Healthcare Automation & Robotics Market Forecasts to 2032 – Global Analysis By Product (Surgical Robots, Telepresence Robots, Rehabilitation Robots, Disinfection & Cleaning Robots, Hospital & Pharmacy Automation Systems and Diagnostic Robots), Component,
Description
According to Stratistics MRC, the Global Healthcare Automation & Robotics Market is accounted for $19.9 billion in 2025 and is expected to reach $56.16 billion by 2032 growing at a CAGR of 15.9% during the forecast period. Healthcare Automation & Robotics refers to the use of advanced machines, software systems, and intelligent technologies to perform clinical, administrative, and operational tasks within healthcare settings. These solutions include surgical robots, automated laboratory systems, pharmacy automation, rehabilitation robots, and AI-driven workflow tools. By reducing manual intervention, they improve precision, efficiency, and patient safety. Rooted in traditional medical practice yet enhanced by innovation, healthcare automation and robotics address workforce shortages, streamline processes, reduce errors, and support faster recovery, enabling consistent, high-quality care delivery across modern healthcare systems.
Market Dynamics:
Driver:
Growing Demand for Minimally Invasive Procedures
The growing demand for minimally invasive procedures is a key driver of the Healthcare Automation & Robotics market. Patients and healthcare providers increasingly prefer minimally invasive surgeries due to reduced pain, shorter hospital stays, faster recovery, and lower risk of complications. Robotic-assisted surgical systems enhance precision, control, and visualization, enabling complex procedures with improved outcomes. Rising surgical volumes, expanding clinical applications, and increasing acceptance of robotic technologies across specialties continue to fuel market growth globally.
Restraint:
High Initial Investment & Maintenance Costs
High initial investment and maintenance costs restrain the growth of the Healthcare Automation & Robotics market. Robotic systems require substantial capital expenditure for procurement, installation, and integration into existing hospital infrastructure. Additional costs associated with maintenance, software upgrades, training, and technical support increase the total cost of ownership. Smaller healthcare facilities and institutions in emerging economies often face financial limitations, which can delay adoption and limit market penetration.
Opportunity:
Advancements in AI & Machine Learning
Advancements in artificial intelligence and machine learning present significant growth opportunities for the Healthcare Automation & Robotics market. AI-driven systems enhance robotic precision, real-time decision support, and predictive analytics in clinical workflows. Machine learning algorithms enable adaptive learning, improved diagnostics, and personalized treatment planning. Integration of AI with robotic platforms supports automation across surgery, diagnostics, and patient care, increasing efficiency and accuracy while expanding application areas and driving innovation across healthcare environments.
Threat:
Regulatory & Compliance Challenges
Regulatory and compliance challenges pose a major threat to the Healthcare Automation & Robotics market. Robotic and automated healthcare systems must meet stringent safety, quality, and performance standards set by regulatory authorities. Lengthy approval processes, varying regional regulations, and complex certification requirements can delay product launches and increase development costs. Additionally, concerns related to liability, ethical use, and data security further complicate compliance and limiting market growth.
Covid-19 Impact:
The Covid-19 pandemic had a significant impact on the Healthcare Automation & Robotics market. While elective procedures were temporarily postponed, demand for automation increased to reduce human contact and manage workforce shortages. Hospitals accelerated adoption of robotic systems for surgery, diagnostics, disinfection, and logistics. Post-pandemic, healthcare providers continue to invest in automation to improve resilience, operational efficiency, and infection control, strengthening long-term market growth prospects globally.
The hospitals segment is expected to be the largest during the forecast period
The hospitals segment is expected to account for the largest market share during the forecast period, due to high patient volumes and increasing adoption of advanced medical technologies. Hospitals invest heavily in robotic surgery systems, automated laboratories, and pharmacy automation to improve efficiency and patient outcomes. The need to streamline workflows, reduce clinical errors, and address staffing shortages further supports adoption. Availability of skilled professionals and capital funding positions hospitals as the primary end users of healthcare automation and robotics solutions.
The cardiology segment is expected to have the highest CAGR during the forecast period
Over the forecast period, the cardiology segment is predicted to witness the highest growth rate, due to rising prevalence of cardiovascular diseases worldwide. Robotic-assisted interventions improve precision in complex cardiac procedures, including catheter-based and minimally invasive surgeries. Growing demand for advanced imaging, navigation, and automation technologies enhances procedural accuracy and patient safety. Technological advancements and increasing clinical acceptance of robotic cardiology applications are driving rapid adoption, making cardiology the fastest-growing segment.
Region with largest share:
During the forecast period, the Asia Pacific region is expected to hold the largest market share, due to expanding healthcare infrastructure and rising demand for advanced medical technologies. Rapid population growth, increasing chronic disease burden, and government initiatives promoting healthcare modernization support market expansion. Growing investments in hospitals, medical robotics, and automation solutions across countries such as China, Japan, and India further strengthen the region’s dominant position in the global market.
Region with highest CAGR:
Over the forecast period, the North America region is anticipated to exhibit the highest CAGR, owing to early adoption of advanced healthcare technologies and strong innovation ecosystems. Well-established healthcare infrastructure, high healthcare expenditure, and increasing demand for minimally invasive procedures drive rapid growth. Favorable reimbursement policies, continuous R&D investment, and widespread integration of AI-powered robotic systems further accelerate adoption, positioning North America as the fastest-growing regional market.
Key players in the market
Some of the key players in Healthcare Automation & Robotics Market include Intuitive Surgical, Smith & Nephew, Medtronic, Renishaw plc, Siemens Healthineers, Hocoma AG, Philips Healthcare, Omnicell Inc., GE Healthcare, BD Company, Stryker Corporation, Panasonic Healthcare, Zimmer Biomet, Accuray Incorporated, and Johnson & Johnson (Ethicon).
Key Developments:
In November 2025, Siemens Healthineers introduced Syngo Carbon 2.0, an upgraded enterprise imaging platform. The launch integrates multimodal imaging data, AI-powered workflow automation, and cloud-based collaboration, designed to streamline radiology operations and improve diagnostic accuracy across global healthcare systems.
In October 2025, Siemens Healthineers expanded its collaboration with Varian and multiple oncology centers to accelerate precision therapy solutions. The joint venture integrates imaging, radiation therapy, and AI-driven planning tools, aiming to improve cancer treatment outcomes and strengthen Siemens’ leadership in oncology care.
Products Covered:
• Surgical Robots
• Telepresence Robots
• Rehabilitation Robots
• Disinfection & Cleaning Robots
• Hospital & Pharmacy Automation Systems
• Assistive & Companion Robots
• Diagnostic Robots
Components Covered:
• Hardware
• Software
• Services
Deployment Modes Covered:
• On-Premise
• Cloud-Based
• Hybrid
Technologies Covered:
• Artificial Intelligence
• Navigation & Mapping Systems
• Machine Vision
• Haptics
• Internet of Medical Things (IoMT)
Applications Covered:
• General Surgery
• Pharmacy Automation
• Orthopedic Surgery
• Laboratory Automation
• Neurosurgery
• Patient Monitoring & Care Assistance
• Cardiology
• Rehabilitation Therapy
• Oncology
End Users Covered:
• Hospitals
• Diagnostic Laboratories
• Ambulatory Surgical Centers
• Pharmacies
• Rehabilitation Centers
• Long-Term Care Facilities
• Home Healthcare Settings
Regions Covered:
• North America
US
Canada
Mexico
• Europe
Germany
UK
Italy
France
Spain
Rest of Europe
• Asia Pacific
Japan
China
India
Australia
New Zealand
South Korea
Rest of Asia Pacific
• South America
Argentina
Brazil
Chile
Rest of South America
• Middle East & Africa
Saudi Arabia
UAE
Qatar
South Africa
Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Market Dynamics:
Driver:
Growing Demand for Minimally Invasive Procedures
The growing demand for minimally invasive procedures is a key driver of the Healthcare Automation & Robotics market. Patients and healthcare providers increasingly prefer minimally invasive surgeries due to reduced pain, shorter hospital stays, faster recovery, and lower risk of complications. Robotic-assisted surgical systems enhance precision, control, and visualization, enabling complex procedures with improved outcomes. Rising surgical volumes, expanding clinical applications, and increasing acceptance of robotic technologies across specialties continue to fuel market growth globally.
Restraint:
High Initial Investment & Maintenance Costs
High initial investment and maintenance costs restrain the growth of the Healthcare Automation & Robotics market. Robotic systems require substantial capital expenditure for procurement, installation, and integration into existing hospital infrastructure. Additional costs associated with maintenance, software upgrades, training, and technical support increase the total cost of ownership. Smaller healthcare facilities and institutions in emerging economies often face financial limitations, which can delay adoption and limit market penetration.
Opportunity:
Advancements in AI & Machine Learning
Advancements in artificial intelligence and machine learning present significant growth opportunities for the Healthcare Automation & Robotics market. AI-driven systems enhance robotic precision, real-time decision support, and predictive analytics in clinical workflows. Machine learning algorithms enable adaptive learning, improved diagnostics, and personalized treatment planning. Integration of AI with robotic platforms supports automation across surgery, diagnostics, and patient care, increasing efficiency and accuracy while expanding application areas and driving innovation across healthcare environments.
Threat:
Regulatory & Compliance Challenges
Regulatory and compliance challenges pose a major threat to the Healthcare Automation & Robotics market. Robotic and automated healthcare systems must meet stringent safety, quality, and performance standards set by regulatory authorities. Lengthy approval processes, varying regional regulations, and complex certification requirements can delay product launches and increase development costs. Additionally, concerns related to liability, ethical use, and data security further complicate compliance and limiting market growth.
Covid-19 Impact:
The Covid-19 pandemic had a significant impact on the Healthcare Automation & Robotics market. While elective procedures were temporarily postponed, demand for automation increased to reduce human contact and manage workforce shortages. Hospitals accelerated adoption of robotic systems for surgery, diagnostics, disinfection, and logistics. Post-pandemic, healthcare providers continue to invest in automation to improve resilience, operational efficiency, and infection control, strengthening long-term market growth prospects globally.
The hospitals segment is expected to be the largest during the forecast period
The hospitals segment is expected to account for the largest market share during the forecast period, due to high patient volumes and increasing adoption of advanced medical technologies. Hospitals invest heavily in robotic surgery systems, automated laboratories, and pharmacy automation to improve efficiency and patient outcomes. The need to streamline workflows, reduce clinical errors, and address staffing shortages further supports adoption. Availability of skilled professionals and capital funding positions hospitals as the primary end users of healthcare automation and robotics solutions.
The cardiology segment is expected to have the highest CAGR during the forecast period
Over the forecast period, the cardiology segment is predicted to witness the highest growth rate, due to rising prevalence of cardiovascular diseases worldwide. Robotic-assisted interventions improve precision in complex cardiac procedures, including catheter-based and minimally invasive surgeries. Growing demand for advanced imaging, navigation, and automation technologies enhances procedural accuracy and patient safety. Technological advancements and increasing clinical acceptance of robotic cardiology applications are driving rapid adoption, making cardiology the fastest-growing segment.
Region with largest share:
During the forecast period, the Asia Pacific region is expected to hold the largest market share, due to expanding healthcare infrastructure and rising demand for advanced medical technologies. Rapid population growth, increasing chronic disease burden, and government initiatives promoting healthcare modernization support market expansion. Growing investments in hospitals, medical robotics, and automation solutions across countries such as China, Japan, and India further strengthen the region’s dominant position in the global market.
Region with highest CAGR:
Over the forecast period, the North America region is anticipated to exhibit the highest CAGR, owing to early adoption of advanced healthcare technologies and strong innovation ecosystems. Well-established healthcare infrastructure, high healthcare expenditure, and increasing demand for minimally invasive procedures drive rapid growth. Favorable reimbursement policies, continuous R&D investment, and widespread integration of AI-powered robotic systems further accelerate adoption, positioning North America as the fastest-growing regional market.
Key players in the market
Some of the key players in Healthcare Automation & Robotics Market include Intuitive Surgical, Smith & Nephew, Medtronic, Renishaw plc, Siemens Healthineers, Hocoma AG, Philips Healthcare, Omnicell Inc., GE Healthcare, BD Company, Stryker Corporation, Panasonic Healthcare, Zimmer Biomet, Accuray Incorporated, and Johnson & Johnson (Ethicon).
Key Developments:
In November 2025, Siemens Healthineers introduced Syngo Carbon 2.0, an upgraded enterprise imaging platform. The launch integrates multimodal imaging data, AI-powered workflow automation, and cloud-based collaboration, designed to streamline radiology operations and improve diagnostic accuracy across global healthcare systems.
In October 2025, Siemens Healthineers expanded its collaboration with Varian and multiple oncology centers to accelerate precision therapy solutions. The joint venture integrates imaging, radiation therapy, and AI-driven planning tools, aiming to improve cancer treatment outcomes and strengthen Siemens’ leadership in oncology care.
Products Covered:
• Surgical Robots
• Telepresence Robots
• Rehabilitation Robots
• Disinfection & Cleaning Robots
• Hospital & Pharmacy Automation Systems
• Assistive & Companion Robots
• Diagnostic Robots
Components Covered:
• Hardware
• Software
• Services
Deployment Modes Covered:
• On-Premise
• Cloud-Based
• Hybrid
Technologies Covered:
• Artificial Intelligence
• Navigation & Mapping Systems
• Machine Vision
• Haptics
• Internet of Medical Things (IoMT)
Applications Covered:
• General Surgery
• Pharmacy Automation
• Orthopedic Surgery
• Laboratory Automation
• Neurosurgery
• Patient Monitoring & Care Assistance
• Cardiology
• Rehabilitation Therapy
• Oncology
End Users Covered:
• Hospitals
• Diagnostic Laboratories
• Ambulatory Surgical Centers
• Pharmacies
• Rehabilitation Centers
• Long-Term Care Facilities
• Home Healthcare Settings
Regions Covered:
• North America
US
Canada
Mexico
• Europe
Germany
UK
Italy
France
Spain
Rest of Europe
• Asia Pacific
Japan
China
India
Australia
New Zealand
South Korea
Rest of Asia Pacific
• South America
Argentina
Brazil
Chile
Rest of South America
• Middle East & Africa
Saudi Arabia
UAE
Qatar
South Africa
Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Table of Contents
200 Pages
- 1 Executive Summary
- 2 Preface
- 2.1 Abstract
- 2.2 Stake Holders
- 2.3 Research Scope
- 2.4 Research Methodology
- 2.4.1 Data Mining
- 2.4.2 Data Analysis
- 2.4.3 Data Validation
- 2.4.4 Research Approach
- 2.5 Research Sources
- 2.5.1 Primary Research Sources
- 2.5.2 Secondary Research Sources
- 2.5.3 Assumptions
- 3 Market Trend Analysis
- 3.1 Introduction
- 3.2 Drivers
- 3.3 Restraints
- 3.4 Opportunities
- 3.5 Threats
- 3.6 Product Analysis
- 3.7 Technology Analysis
- 3.8 Application Analysis
- 3.9 End User Analysis
- 3.10 Emerging Markets
- 3.11 Impact of Covid-19
- 4 Porters Five Force Analysis
- 4.1 Bargaining power of suppliers
- 4.2 Bargaining power of buyers
- 4.3 Threat of substitutes
- 4.4 Threat of new entrants
- 4.5 Competitive rivalry
- 5 Global Healthcare Automation & Robotics Market, By Product
- 5.1 Introduction
- 5.2 Surgical Robots
- 5.3 Telepresence Robots
- 5.4 Rehabilitation Robots
- 5.5 Disinfection & Cleaning Robots
- 5.6 Hospital & Pharmacy Automation Systems
- 5.7 Assistive & Companion Robots
- 5.8 Diagnostic Robots
- 6 Global Healthcare Automation & Robotics Market, By Component
- 6.1 Introduction
- 6.2 Hardware
- 6.3 Software
- 6.4 Services
- 7 Global Healthcare Automation & Robotics Market, By Deployment Mode
- 7.1 Introduction
- 7.2 On-Premise
- 7.3 Cloud-Based
- 7.4 Hybrid
- 8 Global Healthcare Automation & Robotics Market, By Technology
- 8.1 Introduction
- 8.2 Artificial Intelligence
- 8.3 Navigation & Mapping Systems
- 8.4 Machine Vision
- 8.5 Haptics
- 8.6 Internet of Medical Things (IoMT)
- 9 Global Healthcare Automation & Robotics Market, By Application
- 9.1 Introduction
- 9.2 General Surgery
- 9.3 Pharmacy Automation
- 9.4 Orthopedic Surgery
- 9.5 Laboratory Automation
- 9.6 Neurosurgery
- 9.7 Patient Monitoring & Care Assistance
- 9.8 Cardiology
- 9.9 Rehabilitation Therapy
- 9.10 Oncology
- 10 Global Healthcare Automation & Robotics Market, By End User
- 10.1 Introduction
- 10.2 Hospitals
- 10.3 Diagnostic Laboratories
- 10.4 Ambulatory Surgical Centers
- 10.5 Pharmacies
- 10.6 Rehabilitation Centers
- 10.7 Long-Term Care Facilities
- 10.8 Home Healthcare Settings
- 11 Global Healthcare Automation & Robotics Market, By Geography
- 11.1 Introduction
- 11.2 North America
- 11.2.1 US
- 11.2.2 Canada
- 11.2.3 Mexico
- 11.3 Europe
- 11.3.1 Germany
- 11.3.2 UK
- 11.3.3 Italy
- 11.3.4 France
- 11.3.5 Spain
- 11.3.6 Rest of Europe
- 11.4 Asia Pacific
- 11.4.1 Japan
- 11.4.2 China
- 11.4.3 India
- 11.4.4 Australia
- 11.4.5 New Zealand
- 11.4.6 South Korea
- 11.4.7 Rest of Asia Pacific
- 11.5 South America
- 11.5.1 Argentina
- 11.5.2 Brazil
- 11.5.3 Chile
- 11.5.4 Rest of South America
- 11.6 Middle East & Africa
- 11.6.1 Saudi Arabia
- 11.6.2 UAE
- 11.6.3 Qatar
- 11.6.4 South Africa
- 11.6.5 Rest of Middle East & Africa
- 12 Key Developments
- 12.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 12.2 Acquisitions & Mergers
- 12.3 New Product Launch
- 12.4 Expansions
- 12.5 Other Key Strategies
- 13 Company Profiling
- 13.1 Intuitive Surgical
- 13.2 Smith & Nephew
- 13.3 Medtronic
- 13.4 Renishaw plc
- 13.5 Siemens Healthineers
- 13.6 Hocoma AG
- 13.7 Philips Healthcare
- 13.8 Omnicell Inc.
- 13.9 GE Healthcare
- 13.10 BD Company
- 13.11 Stryker Corporation
- 13.12 Panasonic Healthcare
- 13.13 Zimmer Biomet
- 13.14 Accuray Incorporated
- 13.15 Johnson & Johnson (Ethicon)
- List of Tables
- Table 1 Global Healthcare Automation & Robotics Market Outlook, By Region (2024-2032) ($MN)
- Table 2 Global Healthcare Automation & Robotics Market Outlook, By Product (2024-2032) ($MN)
- Table 3 Global Healthcare Automation & Robotics Market Outlook, By Surgical Robots (2024-2032) ($MN)
- Table 4 Global Healthcare Automation & Robotics Market Outlook, By Telepresence Robots (2024-2032) ($MN)
- Table 5 Global Healthcare Automation & Robotics Market Outlook, By Rehabilitation Robots (2024-2032) ($MN)
- Table 6 Global Healthcare Automation & Robotics Market Outlook, By Disinfection & Cleaning Robots (2024-2032) ($MN)
- Table 7 Global Healthcare Automation & Robotics Market Outlook, By Hospital & Pharmacy Automation Systems (2024-2032) ($MN)
- Table 8 Global Healthcare Automation & Robotics Market Outlook, By Assistive & Companion Robots (2024-2032) ($MN)
- Table 9 Global Healthcare Automation & Robotics Market Outlook, By Diagnostic Robots (2024-2032) ($MN)
- Table 10 Global Healthcare Automation & Robotics Market Outlook, By Component (2024-2032) ($MN)
- Table 11 Global Healthcare Automation & Robotics Market Outlook, By Hardware (2024-2032) ($MN)
- Table 12 Global Healthcare Automation & Robotics Market Outlook, By Software (2024-2032) ($MN)
- Table 13 Global Healthcare Automation & Robotics Market Outlook, By Services (2024-2032) ($MN)
- Table 14 Global Healthcare Automation & Robotics Market Outlook, By Deployment Mode (2024-2032) ($MN)
- Table 15 Global Healthcare Automation & Robotics Market Outlook, By On-Premise (2024-2032) ($MN)
- Table 16 Global Healthcare Automation & Robotics Market Outlook, By Cloud-Based (2024-2032) ($MN)
- Table 17 Global Healthcare Automation & Robotics Market Outlook, By Hybrid (2024-2032) ($MN)
- Table 18 Global Healthcare Automation & Robotics Market Outlook, By Technology (2024-2032) ($MN)
- Table 19 Global Healthcare Automation & Robotics Market Outlook, By Artificial Intelligence (2024-2032) ($MN)
- Table 20 Global Healthcare Automation & Robotics Market Outlook, By Navigation & Mapping Systems (2024-2032) ($MN)
- Table 21 Global Healthcare Automation & Robotics Market Outlook, By Machine Vision (2024-2032) ($MN)
- Table 22 Global Healthcare Automation & Robotics Market Outlook, By Haptics (2024-2032) ($MN)
- Table 23 Global Healthcare Automation & Robotics Market Outlook, By Internet of Medical Things (IoMT) (2024-2032) ($MN)
- Table 24 Global Healthcare Automation & Robotics Market Outlook, By Application (2024-2032) ($MN)
- Table 25 Global Healthcare Automation & Robotics Market Outlook, By General Surgery (2024-2032) ($MN)
- Table 26 Global Healthcare Automation & Robotics Market Outlook, By Pharmacy Automation (2024-2032) ($MN)
- Table 27 Global Healthcare Automation & Robotics Market Outlook, By Orthopedic Surgery (2024-2032) ($MN)
- Table 28 Global Healthcare Automation & Robotics Market Outlook, By Laboratory Automation (2024-2032) ($MN)
- Table 29 Global Healthcare Automation & Robotics Market Outlook, By Neurosurgery (2024-2032) ($MN)
- Table 30 Global Healthcare Automation & Robotics Market Outlook, By Patient Monitoring & Care Assistance (2024-2032) ($MN)
- Table 31 Global Healthcare Automation & Robotics Market Outlook, By Cardiology (2024-2032) ($MN)
- Table 32 Global Healthcare Automation & Robotics Market Outlook, By Rehabilitation Therapy (2024-2032) ($MN)
- Table 33 Global Healthcare Automation & Robotics Market Outlook, By Oncology (2024-2032) ($MN)
- Table 34 Global Healthcare Automation & Robotics Market Outlook, By End User (2024-2032) ($MN)
- Table 35 Global Healthcare Automation & Robotics Market Outlook, By Hospitals (2024-2032) ($MN)
- Table 36 Global Healthcare Automation & Robotics Market Outlook, By Diagnostic Laboratories (2024-2032) ($MN)
- Table 37 Global Healthcare Automation & Robotics Market Outlook, By Ambulatory Surgical Centers (2024-2032) ($MN)
- Table 38 Global Healthcare Automation & Robotics Market Outlook, By Pharmacies (2024-2032) ($MN)
- Table 39 Global Healthcare Automation & Robotics Market Outlook, By Rehabilitation Centers (2024-2032) ($MN)
- Table 40 Global Healthcare Automation & Robotics Market Outlook, By Long-Term Care Facilities (2024-2032) ($MN)
- Table 41 Global Healthcare Automation & Robotics Market Outlook, By Home Healthcare Settings (2024-2032) ($MN)
- Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.
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