelligent virtual assistant market are aiming to bring down business costs associated with the integration of speech recognition systems, whilst simplifying outdates processes and increasing overall efficiency. Backed by proficiency in machine learning (ML), Big Data, and cloud processing, companies are improving speech accuracy rates.
New innovations in the text-to-speech technology are bringing about a significant change in the intelligent virtual assistant market. However, several TTS systems tend to offer unnatural and unpleasant speech to uses. Hence, companies in the intelligent virtual assistant market should increase efforts to acquire large databases of speech recordings. They should increase their R&D activities to incorporate carefully designed responses and specific emotions to resonate with the users. Likewise, speech recognition technologies are also found to achieve higher accuracy when tailored to specific applications.
The ultimate goal for intelligent virtual assistant vendors is to produce TTS synthesis with a speech that is indistinguishable from human speech. As such, high-quality TTS is being used in network applications such as for reading names and addresses back to customers. On the other hand, low-quality TTS is acquiring prominence in automotive systems and mobile devices, since it requires less memory storage.
The speech recognition technology is being highly publicized in workplaces. AI (Artificial Intelligence) - digital assistants are revolutionizing the intelligent virtual assistant market. Speech recognition has potentially replaced manual searching of electronic documents. Hence, companies in the intelligent virtual assistant market are taking the leap to tap opportunities in office security to replace swiping of cards and biometric punching.
Voice recognition has strong business potentials in long data entry processes, as companies augment the advantages of AI in voice search. Other aspects such as lighting and temperature control in office settings are predicted to increase the overall office efficiency. Microsoft’s Cortana is gaining global recognition for handling onerous office tasks, such as scheduling of meetings and recording minutes of the meeting. Likewise, the Skype Translator listens to users’ spoken and written patterns in the likes to optimize it with machine learning technologies.
Companies in the intelligent virtual assistant market are exploring lucrative opportunities in the retail sector. For instance, Amazon’s voice controlled device called Echo helps users to add items in their shopping list and read the news. Intelligent virtual assistant vendors are increasing efforts to develop voice-controlled devices that build a shopping order with simple voice commands. The simplification of adding grocery items to virtual shopping baskets is found to generate increased sales for online grocery shops. Thus, mobile app startups can collaborate with grocery shop franchises to develop apps with voice recognition to ease the shopping convenience of customers.
Vendors in the intelligent virtual assistant market are teaming up with software developers to enhance technological capabilities of existing voice-controlled devices.
Analysts’ Viewpoint
Speech recognition tools are acquiring prominence in the healthcare industry amidst the COVID-19 pandemic. Vendors should increase R&D to develop real-time translation earphones and back them with crowdfunding campaigns.
Producing speech that is indistinguishable from human speech is only available in limited applications. This indicates that the market landscape is fairly consolidated where leading market players have an edge over small players. Hence, emerging companies in the intelligent virtual assistant market should increase their research spending to accelerate the production of TTS products induced with tailored responses and carefully designed emotions for the users’ queries.
Global Intelligent Virtual Assistant Market: Overview
Rising popularity of the global intelligent virtual assistant market can be attributed to the growing need for improving efficiency across different service based companies through the utilization of artificial intelligence (AI) technologies. Growing integration of intelligent virtual assistants (IVA) in various consumer electronic products such as laptops, tablets, smartphones, and computers is also another beneficial factor for the global intelligent virtual assistant market. These IVAs can be used for various purposes or tasks such as assistance in navigation of an electronic system, assisting consumers in paying their bills, assist consumers in various customer service problems, and offer individuals information regarding various products.
Increasing uptake of IVAs in various financial institutions such as finance and banking can fuel the growth in global intelligent virtual assistant market in the near future. Increasing usage of cloud-based office tools in various industries along with rising number of workers working remotely has fuelled the demand in global intelligent virtual assistant market in the past few years. Enhanced and seamless customer service experience offered by custom designed IVAs is also another selling point for the products and services in the global intelligent virtual assistant market. Growing popularity of commonly used and known smartphone or computer based IVAs such as Alexa, Siri, and Google Voice Assistant, along with integration of IVA technologies in various products such as smart homes, speakers, and even automobiles is expected to foster the thriving global intelligent virtual assistant market in coming years.
Segmentation of the Intelligent Virtual Assistant Market
TMR’s study on the intelligent virtual assistant market includes information divided into four sections - technology, application, end user, and region. Changing industry trends and other crucial market dynamics associated with these sections of the intelligent virtual assistant market have been discussed in detail.
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1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary - Global Intelligent Virtual Assistant Market
4. Market Overview
4.1. Market Definition
4.2. Technology/ Product Roadmap
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. Contribution and Market Potential Analysis
4.4.1. Siri
4.4.2. Cortana
4.4.3. Google Now
4.4.4. Alexa Voice
4.5. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)
4.5.1. By Technology
4.5.2. By Application
4.5.3. By End-users
4.6. COVID-19 Impact Analysis
4.6.1. End-user Sentiment Analysis: Comparative Analysis on Spending
4.6.1.1. Increase in Spending
4.6.1.2. Decrease in Spending
4.6.2. Impact of COVID-19 on the Intelligent Virtual Assistant Market, by End-users
4.6.2.1. Large Enterprise
4.6.2.2. Small and Medium Enterprise
4.6.2.3. Individual Users
4.6.3. Short Term and Long Term Impact on the Market
4.6.4. Recovery Period (3 Months/6 Months/12 Months)
4.7. Competitive Scenario and Trends
4.7.1. Intelligent Virtual Assistant Market Concentration Rate
4.7.1.1. List of Emerging, Prominent, and Leading Players
4.7.2. Mergers & Acquisitions, Expansions
4.8. Market Outlook
5. Global Intelligent Virtual Assistant Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Mn), 2015-2030
5.1.1. Historic Growth Trends, 2015-2019
5.1.2. Forecast Trends, 2020-2030
6. Global Intelligent Virtual Assistant Market Analysis, by Technology
6.1. Overview and Definitions
6.2. Key Segment Analysis
6.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Technology, 2018 - 2030
6.3.1. Text-to-speech
6.3.2. Speech Recognition
7. Global Intelligent Virtual Assistant Market Analysis, by Application
7.1. Overview and Definitions
7.2. Key Segment Analysis
7.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Application, 2018 - 2030
7.3.1. Websites
7.3.2. Contact Centers
7.3.3. Messenger Bots
8. Global Intelligent Virtual Assistant Market Analysis, by End-users
8.1. Overview and Definitions
8.2. Key Segment Analysis
8.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by End-users, 2018 - 2030
8.3.1. Large Enterprise
8.3.2. Small and medium Enterprise
8.3.3. Individual Users
9. Global Intelligent Virtual Assistant Market Analysis and Forecast, By Region
9.1. Key Findings
9.2. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Region, 2018 - 2030
9.2.1. North America
9.2.2. Europe
9.2.3. Asia Pacific
9.2.4. Middle East & Africa
9.2.5. South America
10. North America Intelligent Virtual Assistant Market Analysis
10.1. Regional Outlook
10.2. Intelligent Virtual Assistant Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
10.2.1. By Technology
10.2.2. By Application
10.2.3. By End-users
10.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Country, 2018 - 2030
10.3.1. U.S.
10.3.2. Canada
10.3.3. Mexico
11. Europe Intelligent Virtual Assistant Market Analysis and Forecast
11.1. Regional Outlook
11.2. Intelligent Virtual Assistant Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
11.2.1. By Technology
11.2.2. By Application
11.2.3. By End-users
11.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
11.3.1. Germany
11.3.2. U.K.
11.3.3. France
11.3.4. Spain
11.3.5. Italy
11.3.6. Rest of Europe
12. APAC Intelligent Virtual Assistant Market Analysis and Forecast
12.1. Regional Outlook
12.2. Intelligent Virtual Assistant Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
12.2.1. By Technology
12.2.2. By Application
12.2.3. By End-users
12.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
12.3.1. China
12.3.2. Japan
12.3.3. India
12.3.4. ASEAN
12.3.5. Rest of Asia Pacific
13. Middle East & Africa (MEA) Intelligent Virtual Assistant Market Analysis and Forecast
13.1. Regional Outlook
13.2. Intelligent Virtual Assistant Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
13.2.1. By Technology
13.2.2. By Application
13.2.3. By End-users
13.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
13.3.1. The United Arab Emirates
13.3.2. South Africa
13.3.3. Rest of Middle East & Africa (MEA)
14. South America Intelligent Virtual Assistant Market Analysis and Forecast
14.1. Regional Outlook
14.2. Intelligent Virtual Assistant Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
14.2.1. By Technology
14.2.2. By Application
14.2.3. By End-users
14.3. Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
14.3.1. Brazil
14.3.2. Rest of South America
15. Competition Landscape
15.1. Market Competition Matrix, by Leading Players
15.2. Market Revenue Share Analysis (%), by Leading Players (2019)
16. Company Profiles
16.1. Alphabet Inc.
16.1.1. Business Overview
16.1.2. Product Portfolio
16.1.3. Geographical Footprint
16.1.4. Revenue and Strategy
16.2. Amazon Web Services
16.2.1. Business Overview
16.2.2. Product Portfolio
16.2.3. Geographical Footprint
16.2.4. Revenue and Strategy
16.3. Anboto Group.
16.3.1. Business Overview
16.3.2. Product Portfolio
16.3.3. Geographical Footprint
16.3.4. Revenue and Strategy
16.4. Apple Inc
16.4.1. Business Overview
16.4.2. Product Portfolio
16.4.3. Geographical Footprint
16.4.4. Revenue and Strategy
16.5. Artificial Solutions Ltd.
16.5.1. Business Overview
16.5.2. Product Portfolio
16.5.3. Geographical Footprint
16.5.4. Revenue and Strategy
16.6. Baidu
16.6.1. Business Overview
16.6.2. Product Portfolio
16.6.3. Geographical Footprint
16.6.4. Revenue and Strategy
16.7. CodeBaby Corp.
16.7.1. Business Overview
16.7.2. Product Portfolio
16.7.3. Geographical Footprint
16.7.4. Revenue and Strategy
16.8. Creative Virtual Ltd.
16.8.1. Business Overview
16.8.2. Product Portfolio
16.8.3. Geographical Footprint
16.8.4. Revenue and Strategy
16.9. CX Company
16.9.1. Business Overview
16.9.2. Product Portfolio
16.9.3. Geographical Footprint
16.9.4. Revenue and Strategy
16.10. eGain Communications Corp.
16.10.1. Business Overview
16.10.2. Product Portfolio
16.10.3. Geographical Footprint
16.10.4. Revenue and Strategy
16.11. Inbenta Technologies
16.11.1. Business Overview
16.11.2. Product Portfolio
16.11.3. Geographical Footprint
16.11.4. Revenue and Strategy
16.12. IntelliResponse Systems Inc.
16.12.1. Business Overview
16.12.2. Product Portfolio
16.12.3. Geographical Footprint
16.12.4. Revenue and Strategy
16.13. Next IT Corporation
16.13.1. Business Overview
16.13.2. Product Portfolio
16.13.3. Geographical Footprint
16.13.4. Revenue and Strategy
16.14. Nuance Communications Inc.
16.14.1. Business Overview
16.14.2. Product Portfolio
16.14.3. Geographical Footprint
16.14.4. Revenue and Strategy
16.15. Samsung Electronics
16.15.1. Business Overview
16.15.2. Product Portfolio
16.15.3. Geographical Footprint
16.15.4. Revenue and Strategy
16.16. Sony Corporation
16.16.1. Business Overview
16.16.2. Product Portfolio
16.16.3. Geographical Footprint
16.16.4. Revenue and Strategy
16.17. Speaktoit Inc.
16.17.1. Business Overview
16.17.2. Product Portfolio
16.17.3. Geographical Footprint
16.17.4. Revenue and Strategy
16.18. Uniphore Software Solutions Pvt. Ltd.
16.18.1. Business Overview
16.18.2. Product Portfolio
16.18.3. Geographical Footprint
16.18.4. Revenue and Strategy
16.19. Voicebox Technologies Corp
16.19.1. Business Overview
16.19.2. Product Portfolio
16.19.3. Geographical Footprint
16.19.4. Revenue and Strategy
16.20. VoiceVault Inc.
16.20.1. Business Overview
16.20.2. Product Portfolio
16.20.3. Geographical Footprint
16.20.4. Revenue and Strategy
17. Key Takeaways
List of Tables
Table No.1 Global Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Technology, 2018-2030
Table No.2 Global Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, Application, 2018-2030
Table No.3 Global Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast by End-user, 2018-2030
Table No.4 Global Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Region, 2018-2030
Table No.5 North America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Technology, 2018-2030
Table No.6 North America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, Application, 2018-2030
Table No.7 North America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast by End-user, 2018-2030
Table No.8 North America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Country, 2018-2030
Table No.9 Europe Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Technology, 2018-2030
Table No.10 Europe Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, Application, 2018-2030
Table No.11 Europe Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast by End-user, 2018-2030
Table No.12 Europe Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Country, 2018-2030
Table No.13 Asia Pacific Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Technology, 2018-2030
Table No.14 Asia Pacific Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, Application, 2018-2030
Table No.15 Asia Pacific Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast by End-user, 2018-2030
Table No.16 Asia Pacific Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Country, 2018-2030
Table No.17 Middle East & Africa Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Technology, 2018-2030
Table No.18 Middle East & Africa Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, Application, 2018-2030
Table No.19 Middle East & Africa Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast by End-user, 2018-2030
Table No.20 Middle East and Africa (MEA) Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Country, 2018-2030
Table No.21 South America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Technology, 2018-2030
Table No.22 South America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, Application, 2018-2030
Table No.23 South America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast by End-user, 2018-2030
Table No.24 South America Intelligent Virtual Assistant Market Revenue (US$ Mn) and Forecast, by Country, 2018-2030
List of Figures
Figure No.1 Global Intelligent Virtual Assistant Market Size (US$ Mn) Forecast, 2018 - 2030
Figure No.2 Global Intelligent Virtual Assistant Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2020E
Figure No.3 Global Intelligent Virtual Assistant Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2030F
Figure No.4 Regional Outline
Figure No.5 GDP (US$ Bn), Top Countries (2014 - 2019)
Figure No.6 Top Economies GDP Landscape, 2019
Figure No.7 Global ICT Spending (%), by Region, 2019
Figure No.8 Global ICT Spending (US$ Bn), Regional Contribution, 2019
Figure No.9 Global ICT Spending (US$ Bn), Spending Technology Contribution, 2019
Figure No.10 Global ICT Spending (%), by Technology, 2019
Figure No.11 Attractiveness Assessment, by Technology
Figure No.12 Opportunity Assessment, by Technology
Figure No.13 Attractiveness Assessment, by Application
Figure No.14 Opportunity Assessment, by Application
Figure No.15 Attractiveness Assessment, by End-user
Figure No.16 Opportunity Assessment, by End-user
Figure No.17 Attractiveness Assessment, by Region
Figure No.18 Opportunity Assessment, by Region
Figure No.20 Global Intelligent Virtual Assistant Market, By Application, CAGR (%) (2020 - 2030)
Figure No.22 Global Intelligent Virtual Assistant Market, By Region, CAGR (%) (2020 - 2030)
Figure No.19 Global Intelligent Virtual Assistant Market, By Technology, CAGR (%) (2020 - 2030)
Figure No.21 Global Intelligent Virtual Assistant Market, By End-user, CAGR (%) (2020 - 2030)
Figure No.23 Global Intelligent Virtual Assistant Market Historic Growth Trends (US$ Mn), 2015 - 2019
Figure No.24 Global Intelligent Virtual Assistant Market Forecast Growth Trends (US$ Mn), 2020 - 2030
Figure No.25 Global Intelligent Virtual Assistant Market Share Analysis, by Technology, 2020
Figure No.26 Global Intelligent Virtual Assistant Market Share Analysis, by Technology, 2030
Figure No.27 Global Intelligent Virtual Assistant Market Share Analysis, Application, 2020
Figure No.28 Global Intelligent Virtual Assistant Market Share Analysis, Application, 2030
Figure No.29 Global Intelligent Virtual Assistant Market Share Analysis, End-user, 2020
Figure No.30 Global Intelligent Virtual Assistant Market Share Analysis, End-user, 2030
Figure No.31 Global Intelligent Virtual Assistant Market Share Analysis, by Region, 2020
Figure No.32 Global Intelligent Virtual Assistant Market Share Analysis, by Region, 2030
Figure No.33 North America Intelligent Virtual Assistant Market Share Analysis, by Technology, 2020
Figure No.34 North America Intelligent Virtual Assistant Market Share Analysis, by Technology, 2030
Figure No.35 North America Intelligent Virtual Assistant Market Share Analysis, Application, 2020
Figure No.36 North America Intelligent Virtual Assistant Market Share Analysis, Application, 2030
Figure No.37 North America Intelligent Virtual Assistant Market Share Analysis, End-user, 2020
Figure No.38 North America Intelligent Virtual Assistant Market Share Analysis, End-user, 2030
Figure No.39 North America Intelligent Virtual Assistant Market Share Analysis, by Country, 2020
Figure No.40 North America Intelligent Virtual Assistant Market Share Analysis, by Country, 2030
Figure No.41 Europe Intelligent Virtual Assistant Market Share Analysis, by Technology, 2020
Figure No.42 Europe Intelligent Virtual Assistant Market Share Analysis, by Technology, 2030
Figure No.43 Europe Intelligent Virtual Assistant Market Share Analysis, Application, 2020
Figure No.44 Europe Intelligent Virtual Assistant Market Share Analysis, Application, 2030
Figure No.45 Europe Intelligent Virtual Assistant Market Share Analysis, End-user, 2020
Figure No.46 Europe Intelligent Virtual Assistant Market Share Analysis, End-user, 2030
Figure No.47 Europe Intelligent Virtual Assistant Market Share Analysis, by Country, 2020
Figure No.48 Europe Intelligent Virtual Assistant Market Share Analysis, by Country, 2030
Figure No.49 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, by Technology, 2020
Figure No.50 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, by Technology, 2030
Figure No.51 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, Application, 2020
Figure No.52 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, Application, 2030
Figure No.53 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, End-user, 2020
Figure No.54 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, End-user, 2030
Figure No.55 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, by Country, 2020
Figure No.56 Asia Pacific Intelligent Virtual Assistant Market Share Analysis, by Country, 2030
Figure No.57 Middle East & Africa Intelligent Virtual Assistant Market Share Analysis, by Technology, 2020
Figure No.58 Middle East & Africa Intelligent Virtual Assistant Market Share Analysis, by Technology, 2030
Figure No.59 Middle East & Africa Intelligent Virtual Assistant Market Share Analysis, Application, 2020
Figure No.60 Middle East & Africa Intelligent Virtual Assistant Market Share Analysis, Application, 2030
Figure No.61 Middle East & Africa Intelligent Virtual Assistant Market Share Analysis, End-user, 2020
Figure No.62 Middle East & Africa Intelligent Virtual Assistant Market Share Analysis, End-user, 2030
Figure No.63 Middle East and Africa (MEA) Intelligent Virtual Assistant Market Share Analysis, by Country, 2020
Figure No.64 Middle East and Africa (MEA) Intelligent Virtual Assistant Market Share Analysis, by Country, 2030
Figure No.65 South America Intelligent Virtual Assistant Market Share Analysis, by Technology, 2020
Figure No.66 South America Intelligent Virtual Assistant Market Share Analysis, by Technology, 2030
Figure No.67 South America Intelligent Virtual Assistant Market Share Analysis, Application, 2020
Figure No.68 South America Intelligent Virtual Assistant Market Share Analysis, Application, 2030
Figure No.69 South America Intelligent Virtual Assistant Market Share Analysis, End-user, 2020
Figure No. 70 South America Intelligent Virtual Assistant Market Share Analysis, End-user, 2030
Figure No. 71 South America Intelligent Virtual Assistant Market Share Analysis, by Country, 2020
Figure No. 72 South America Intelligent Virtual Assistant Market Share Analysis, by Country, 2030