Health Intelligent Virtual Assistant (IVA) Market by Technology, Product, and Geography - Forecast and Analysis 2023-2027

Published: Apr 2023 Pages: 161 SKU: IRTNTR71034

The health intelligent virtual assistant (IVA) market size is estimated to grow at a CAGR of 39.76% between 2022 and 2027. The market size is forecast to increase by USD 4,396.38 million. The growth of the market depends on several factors, including an increasing focus on digitization in healthcare, growing demand for healthcare services, and rising smartphone users coupled with increasing usage of healthcare applications. 

This health intelligent virtual assistant market report extensively covers market segmentation by technology (speech recognition, text-to-speech, and voice recognition), product (chatbots and smart speakers), and geography (North America, Europe, APAC, South America, and Middle East and Africa). It also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the report includes historic market data from 2017 to 2021.

What will be the size of the Health Intelligent Virtual Assistant Market During the Forecast Period?

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Health Intelligent Virtual Assistant Market: Key Drivers, Trends, Challenges, and Customer Landscape

The growing demand for healthcare services is notably driving the market growth, although factors such as a lack of skilled workforce may impede the market growth. Our researchers analyzed the data with 2022 as the base year and the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

Key Health Intelligent Virtual Assistant Market Driver

The growing demand for healthcare services is notably driving health IVA  market growth. The rise in the aging population across the world and the global increase in disposable incomes are two prominent factors accelerating the adoption of modern healthcare services. In addition, the incidence of chronic diseases and the need for improved levels of medical assistance are on the rise. There is a dire need for more healthcare services as well as personnel to deal with the growing number of patients effectively. This has led to the advent of new mobile applications and systems that deploy virtual assistants in the healthcare industry.

The current levels of staffing across the healthcare sector won't be enough to handle the anticipated high patient influx during the forecast period. It is anticipated that the number of patients will be so great that it will be impossible to monitor them manually and offer them effective services. As a result, a major factor promoting the adoption of new and improved technologies in the sector is the lack of skilled workers in the healthcare industry. In an effort to reduce human effort, achieve operational efficiencies, and enhance the overall quality of services across the entire industry, the growing demand for healthcare services will spur an increase in the use of health intelligent virtual assistants in the healthcare sector.  Such factors are anticipated to drive the growth of the health IVA  market during the forecast period.

Significant Health Intelligent Virtual Assistant Market Trends

Increasing M&A, partnership, and collaboration is an emerging trend in the market. The market for intelligent virtual assistants in global health is highly competitive among the current vendors. As a result, they are selecting strategic alliances and acquisitions with market players like software, technology, and platform providers. Strategic alliances and purchases give vendors access to technological know-how and assist in product development and geographic expansion. The ability to explore new markets for their goods and services and to sell them to a large customer base is another benefit of these collaborations for vendors.

For instance, Ada Health and Pfizer worked together to launch a nationwide COVID-19 Care Journey that was run by Ada in February 2023. It will assist in connecting patients with timely COVID-19 treatment. Similarly, to improve software platform engineering, eGain and Infogain announced their partnership in December 2020. Through this partnership, the business was able to expand its implementation services and increase customer growth. Hence, the growing number of strategic partnerships and acquisitions between vendors and market participants will drive the growth of the health IVA market during the forecast period.

Major Health Intelligent Virtual Assistant Market Challenge

The lack of a skilled workforce is a major challenge impeding the health IVA  market growth. The majority of healthcare organizations and providers are expanding their use of AI-powered health intelligent virtual assistants to boost operational effectiveness and patient satisfaction. However, healthcare businesses have faced significant difficulties due to a lack of AI expertise. The demand for AI specialists, specialized infrastructure, and processing power is being driven by the need for high computing power and technical expertise for the analysis of large data sets as well as ML and DL applications.

Large-scale AI and DL algorithm deployment necessitate significant financial outlays, an understanding of AI, and qualified decision-makers. In order to investigate the viability of implementing AI on a large scale, healthcare organizations are expanding their partnerships and collaborations with tech organizations. The management of current technologies and learning new AI technologies are challenges for traditional IT teams and developers working in the healthcare industry. Such factors are expected to negatively impact the adoption of health intelligent virtual assistants, which, in turn, will hamper the health IVA  market during the forecast period.

Key Health Intelligent Virtual Assistant Market Customer Landscape

The report includes the adoption lifecycle of the market, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their growth strategies.

Global Health Intelligent Virtual Assistant Market Customer Landscape

Who are the Major Health Intelligent Virtual Assistant Market Vendors?

Vendors are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

Infermedica - The company focuses on developing technologies that make healthcare accessible for everyone worldwide. The key offerings of the company include health-intelligent virtual assistant solutions such as the Medical Guidance Platform.

The report also includes detailed analyses of the competitive landscape of the market and information about 15 market vendors, including:

  • Ada Health GmbH
  • Babylon Healthcare Services Ltd.
  • Buoy Health Inc.
  • CodeBaby LLC
  • CSS Corp.
  • eGain Corp.
  • HealthTap Inc.
  • Kognito Solutions LLC
  • MedRespond
  • Microsoft Corp.
  • Orbita Inc.
  • PACT Care BV
  • Sense.ly Corp.
  • True Image Interactive Inc.
  • Verint Systems Inc.

Qualitative and quantitative analysis of vendors has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize vendors as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize vendors as dominant, leading, strong, tentative, and weak.

What is the Fastest-Growing Segment in the Health Intelligent Virtual Assistant Market?

The market share growth by the speech recognition segment will be significant during the forecast period. The process of recording spoken words using a microphone or telephone and turning them into digital words is known as speech recognition. Accuracy and speed are two key components of speech recognition. Automatic translation, hands-free computing, automated customer service, robotics, and medical transcription are the main applications for these systems.

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The speech recognition segment was valued at USD 155.00 million in 2017 and continued to grow until 2021In the upcoming years, speech recognition is anticipated to become a standard in many phone networks all over the world. Speaker-dependent and speaker-independent speech recognition systems are the two categories of systems. While speaker independent is frequently used in telephonic applications, speaker-dependent is frequently used for dictation purposes. Due to sophisticated ML and NLP algorithms, speech recognition technology in the healthcare sector helps to transform daily operations for doctors, other staff, and patients and ensure compliance. A few advantages are the increased productivity and flexibility that speech recognition technology offers. Medical professionals can complete paperwork and documentation more quickly and efficiently thanks to speech recognition technology. This raises the standard of care and enables medical professionals to spend more time with each patient. Thus, these advantages will drive the growth of the health intelligent virtual assistant (IVA) market during the forecast period.

Which are the Key Regions for the Health Intelligent Virtual Assistant Market?

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North America is estimated to contribute 39% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

Due to increased spending on healthcare facilities, the market for health intelligent virtual assistants in North America is anticipated to expand. The Affordable Care Act's creation of health insurance exchange subsidies and the high spending on major federal healthcare programs like Medicare, Medicaid, CHIP, and the Children's Health Insurance Program (CHIP) were the main causes of this. The market is expanding as a result of the increased adoption of digital health technologies like health intelligent virtual assistants and increased investments in the healthcare system, and the introduction of various government policies. To increase the use of digital health services in hospitals, the region's governments are launching initiatives. During the forecast period, it is anticipated that the implementation of new regulations and supporting legislation by regional governments and regulatory authorities will accelerate the adoption of health intelligent virtual assistants, including electronic medical records (EMR), electronic health records (EHR), and other health intelligent virtual assistants. These factors will boost the regional health intelligent virtual assistant (IVA) market during the forecast period. 

In 2020, the COVID-19 pandemic increased the requirement for health intelligent virtual assistants in the region's healthcare system. For example, many clinical trial sponsors adopted this service to enable continuity in data collection during the pandemic. Likewise, various mobile-based medical applications and chatbot functions have been used to support public health surveillance, enable patient records distribution, and streamline communication for patients and care providers. In addition, the region entered the recovery phase in 2021 due to the initiation of large-scale vaccination drives and the lifting of lockdown restrictions. However, the need for medical facilities is still high in the region due to the demand for various healthcare services. Hence, such factors will boost the regional health intelligent virtual assistant (IVA)  market growth during the forecast period. 

Segment Overview

The health intelligent virtual assistant (IVA) market report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2017 to 2027. 

  • Technology Outlook (USD Million, 2017 - 2027)
    • Speech recognition
    • Text-to-speech
    • Voice recognition
  • Product Outlook (USD Million, 2017 - 2027)
    • Chatbots
    • Smart speakers
  • Region Outlook (USD Million, 2017 - 2027)
    • North America
      • The U.S.
      • Canada
    • Europe
      • U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa
    • South America
      • Chile
      • Brazil
      • Argentina

Parent Market Analysis

Technavio categorizes the global health intelligent virtual assistant market as a part of the global application software market within the global IT software market. The parent global IT software market covers companies that are engaged in developing and producing application and system software. Our market research report has extensively covered external factors influencing the parent market growth during the forecast period.

Health Intelligent Virtual Assistant Market Scope

Report Coverage

Details

Page number

161

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 39.76%

Market growth 2023-2027

USD 4,396.38 million

Market structure

Fragmented

YoY growth 2022-2023(%)

36.61

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 39%

Key countries

US, China, Germany, UK, and France

Competitive landscape

Leading Vendors, Market Positioning of Vendors, Competitive Strategies, and Industry Risks

Key companies profiled

Ada Health GmbH, Babylon Healthcare Services Ltd., Buoy Health Inc., CodeBaby LLC, CSS Corp., eGain Corp., HealthTap Inc., Infermedica Sp. z o.o., Kognito Solutions LLC, MedRespond, Microsoft Corp., Orbita Inc., PACT Care BV, Sense.ly Corp., True Image Interactive Inc., Verint Systems Inc., and Virgin Pulse Inc.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for the forecast period. 

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Health Intelligent Virtual Assistant Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the health intelligent virtual assistant market between 2023 and 2027
  • Precise estimation of the size of the health intelligent virtual assistant market size and its contribution to the market in focus on the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Growth of the market industry across North America, Europe, APAC, South America, and Middle East and Africa
  • Thorough analysis of the market’s competitive landscape and detailed information about vendors
  • Comprehensive analysis of factors that will challenge the growth of health intelligent virtual assistant market vendors

We can help! Our analysts can customize this market research report to meet your requirements. Get in touch

1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Technology
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Product
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global health intelligent virtual assistant market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on Global health intelligent virtual assistant market 2017 - 2021 ($ million)
    • 4.2 Technology Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Technology Segment 2017 - 2021 ($ million)
    • 4.3 Product Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Product Segment 2017 - 2021 ($ million)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by Technology

    • 6.1 Market segments
      • Exhibit 30: Chart on Technology - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Technology - Market share 2022-2027 (%)
    • 6.2 Comparison by Technology
      • Exhibit 32: Chart on Comparison by Technology
      • Exhibit 33: Data Table on Comparison by Technology
    • 6.3 Speech recognition - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Speech recognition - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on Speech recognition - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on Speech recognition - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Speech recognition - Year-over-year growth 2022-2027 (%)
    • 6.4 Text-to-speech - Market size and forecast 2022-2027
      • Exhibit 38: Chart on Text-to-speech - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on Text-to-speech - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on Text-to-speech - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on Text-to-speech - Year-over-year growth 2022-2027 (%)
    • 6.5 Voice recognition - Market size and forecast 2022-2027
      • Exhibit 42: Chart on Voice recognition - Market size and forecast 2022-2027 ($ million)
      • Exhibit 43: Data Table on Voice recognition - Market size and forecast 2022-2027 ($ million)
      • Exhibit 44: Chart on Voice recognition - Year-over-year growth 2022-2027 (%)
      • Exhibit 45: Data Table on Voice recognition - Year-over-year growth 2022-2027 (%)
    • 6.6 Market opportunity by Technology
      • Exhibit 46: Market opportunity by Technology ($ million)
      • Exhibit 47: Data Table on Market opportunity by Technology ($ million)

    7 Market Segmentation by Product

    • 7.1 Market segments
      • Exhibit 48: Chart on Product - Market share 2022-2027 (%)
      • Exhibit 49: Data Table on Product - Market share 2022-2027 (%)
    • 7.2 Comparison by Product
      • Exhibit 50: Chart on Comparison by Product
      • Exhibit 51: Data Table on Comparison by Product
    • 7.3 Chatbots - Market size and forecast 2022-2027
      • Exhibit 52: Chart on Chatbots - Market size and forecast 2022-2027 ($ million)
      • Exhibit 53: Data Table on Chatbots - Market size and forecast 2022-2027 ($ million)
      • Exhibit 54: Chart on Chatbots - Year-over-year growth 2022-2027 (%)
      • Exhibit 55: Data Table on Chatbots - Year-over-year growth 2022-2027 (%)
    • 7.4 Smart speakers - Market size and forecast 2022-2027
      • Exhibit 56: Chart on Smart speakers - Market size and forecast 2022-2027 ($ million)
      • Exhibit 57: Data Table on Smart speakers - Market size and forecast 2022-2027 ($ million)
      • Exhibit 58: Chart on Smart speakers - Year-over-year growth 2022-2027 (%)
      • Exhibit 59: Data Table on Smart speakers - Year-over-year growth 2022-2027 (%)
    • 7.5 Market opportunity by Product
      • Exhibit 60: Market opportunity by Product ($ million)
      • Exhibit 61: Data Table on Market opportunity by Product ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 62: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 63: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 64: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 65: Chart on Geographic comparison
      • Exhibit 66: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 67: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 68: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 69: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 70: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 71: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 72: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 73: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 74: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 75: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 76: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 77: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 79: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 80: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 81: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 83: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 84: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 85: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 87: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 88: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 89: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 Germany - Market size and forecast 2022-2027
      • Exhibit 91: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 92: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 93: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.10 UK - Market size and forecast 2022-2027
      • Exhibit 95: Chart on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 96: Data Table on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 97: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.11 China - Market size and forecast 2022-2027
      • Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.12 France - Market size and forecast 2022-2027
      • Exhibit 103: Chart on France - Market size and forecast 2022-2027 ($ million)
      • Exhibit 104: Data Table on France - Market size and forecast 2022-2027 ($ million)
      • Exhibit 105: Chart on France - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on France - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 107: Market opportunity by geography ($ million)
      • Exhibit 108: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 109: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 110: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 111: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 112: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 113: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 114: Matrix on vendor position and classification
            • 12.3 Ada Health GmbH
              • Exhibit 115: Ada Health GmbH - Overview
              • Exhibit 116: Ada Health GmbH - Product / Service
              • Exhibit 117: Ada Health GmbH - Key offerings
            • 12.4 Babylon Healthcare Services Ltd.
              • Exhibit 118: Babylon Healthcare Services Ltd. - Overview
              • Exhibit 119: Babylon Healthcare Services Ltd. - Product / Service
              • Exhibit 120: Babylon Healthcare Services Ltd. - Key offerings
            • 12.5 Buoy Health Inc.
              • Exhibit 121: Buoy Health Inc. - Overview
              • Exhibit 122: Buoy Health Inc. - Product / Service
              • Exhibit 123: Buoy Health Inc. - Key offerings
            • 12.6 CodeBaby LLC
              • Exhibit 124: CodeBaby LLC - Overview
              • Exhibit 125: CodeBaby LLC - Product / Service
              • Exhibit 126: CodeBaby LLC - Key offerings
            • 12.7 CSS Corp.
              • Exhibit 127: CSS Corp. - Overview
              • Exhibit 128: CSS Corp. - Product / Service
              • Exhibit 129: CSS Corp. - Key offerings
            • 12.8 eGain Corp.
              • Exhibit 130: eGain Corp. - Overview
              • Exhibit 131: eGain Corp. - Product / Service
              • Exhibit 132: eGain Corp. - Key news
              • Exhibit 133: eGain Corp. - Key offerings
            • 12.9 Infermedica Sp. z o.o.
              • Exhibit 134: Infermedica Sp. z o.o. - Overview
              • Exhibit 135: Infermedica Sp. z o.o. - Product / Service
              • Exhibit 136: Infermedica Sp. z o.o. - Key offerings
            • 12.10 Kognito Solutions LLC
              • Exhibit 137: Kognito Solutions LLC - Overview
              • Exhibit 138: Kognito Solutions LLC - Product / Service
              • Exhibit 139: Kognito Solutions LLC - Key offerings
            • 12.11 MedRespond
              • Exhibit 140: MedRespond - Overview
              • Exhibit 141: MedRespond - Product / Service
              • Exhibit 142: MedRespond - Key offerings
            • 12.12 Microsoft Corp.
              • Exhibit 143: Microsoft Corp. - Overview
              • Exhibit 144: Microsoft Corp. - Business segments
              • Exhibit 145: Microsoft Corp. - Key news
              • Exhibit 146: Microsoft Corp. - Key offerings
              • Exhibit 147: Microsoft Corp. - Segment focus
            • 12.13 PACT Care BV
              • Exhibit 148: PACT Care BV - Overview
              • Exhibit 149: PACT Care BV - Product / Service
              • Exhibit 150: PACT Care BV - Key offerings
            • 12.14 Sense.ly Corp.
              • Exhibit 151: Sense.ly Corp. - Overview
              • Exhibit 152: Sense.ly Corp. - Product / Service
              • Exhibit 153: Sense.ly Corp. - Key offerings
            • 12.15 True Image Interactive Inc.
              • Exhibit 154: True Image Interactive Inc. - Overview
              • Exhibit 155: True Image Interactive Inc. - Product / Service
              • Exhibit 156: True Image Interactive Inc. - Key offerings
            • 12.16 Verint Systems Inc.
              • Exhibit 157: Verint Systems Inc. - Overview
              • Exhibit 158: Verint Systems Inc. - Product / Service
              • Exhibit 159: Verint Systems Inc. - Key offerings
            • 12.17 Virgin Pulse Inc.
              • Exhibit 160: Virgin Pulse Inc. - Overview
              • Exhibit 161: Virgin Pulse Inc. - Product / Service
              • Exhibit 162: Virgin Pulse Inc. - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 163: Inclusions checklist
                • Exhibit 164: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 165: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 166: Research methodology
                • Exhibit 167: Validation techniques employed for market sizing
                • Exhibit 168: Information sources
              • 13.5 List of abbreviations
                • Exhibit 169: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              health intelligent virtual assistant market

              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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