Healthcare Digital Twins Market Size, Share & Trends Analysis Report By Component (Software, Services), By Application (Personalized Medicine, Drug Discovery & Development), By End Use, By Region, And Segment Forecasts, 2025 - 2030
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Healthcare Digital Twins Market Growth & Trends
The global healthcare digital twins market size is estimated treach USD 3.55 billion by 2030, according ta new report by Grand View Research, Inc. The market is anticipated tgrow at a CAGR of 25.9% from 2025 t2030. Digital twins are digital models or real-time replicas of an object or process that incorporates and updates all the available data in real-time.
The technology is used in healthcare ttest the safety and economic viability of a scenaribefore it is launched intthe real world. The adoption of digital twins in the healthcare industry is still in a nascent stage but scientists are adopting the technology ttest the viability of surgical procedures and develop personalized medicine. These are some of the key factors anticipated tdrive the market growth during the forecast period. For instance, digital twins are used in healthcare tstudy diseases such as multiple sclerosis and Alzheimer’s tbetter understand the treatment options and accelerate clinical trial timelines.
The rising adoption of artificial intelligence in healthcare is anticipated tfurther drive the adoption of the technology. Integration of components such as APIs, graph databases, and natural language processing (NLP) tcraft digital twins for healthcare and other life science organizations helps treduce medical costs and enhance medical outcomes. Digital twins help ttransform the industry by offering data-backed feedback, data capturing, and data interventions, which are anticipated tconsiderably reduce healthcare costs.
The emergence of startups and entry of key players in the market is anticipated tsignificantly boost the growth of the market. For instance, Sim&Cure a France-based company provides Sim&Size, a digital twin solution that helps brain surgeons ttreat an aneurysm using simulations. Aneurysms are the enlarged vessels that can cause stroke and clots in the brain. Moreover, increased funding provided tthe startups is anticipated tpromote the adoption of the technology during the forecast period. For instance, in October 2021, Twin Health a California and Chennai-based startup raised USD 140 million in a Series C funding round. The startup is an AI-powered platform that provides doctors and patients the guidance on sleep activity, nutrition, and meditative breathing that helps treverse and prevent chronic conditions such as liver diseases, Type-II diabetes, and cardiovascular diseases.
In addition, various government initiatives timprove the adoption of digital twins are anticipated tdrive the demand for the technology. For instance, DigiTwins, a flagship project launched by the European Government aims tbring paradigm shifts in the healthcare industry using communication, advanced omics, sensing technologies, and computing. The European government plans tinvest USD 1.1 billion in the project over 10 years tsupport its growth and development. Moreover, UK Research and Innovation announced funding of USD 39.15 million for healthcare technological advancements, including digital twins and digital hubs, in June 2023.
Healthcare Digital Twins Market Report Highlights
Healthcare Digital Twins Market Growth & Trends
The global healthcare digital twins market size is estimated treach USD 3.55 billion by 2030, according ta new report by Grand View Research, Inc. The market is anticipated tgrow at a CAGR of 25.9% from 2025 t2030. Digital twins are digital models or real-time replicas of an object or process that incorporates and updates all the available data in real-time.
The technology is used in healthcare ttest the safety and economic viability of a scenaribefore it is launched intthe real world. The adoption of digital twins in the healthcare industry is still in a nascent stage but scientists are adopting the technology ttest the viability of surgical procedures and develop personalized medicine. These are some of the key factors anticipated tdrive the market growth during the forecast period. For instance, digital twins are used in healthcare tstudy diseases such as multiple sclerosis and Alzheimer’s tbetter understand the treatment options and accelerate clinical trial timelines.
The rising adoption of artificial intelligence in healthcare is anticipated tfurther drive the adoption of the technology. Integration of components such as APIs, graph databases, and natural language processing (NLP) tcraft digital twins for healthcare and other life science organizations helps treduce medical costs and enhance medical outcomes. Digital twins help ttransform the industry by offering data-backed feedback, data capturing, and data interventions, which are anticipated tconsiderably reduce healthcare costs.
The emergence of startups and entry of key players in the market is anticipated tsignificantly boost the growth of the market. For instance, Sim&Cure a France-based company provides Sim&Size, a digital twin solution that helps brain surgeons ttreat an aneurysm using simulations. Aneurysms are the enlarged vessels that can cause stroke and clots in the brain. Moreover, increased funding provided tthe startups is anticipated tpromote the adoption of the technology during the forecast period. For instance, in October 2021, Twin Health a California and Chennai-based startup raised USD 140 million in a Series C funding round. The startup is an AI-powered platform that provides doctors and patients the guidance on sleep activity, nutrition, and meditative breathing that helps treverse and prevent chronic conditions such as liver diseases, Type-II diabetes, and cardiovascular diseases.
In addition, various government initiatives timprove the adoption of digital twins are anticipated tdrive the demand for the technology. For instance, DigiTwins, a flagship project launched by the European Government aims tbring paradigm shifts in the healthcare industry using communication, advanced omics, sensing technologies, and computing. The European government plans tinvest USD 1.1 billion in the project over 10 years tsupport its growth and development. Moreover, UK Research and Innovation announced funding of USD 39.15 million for healthcare technological advancements, including digital twins and digital hubs, in June 2023.
Healthcare Digital Twins Market Report Highlights
- Based on application, the personalized medicine segment led the market with the largest revenue share of 27.4% in 2024. And the medical device design and testing segment is anticipated twitness at the fastest CAGR growth over the forecast period
- In terms of end use, the providers segment led the market with the largest revenue share of 36.2% in 2024. And the pharma & biopharma segment is anticipated twitness at the fastest CAGR over the forecast period
- Based on region, North America held the largest revenue share of 46.8% in 2024. Factors such as favorable government initiatives, lucrative funding, and the presence of key players in the region contributed tthe growth of the market
CHAPTER 1. METHODOLOGY AND SCOPE
1.1. Market Segmentation & Scope
1.1.1. Segment scope
1.1.2. Regional scope
1.1.3. Estimates and forecast timeline
1.2. Research Methodology
1.3. Information Procurement
1.3.1. Purchased database
1.3.2. GVR’s internal database
1.3.3. Secondary sources
1.3.4. Primary research
1.3.5. Details of primary research
1.4. Information or Data Analysis
1.4.1. Data analysis models
1.5. Market Formulation & Validation
1.6. Model Details
1.7. Research Assumptions
1.8. List of Secondary Sources
1.9. List of Primary Sources
CHAPTER 2. EXECUTIVE SUMMARY
2.1. Market Outlook
2.2. Segment Outlook
2.2.1. Component outlook
2.2.2. Application outlook
2.2.3. End Use outlook
2.2.4. Regional outlook
2.3. Competitive Insights
CHAPTER 3. HEALTHCARE DIGITAL TWINS MARKET VARIABLES, TRENDS & SCOPE
3.1. Market Lineage Outlook
3.1.1. Parent market outlook
3.1.2. Ancillary market outlook
3.2. Market Dynamics
3.2.1. Market driver analysis
3.2.2. Market restraint analysis
3.3. Healthcare Digital Twins: Market Analysis Tools
3.3.1. Industry Analysis - Porter’s
3.3.2. PESTLE Analysis
3.4. Healthcare Digital Twins: Market: Emerging Trends and Technologies
3.5. Healthcare Digital Twins: Market: Case Study Analysis
CHAPTER 4. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY COMPONENT, 2018 - 2030 (USD MILLION)
4.1. Definition and Scope
4.2. Component Market Share Analysis, 2024 & 2030
4.3. Segment Dashboard
4.4. Global Healthcare Digital Twins Market, by Component, 2018 to 2030
4.5. Software
4.5.1. Software market estimates and forecasts, 2018 to 2030 (USD Million)
4.6. Services
4.6.1. Services market estimates and forecasts, 2018 to 2030 (USD Million)
CHAPTER 5. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY APPLICATION, 2018 - 2030 (USD MILLION)
5.1. Definition and Scope
5.2. Application Market Share Analysis, 2024 & 2030
5.3. Segment Dashboard
5.4. Global Healthcare Digital Twins Market, by Application, 2018 to 2030
5.5. Personalized medicine
5.5.1. Personalized medicine market estimates and forecasts, 2018 to 2030 (USD million)
5.6. Healthcare workflow optimization & asset management
5.6.1. Healthcare workflow optimization & asset management market estimates and forecasts, 2018 to 2030 (USD Million)
5.7. Medical device design and testing
5.7.1. Medical device design and testing market estimates and forecasts, 2018 to 2030 (USD Million)
5.8. Drug discovery & development
5.8.1. Drug discovery & development market estimates and forecasts, 2018 to 2030 (USD Million)
5.9. Surgical planning and medical education
5.9.1. Surgical planning and medical education market estimates and forecasts, 2018 to 2030 (USD Million)
5.10. Others
5.10.1. Others market estimates and forecasts, 2018 to 2030 (USD Million)
CHAPTER 6. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY END USE, 2018 - 2030 (USD MILLION)
6.1. Definition and Scope
6.2. End Use Market Share Analysis, 2024 & 2030
6.3. Segment Dashboard
6.4. Global Healthcare Digital Twins Market, by End Use, 2018 to 2030
6.5. Providers
6.5.1. Providers market estimates and forecasts, 2018 to 2030 (USD million)
6.6. Pharma & bio pharma companies
6.6.1. Pharma & bio pharma companies market estimates and forecasts, 2018 to 2030 (USD Million)
6.7. Medical device companies
6.7.1. Medical device companies market estimates and forecasts, 2018 to 2030 (USD million)
6.8. Research & academia
6.8.1. Research & academia market estimates and forecasts, 2018 to 2030 (USD million)
6.9. Others
6.9.1. Others market estimates and forecasts, 2018 to 2030 (USD million)
CHAPTER 7. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY REGION, 2018 - 2030 (USD MILLION)
7.1. Regional Market Share Analysis, 2024 & 2030
7.2. Regional Market Dashboard
7.3. Regional Market Snapshot
7.4. Healthcare Digital Twins Market Share by Region, 2024 & 2030:
7.5. North America
7.5.1. North America healthcare digital twins market, 2018 - 2030 (USD Million)
7.5.2. U.S.
7.5.2.1. U.S. healthcare digital twins market, 2018 - 2030 (USD Million)
7.5.3. Canada
7.5.3.1. Canada healthcare digital twins market, 2018 - 2030 (USD Million)
7.5.4. Mexico
7.5.4.1. Mexico healthcare digital twins market, 2018 - 2030 (USD Million)
7.6. Europe
7.6.1. Europe healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.2. UK
7.6.2.1. UK healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.3. Germany
7.6.3.1. Germany healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.4. France
7.6.4.1. France healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.5. Italy
7.6.5.1. Italy healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.6. Spain
7.6.6.1. Spain healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.7. Norway
7.6.7.1. Norway healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.8. Sweden
7.6.8.1. Sweden healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.9. Denmark
7.6.9.1. Denmark healthcare digital twins market, 2018 - 2030 (USD Million)
7.7. Asia Pacific
7.7.1. Asia Pacific healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.2. Japan
7.7.2.1. Japan healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.3. China
7.7.3.1. China healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.4. India
7.7.4.1. India healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.5. Australia
7.7.5.1. Australia healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.6. South Korea
7.7.6.1. South Korea healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.7. Thailand
7.7.7.1. Thailand healthcare digital twins market, 2018 - 2030 (USD Million)
7.8. Latin America
7.8.1. Latin America healthcare digital twins market, 2018 - 2030 (USD Million)
7.8.2. Brazil
7.8.2.1. Brazil healthcare digital twins market, 2018 - 2030 (USD Million)
7.8.3. Argentina
7.8.3.1. Argentina healthcare digital twins market, 2018 - 2030 (USD Million)
7.9. MEA
7.9.1. MEA healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.2. South Africa
7.9.2.1. South Africa healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.3. Saudi Arabia
7.9.3.1. Saudi Arabia healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.4. UAE
7.9.4.1. UAE healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.5. Kuwait
7.9.5.1. Kuwait healthcare digital twins market, 2018 - 2030 (USD Million)
CHAPTER 8. COMPETITIVE LANDSCAPE
8.1. Recent Developments & Impact Analysis, By Key Market Participants
8.2. Company Categorization
8.3. Company Profiles
8.3.1. Atos
8.3.1.1. Company overview
8.3.1.2. Financial performance
8.3.1.3. Product benchmarking
8.3.1.4. Strategic initiatives
8.3.2. Microsoft
8.3.2.1. Company overview
8.3.2.2. Financial performance
8.3.2.3. Product benchmarking
8.3.2.4. Strategic initiatives
8.3.3. Philips Healthcare
8.3.3.1. Company overview
8.3.3.2. Financial performance
8.3.3.3. Product benchmarking
8.3.3.4. Strategic initiatives
8.3.4. PrediSurge
8.3.4.1. Company overview
8.3.4.2. Financial performance
8.3.4.3. Product benchmarking
8.3.4.4. Strategic initiatives
8.3.5. Unlearn AI
8.3.5.1. Company overview
8.3.5.2. Financial performance
8.3.5.3. Product benchmarking
8.3.5.4. Strategic initiatives
8.3.6. QiO Technologies
8.3.6.1. Company overview
8.3.6.2. Financial performance
8.3.6.3. Product benchmarking
8.3.6.4. Strategic initiatives
8.3.7. Verto Healthcare
8.3.7.1. Company overview
8.3.7.2. Financial performance
8.3.7.3. Product benchmarking
8.3.7.4. Strategic initiatives
8.3.8. Dassault Systems (3DS System)
8.3.8.1. Company overview
8.3.8.2. Financial performance
8.3.8.3. Product benchmarking
8.3.8.4. Strategic initiatives
8.3.9. ThoughWire
8.3.9.1. Company overview
8.3.9.2. Financial performance
8.3.9.3. Product benchmarking
8.3.9.4. Strategic initiatives
8.3.10. Faststream Technologies
8.3.10.1. Company overview
8.3.10.2. Financial performance
8.3.10.3. Product benchmarking
8.3.10.4. Strategic initiatives
8.3.11. Twin Health.
8.3.11.1. Company overview
8.3.11.2. Financial performance
8.3.11.3. Product benchmarking
8.3.11.4. Strategic initiatives
1.1. Market Segmentation & Scope
1.1.1. Segment scope
1.1.2. Regional scope
1.1.3. Estimates and forecast timeline
1.2. Research Methodology
1.3. Information Procurement
1.3.1. Purchased database
1.3.2. GVR’s internal database
1.3.3. Secondary sources
1.3.4. Primary research
1.3.5. Details of primary research
1.4. Information or Data Analysis
1.4.1. Data analysis models
1.5. Market Formulation & Validation
1.6. Model Details
1.7. Research Assumptions
1.8. List of Secondary Sources
1.9. List of Primary Sources
CHAPTER 2. EXECUTIVE SUMMARY
2.1. Market Outlook
2.2. Segment Outlook
2.2.1. Component outlook
2.2.2. Application outlook
2.2.3. End Use outlook
2.2.4. Regional outlook
2.3. Competitive Insights
CHAPTER 3. HEALTHCARE DIGITAL TWINS MARKET VARIABLES, TRENDS & SCOPE
3.1. Market Lineage Outlook
3.1.1. Parent market outlook
3.1.2. Ancillary market outlook
3.2. Market Dynamics
3.2.1. Market driver analysis
3.2.2. Market restraint analysis
3.3. Healthcare Digital Twins: Market Analysis Tools
3.3.1. Industry Analysis - Porter’s
3.3.2. PESTLE Analysis
3.4. Healthcare Digital Twins: Market: Emerging Trends and Technologies
3.5. Healthcare Digital Twins: Market: Case Study Analysis
CHAPTER 4. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY COMPONENT, 2018 - 2030 (USD MILLION)
4.1. Definition and Scope
4.2. Component Market Share Analysis, 2024 & 2030
4.3. Segment Dashboard
4.4. Global Healthcare Digital Twins Market, by Component, 2018 to 2030
4.5. Software
4.5.1. Software market estimates and forecasts, 2018 to 2030 (USD Million)
4.6. Services
4.6.1. Services market estimates and forecasts, 2018 to 2030 (USD Million)
CHAPTER 5. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY APPLICATION, 2018 - 2030 (USD MILLION)
5.1. Definition and Scope
5.2. Application Market Share Analysis, 2024 & 2030
5.3. Segment Dashboard
5.4. Global Healthcare Digital Twins Market, by Application, 2018 to 2030
5.5. Personalized medicine
5.5.1. Personalized medicine market estimates and forecasts, 2018 to 2030 (USD million)
5.6. Healthcare workflow optimization & asset management
5.6.1. Healthcare workflow optimization & asset management market estimates and forecasts, 2018 to 2030 (USD Million)
5.7. Medical device design and testing
5.7.1. Medical device design and testing market estimates and forecasts, 2018 to 2030 (USD Million)
5.8. Drug discovery & development
5.8.1. Drug discovery & development market estimates and forecasts, 2018 to 2030 (USD Million)
5.9. Surgical planning and medical education
5.9.1. Surgical planning and medical education market estimates and forecasts, 2018 to 2030 (USD Million)
5.10. Others
5.10.1. Others market estimates and forecasts, 2018 to 2030 (USD Million)
CHAPTER 6. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY END USE, 2018 - 2030 (USD MILLION)
6.1. Definition and Scope
6.2. End Use Market Share Analysis, 2024 & 2030
6.3. Segment Dashboard
6.4. Global Healthcare Digital Twins Market, by End Use, 2018 to 2030
6.5. Providers
6.5.1. Providers market estimates and forecasts, 2018 to 2030 (USD million)
6.6. Pharma & bio pharma companies
6.6.1. Pharma & bio pharma companies market estimates and forecasts, 2018 to 2030 (USD Million)
6.7. Medical device companies
6.7.1. Medical device companies market estimates and forecasts, 2018 to 2030 (USD million)
6.8. Research & academia
6.8.1. Research & academia market estimates and forecasts, 2018 to 2030 (USD million)
6.9. Others
6.9.1. Others market estimates and forecasts, 2018 to 2030 (USD million)
CHAPTER 7. HEALTHCARE DIGITAL TWINS MARKET SEGMENT ANALYSIS, BY REGION, 2018 - 2030 (USD MILLION)
7.1. Regional Market Share Analysis, 2024 & 2030
7.2. Regional Market Dashboard
7.3. Regional Market Snapshot
7.4. Healthcare Digital Twins Market Share by Region, 2024 & 2030:
7.5. North America
7.5.1. North America healthcare digital twins market, 2018 - 2030 (USD Million)
7.5.2. U.S.
7.5.2.1. U.S. healthcare digital twins market, 2018 - 2030 (USD Million)
7.5.3. Canada
7.5.3.1. Canada healthcare digital twins market, 2018 - 2030 (USD Million)
7.5.4. Mexico
7.5.4.1. Mexico healthcare digital twins market, 2018 - 2030 (USD Million)
7.6. Europe
7.6.1. Europe healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.2. UK
7.6.2.1. UK healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.3. Germany
7.6.3.1. Germany healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.4. France
7.6.4.1. France healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.5. Italy
7.6.5.1. Italy healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.6. Spain
7.6.6.1. Spain healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.7. Norway
7.6.7.1. Norway healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.8. Sweden
7.6.8.1. Sweden healthcare digital twins market, 2018 - 2030 (USD Million)
7.6.9. Denmark
7.6.9.1. Denmark healthcare digital twins market, 2018 - 2030 (USD Million)
7.7. Asia Pacific
7.7.1. Asia Pacific healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.2. Japan
7.7.2.1. Japan healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.3. China
7.7.3.1. China healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.4. India
7.7.4.1. India healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.5. Australia
7.7.5.1. Australia healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.6. South Korea
7.7.6.1. South Korea healthcare digital twins market, 2018 - 2030 (USD Million)
7.7.7. Thailand
7.7.7.1. Thailand healthcare digital twins market, 2018 - 2030 (USD Million)
7.8. Latin America
7.8.1. Latin America healthcare digital twins market, 2018 - 2030 (USD Million)
7.8.2. Brazil
7.8.2.1. Brazil healthcare digital twins market, 2018 - 2030 (USD Million)
7.8.3. Argentina
7.8.3.1. Argentina healthcare digital twins market, 2018 - 2030 (USD Million)
7.9. MEA
7.9.1. MEA healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.2. South Africa
7.9.2.1. South Africa healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.3. Saudi Arabia
7.9.3.1. Saudi Arabia healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.4. UAE
7.9.4.1. UAE healthcare digital twins market, 2018 - 2030 (USD Million)
7.9.5. Kuwait
7.9.5.1. Kuwait healthcare digital twins market, 2018 - 2030 (USD Million)
CHAPTER 8. COMPETITIVE LANDSCAPE
8.1. Recent Developments & Impact Analysis, By Key Market Participants
8.2. Company Categorization
8.3. Company Profiles
8.3.1. Atos
8.3.1.1. Company overview
8.3.1.2. Financial performance
8.3.1.3. Product benchmarking
8.3.1.4. Strategic initiatives
8.3.2. Microsoft
8.3.2.1. Company overview
8.3.2.2. Financial performance
8.3.2.3. Product benchmarking
8.3.2.4. Strategic initiatives
8.3.3. Philips Healthcare
8.3.3.1. Company overview
8.3.3.2. Financial performance
8.3.3.3. Product benchmarking
8.3.3.4. Strategic initiatives
8.3.4. PrediSurge
8.3.4.1. Company overview
8.3.4.2. Financial performance
8.3.4.3. Product benchmarking
8.3.4.4. Strategic initiatives
8.3.5. Unlearn AI
8.3.5.1. Company overview
8.3.5.2. Financial performance
8.3.5.3. Product benchmarking
8.3.5.4. Strategic initiatives
8.3.6. QiO Technologies
8.3.6.1. Company overview
8.3.6.2. Financial performance
8.3.6.3. Product benchmarking
8.3.6.4. Strategic initiatives
8.3.7. Verto Healthcare
8.3.7.1. Company overview
8.3.7.2. Financial performance
8.3.7.3. Product benchmarking
8.3.7.4. Strategic initiatives
8.3.8. Dassault Systems (3DS System)
8.3.8.1. Company overview
8.3.8.2. Financial performance
8.3.8.3. Product benchmarking
8.3.8.4. Strategic initiatives
8.3.9. ThoughWire
8.3.9.1. Company overview
8.3.9.2. Financial performance
8.3.9.3. Product benchmarking
8.3.9.4. Strategic initiatives
8.3.10. Faststream Technologies
8.3.10.1. Company overview
8.3.10.2. Financial performance
8.3.10.3. Product benchmarking
8.3.10.4. Strategic initiatives
8.3.11. Twin Health.
8.3.11.1. Company overview
8.3.11.2. Financial performance
8.3.11.3. Product benchmarking
8.3.11.4. Strategic initiatives
