Analyst Viewpoint
The global pharmacy automation systems market size is experiencing robust growth driven by the increase in demand for efficient and accurate medication dispensing processes. Rise in burden of chronic diseases, coupled with the need to minimize medication errors, is also fueling the adoption of pharmacy automation systems.
The future scope of the pharmacy automation systems market includes ongoing technological advancements, the integration of automation in diverse pharmacy functions, and the potential for increased market penetration globally. Rise in prescription volumes is likely to offer lucrative opportunities to vendors in the global pharmacy automation systems industry.
Pharmacy automation systems are designed to streamline and enhance the efficiency of various tasks within a pharmacy setting. These systems enhance medication management, reduce operational costs, and improve patient safety in healthcare settings. The integration of robotics, artificial intelligence, and advanced software solutions is further amplifying the capabilities of these systems.
The pharmacy automation systems market landscape is poised for continued expansion as pharmacies aim for higher efficiency and improved patient care. Pharmacy automation systems encompass a range of solutions such as automated medication dispensing systems, robotic prescription filling systems, and inventory management systems, enhancing operational efficiency in pharmacies and healthcare facilities.
Increase in adoption of advanced technologies to streamline pharmaceutical processes is boosting the demand for pharmacy automation systems. The imperative need for error reduction in medication dispensing, rise in prevalence of chronic diseases, and expanding global healthcare infrastructure are also driving the pharmacy automation systems market value.
Integration of artificial intelligence and robotics is a notable trend, empowering pharmacies with enhanced precision and speed in medication dispensing. The pharmacy automation systems market trajectory is also shaped by the growing awareness of the benefits of pharmacy automation in minimizing errors, improving patient safety, and optimizing workflow efficiency. The global pharmacy automation systems industry is poised for sustained growth as the healthcare sector continues to prioritize patient-centric care.
The need for pharmaceutical services is rising in the healthcare sector as a result of an aging population, rising rates of chronic illnesses, and population growth in general. The workflows of traditional pharmacies are being strained by this increase in prescription volumes. Pharmacy automation systems, such as prescription verification and robotic dispensing systems, assist pharmacies in effectively managing their growing workload.
Pharmacy wait times are decreased, operational efficiency is increased, and a greater volume of prescriptions can be handled by pharmacies thanks to these systems. Pharmacies are turning more and more to automation in order to meet the growing demand for healthcare services and streamline their operations. This, in turn, is propelling the pharmacy automation systems market revenue.
Pharmacists and pharmacy staff are more likely to make mistakes as a result of stress or exhaustion due to pressure to manage a high volume of prescriptions. By automating repetitive and time-consuming tasks, pharmacy automation lessens this burden and frees up pharmacy staff members to concentrate on more intricate and patient-centered facets of their jobs. This decrease in workload lowers the possibility of human error and promotes a healthier work environment.
According to the latest pharmacy automation systems market trends, the medication dispensing systems product type segment held largest share in 2022. This growth can be ascribed to the escalating demand for efficient, accurate, and secure medication dispensing processes in healthcare settings. Medication dispensing systems offer a comprehensive solution to manage and dispense medications, reducing the risk of errors and enhancing patient safety. Hospitals, clinics, and retail pharmacies are increasingly adopting these systems to optimize workflow and ensure precise medication administration.
Key features such as barcode verification, automated inventory management, and real-time tracking contribute to the segment's attractiveness. The growing emphasis on minimizing medication errors, improving operational efficiency, and enhancing patient care is propelling the adoption of advanced medication dispensing systems.
According to the latest pharmacy automation systems market analysis, the retail pharmacies end-user segment accounted for major share in 2022. Increase in need for operational efficiency, error reduction, and enhanced patient care is boosting the demand for pharmacy automation systems in retail pharmacies.
Pharmacy automation systems offer retail pharmacies a comprehensive solution to streamline medication dispensing processes, manage inventory, and improve overall workflow. The demand for these systems is particularly prominent in retail settings where high prescription volumes require precise and rapid medication dispensing.
Automation technologies such as robotic prescription filling systems, automated dispensing cabinets, and inventory management systems empower retail pharmacies to optimize their operations, reduce errors, and enhance customer service. As retail pharmacies strive to meet the evolving demands of the healthcare landscape and provide efficient pharmaceutical services, the adoption of pharmacy automation systems becomes integral.
According to the latest pharmacy automation systems market insights, North America held largest share in 2022. Presence of robust healthcare infrastructure, high healthcare expenditure, and strong emphasis on technological advancements in the pharmaceutical sector are driving the market dynamics of North America. The widespread adoption of pharmacy automation systems across various healthcare settings, including hospitals, retail pharmacies, and clinics, is contributing significantly to the pharmacy automation systems industry share in North America.
The U.S. was a major market for pharmacy automation systems in 2022. Increase in focus on patient safety, surge in need for operational efficiency, and rise in prevalence of chronic diseases are fueling the pharmacy automation systems market statistics in the country. Regulatory initiatives and healthcare reforms further stimulate the adoption of advanced technologies, making the U.S. a key contributor to the regional market.
Major pharmacy automation system companies are strategically focusing on product innovations, partnerships, and collaborations to consolidate their market presence. They are emphasizing the development of user-friendly and scalable solutions to meet the evolving needs of pharmacies.
The global industry is consolidated, with the presence of a small number of leading automation system providers. Expansion of product portfolio and mergers & acquisitions are the key strategies implemented by leading players.
BD Rowa, Omnicell, Inc., ScriptPro, KirbyLester (Capsa Healthcare), Swisslog Healthcare (KUKA), ARxIUM, Parata Systems, LLC, and McKesson Corporation are prominent players operating in this market. Each of these players has been profiled in the pharmacy automation systems market report based on parameters such as company overview, financial overview, business strategies, product portfolio, business segments, and recent developments.
Attribute | Detail |
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Market Size Value in 2022 | US$ 5.5 Bn |
Market Forecast Value in 2031 | More than US$ 10.7 Bn |
Growth Rate (CAGR) | 7.5% |
Forecast Period | 2023-2031 |
Historical Data Available for | 2017-2021 |
Quantitative Units | US$ Bn for Value |
Market Analysis | It includes segment analysis as well as regional level analysis. Furthermore, qualitative analysis includes drivers, restraints, opportunities, key trends, Porter’s Five Forces analysis, value chain analysis, and key trend analysis. |
Competition Landscape |
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Format | Electronic (PDF) + Excel |
Market Segmentation |
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Regions Covered |
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Countries Covered |
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Companies Profiled |
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Customization Scope | Available upon request |
Pricing | Available upon request |
It was valued at US$ 5.5 Bn in 2022
It is projected to reach more than US$ 10.7 Bn by the end of 2031
It is anticipated to be 7.5% from 2023 to 2031
Imperative need for error reduction in medication dispensing and rise in prescription volumes
The medication dispensing systems was the largest product type segment in 2022
North America is anticipated to account for the leading share during the forecast period
BD Rowa, Omnicell, Inc., ScriptPro, KirbyLester (Capsa Healthcare), Swisslog Healthcare (KUKA), ARxIUM, Parata Systems, LLC, and McKesson Corporation
1. Preface
1.1. Market Definition and Scope
1.2. Market Segmentation
1.3. Key Research Objectives
1.4. Research Highlights
2. Assumptions and Research Methodology
3. Executive Summary: Global Pharmacy Automation Systems Market
4. Market Overview
4.1. Introduction
4.1.1. Product Type Definition
4.1.2. Industry Evolution / Developments
4.2. Overview
4.3. Market Dynamics
4.3.1. Drivers
4.3.2. Restraints
4.3.3. Opportunities
5. Key Insights
5.1. Technological Advancement
5.2. Key Industry Events
5.3. COVID-19 Pandemic Impact on Industry
6. Global Pharmacy Automation Systems Market Analysis and Forecast, by Product Type
6.1. Introduction & Definition
6.2. Key Findings/Developments
6.3. Market Value Forecast, by Product Type, 2017–2031
6.3.1. Medication Dispensing Systems
6.3.2. Packaging and Labelling Systems
6.3.3. Table-top Counters
6.3.4. Storage and Retrieval Systems
6.3.5. Others (Medication Compounding Systems, etc.)
6.4. Market Attractiveness Analysis, by Product Type
7. Global Pharmacy Automation Systems Market Analysis and Forecast, by End-user
7.1. Introduction & Definition
7.2. Key Findings/Developments
7.3. Market Value Forecast, by End-user, 2017–2031
7.3.1. Retail Pharmacies
7.3.2. Inpatient Pharmacies
7.3.3. Outpatient Pharmacies
7.3.4. Others (PBMOs, Mail Order Pharmacies, etc.)
7.4. Market Attractiveness Analysis, by End-user
8. Global Pharmacy Automation Systems Market Analysis and Forecast, by Region
8.1. Key Findings
8.2. Market Value Forecast, by Region
8.2.1. North America
8.2.2. Europe
8.2.3. Asia Pacific
8.2.4. Latin America
8.2.5. Middle East & Africa
8.3. Market Attractiveness Analysis, by Region
9. North America Pharmacy Automation Systems Market Analysis and Forecast
9.1. Introduction
9.1.1. Key Findings
9.2. Market Value Forecast, by Product Type, 2017–2031
9.2.1. Medication Dispensing Systems
9.2.2. Packaging and Labelling Systems
9.2.3. Table-top Counters
9.2.4. Storage and Retrieval Systems
9.2.5. Others (Medication Compounding Systems, etc.)
9.3. Market Value Forecast, by End-user, 2017–2031
9.3.1. Retail Pharmacies
9.3.2. Inpatient Pharmacies
9.3.3. Outpatient Pharmacies
9.3.4. Others (PBMOs, Mail Order Pharmacies, etc.)
9.4. Market Value Forecast, by Country, 2017–2031
9.4.1. U.S.
9.4.2. Canada
9.5. Market Attractiveness Analysis
9.5.1. By Product Type
9.5.2. By End-user
9.5.3. By Country
10. Europe Pharmacy Automation Systems Market Analysis and Forecast
10.1. Introduction
10.1.1. Key Findings
10.2. Market Value Forecast, by Product Type, 2017–2031
10.2.1. Medication Dispensing Systems
10.2.2. Packaging and Labelling Systems
10.2.3. Table-top Counters
10.2.4. Storage and Retrieval Systems
10.2.5. Others (Medication Compounding Systems, etc.)
10.3. Market Value Forecast, by End-user, 2017–2031
10.3.1. Retail Pharmacies
10.3.2. Inpatient Pharmacies
10.3.3. Outpatient Pharmacies
10.3.4. Others (PBMOs, Mail Order Pharmacies, etc.)
10.4. Market Value Forecast, by Country/Sub-region, 2017–2031
10.4.1. Germany
10.4.2. U.K.
10.4.3. France
10.4.4. Italy
10.4.5. Spain
10.4.6. Rest of Europe
10.5. Market Attractiveness Analysis
10.5.1. By Product Type
10.5.2. By End-user
10.5.3. By Country/Sub-region
11. Asia Pacific Pharmacy Automation Systems Market Analysis and Forecast
11.1. Introduction
11.1.1. Key Findings
11.2. Market Value Forecast, by Product Type, 2017–2031
11.2.1. Medication Dispensing Systems
11.2.2. Packaging and Labelling Systems
11.2.3. Table-top Counters
11.2.4. Storage and Retrieval Systems
11.2.5. Others (Medication Compounding Systems, etc.)
11.3. Market Value Forecast, by End-user, 2017–2031
11.3.1. Retail Pharmacies
11.3.2. Inpatient Pharmacies
11.3.3. Outpatient Pharmacies
11.3.4. Others (PBMOs, Mail Order Pharmacies, etc.)
11.4. Market Value Forecast, by Country/Sub-region, 2017–2031
11.4.1. China
11.4.2. Japan
11.4.3. India
11.4.4. Australia & New Zealend
11.4.5. Rest of Asia Pacific
11.5. Market Attractiveness Analysis
11.5.1. By Product Type
11.5.2. By End-user
11.5.3. By Country/Sub-region
12. Latin America Pharmacy Automation Systems Market Analysis and Forecast
12.1. Introduction
12.1.1. Key Findings
12.2. Market Value Forecast, by Product Type, 2017–2031
12.2.1. Medication Dispensing Systems
12.2.2. Packaging and Labelling Systems
12.2.3. Table-top Counters
12.2.4. Storage and Retrieval Systems
12.2.5. Others (Medication Compounding Systems, etc.)
12.3. Market Value Forecast, by End-user, 2017–2031
12.3.1. Retail Pharmacies
12.3.2. Inpatient Pharmacies
12.3.3. Outpatient Pharmacies
12.3.4. Others (PBMOs, Mail Order Pharmacies, etc.)
12.4. Market Value Forecast, by Country/Sub-region, 2017–2031
12.4.1. Brazil
12.4.2. Mexico
12.4.3. Rest of Latin America
12.5. Market Attractiveness Analysis
12.5.1. By Product Type
12.5.2. By End-user
12.5.3. By Country/Sub-region
13. Middle East & Africa Pharmacy Automation Systems Market Analysis and Forecast
13.1. Introduction
13.1.1. Key Findings
13.2. Market Value Forecast, by Product Type, 2017–2031
13.2.1. Medication Dispensing Systems
13.2.2. Packaging and Labelling Systems
13.2.3. Table-top Counters
13.2.4. Storage and Retrieval Systems
13.2.5. Others (Medication Compounding Systems, etc.)
13.3. Market Value Forecast, by End-user, 2017–2031
13.3.1. Retail Pharmacies
13.3.2. Inpatient Pharmacies
13.3.3. Outpatient Pharmacies
13.3.4. Others (PBMOs, Mail Order Pharmacies, etc.)
13.4. Market Value Forecast, by Country/Sub-region, 2017–2031
13.4.1. GCC Countries
13.4.2. South Africa
13.4.3. Rest of Middle East & Africa
13.5. Market Attractiveness Analysis
13.5.1. By Product Type
13.5.2. By End-user
13.5.3. By Country/Sub-region
14. Competition Landscape
14.1. Market Player – Competition Matrix (By Tier and Size of Companies)
14.2. Market Share Analysis, by Company (2022)
14.3. Company Profiles
14.3.1. BD Rowa
14.3.1.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.1.2. Product Portfolio
14.3.1.3. Financial Overview
14.3.1.4. SWOT Analysis
14.3.1.5. Strategic Overview
14.3.2. Omnicell, Inc.
14.3.2.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.2.2. Product Portfolio
14.3.2.3. Financial Overview
14.3.2.4. SWOT Analysis
14.3.2.5. Strategic Overview
14.3.3. ScriptPro
14.3.3.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.3.2. Product Portfolio
14.3.3.3. Financial Overview
14.3.3.4. SWOT Analysis
14.3.3.5. Strategic Overview
14.3.4. KirbyLester (Capsa Healthcare) Automation
14.3.4.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.4.2. Product Portfolio
14.3.4.3. Financial Overview
14.3.4.4. SWOT Analysis
14.3.4.5. Strategic Overview
14.3.5. Swisslog Healthcare (KUKA)
14.3.5.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.5.2. Product Portfolio
14.3.5.3. Financial Overview
14.3.5.4. SWOT Analysis
14.3.5.5. Strategic Overview
14.3.6. ARxIUM
14.3.6.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.6.2. Product Portfolio
14.3.6.3. Financial Overview
14.3.6.4. SWOT Analysis
14.3.6.5. Strategic Overview
14.3.7. Parata Systems, LLC
14.3.7.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.7.2. Product Portfolio
14.3.7.3. Financial Overview
14.3.7.4. SWOT Analysis
14.3.7.5. Strategic Overview
14.3.8. McKesson Corporation
14.3.8.1. Company Overview (HQ, Business Segments, Employee Strength)
14.3.8.2. Product Portfolio
14.3.8.3. Financial Overview
14.3.8.4. SWOT Analysis
14.3.8.5. Strategic Overview
List of Tables
Table 01: Global Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Product Type, 2017-2031
Table 02: Global Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by End-user, 2017-2031
Table 03: Global Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Region, 2017-2031
Table 04: North America Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Country, 2017-2031
Table 05: North America Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Product Type, 2017-2031
Table 06: North America Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by End-user, 2017-2031
Table 07: Europe Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
Table 08: Europe Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Product Type, 2017-2031
Table 09: Europe Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by End-user, 2017-2031
Table 10: Asia Pacific Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
Table 11: Asia Pacific Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Product Type, 2017-2031
Table 12: Asia Pacific Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by End-user, 2017-2031
Table 13: Latin America Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
Table 14: Latin America Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Product Type, 2017-2031
Table 15: Latin America Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by End-user, 2017-2031
Table 16: Middle East & Africa Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
Table 17: Middle East & Africa Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by Product Type, 2017-2031
Table 18: Middle East & Africa Pharmacy Automation Systems Market Value (US$ Mn) Forecast, by End-user, 2017-2031
List of Figures
Figure 01: Global Pharmacy Automation Systems Market Size, by Product Type, 2022
Figure 02: Global Pharmacy Automation Systems Market Share (%), by Product Type, 2022
Figure 03: Global Pharmacy Automation Systems Market Size, by End-user, 2022
Figure 04: Global Pharmacy Automation Systems Market Share (%), by End-user, 2022
Figure 05: Global Pharmacy Automation Systems Market, by Region (2022 and 2031)
Figure 06: Global Pharmacy Automation Systems Market Value (US$ Mn) Forecast, 2017–2031
Figure 07: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2022 and 2031
Figure 08: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2022
Figure 09: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2031
Figure 10: Global Pharmacy Automation Systems Market Attractiveness Analysis, by Product Type, 2023–2031
Figure 11: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2022 and 2031
Figure 12: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2022
Figure 13: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2031
Figure 14: Global Pharmacy Automation Systems Market Attractiveness Analysis, by End-user, 2023–2031
Figure 15: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Region, 2022 and 2031
Figure 16: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Region, 2022
Figure 17: Global Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Region, 2031
Figure 18: Global Pharmacy Automation Systems Market Attractiveness Analysis, by Region, 2023–2031
Figure 19: North America Pharmacy Automation Systems Market Value (US$ Mn) Forecast and Y-o-Y Growth (%) Projection, 2017-2031
Figure 20: North America Pharmacy Automation Systems Market Value Share Analysis, by Country, 2022 and 2031
Figure 21: North America Pharmacy Automation Systems Market Attractiveness Analysis, by Country, 2023–2031
Figure 22: North America Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2022 and 2031
Figure 23: North America Pharmacy Automation Systems Market Attractiveness Analysis, by Product Type, 2023-2031
Figure 24: North America Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2022 and 2031
Figure 25: North America Pharmacy Automation Systems Market Attractiveness Analysis, by End-user, 2023-2031
Figure 26: Europe Pharmacy Automation Systems Market Value (US$ Mn) Forecast and Y-o-Y Growth (%) Projection, 2017-2031
Figure 27: Europe Pharmacy Automation Systems Market Value Share Analysis, by Country, 2022 and 2031
Figure 28: Europe Pharmacy Automation Systems Market Attractiveness Analysis, by Country, 2023–2031
Figure 29: Europe Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2022 and 2031
Figure 30: Europe Pharmacy Automation Systems Market Attractiveness Analysis, by Product Type, 2023-2031
Figure 31: Europe Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2022 and 2031
Figure 32: Europe Pharmacy Automation Systems Market Attractiveness Analysis, by End-user, 2023-2031
Figure 33: Asia Pacific Pharmacy Automation Systems Market Value (US$ Mn) Forecast and Y-o-Y Growth (%) Projection, 2017-2031
Figure 34: Asia Pacific Pharmacy Automation Systems Market Value Share Analysis, by Country, 2022 and 2031
Figure 35: Asia Pacific Pharmacy Automation Systems Market Attractiveness Analysis, by Country, 2023–2031
Figure 36: Asia Pacific Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2022 and 2031
Figure 37: Asia Pacific Pharmacy Automation Systems Market Attractiveness Analysis, by Product Type, 2023-2031
Figure 38: Asia Pacific Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2022 and 2031
Figure 39: Asia Pacific Pharmacy Automation Systems Market Attractiveness Analysis, by End-user, 2023-2031
Figure 40: Latin America Pharmacy Automation Systems Market Value (US$ Mn) Forecast and Y-o-Y Growth (%) Projection, 2017-2031
Figure 41: Latin America Pharmacy Automation Systems Market Value Share Analysis, by Country, 2022 and 2031
Figure 42: Latin America Pharmacy Automation Systems Market Attractiveness Analysis, by Country, 2023–2031
Figure 43: Latin America Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2022 and 2031
Figure 44: Latin America Pharmacy Automation Systems Market Attractiveness Analysis, by Product Type, 2023-2031
Figure 45: Latin America Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2022 and 2031
Figure 46: Latin America Pharmacy Automation Systems Market Attractiveness Analysis, by End-user, 2023-2031
Figure 47: Middle East & Africa Pharmacy Automation Systems Market Value (US$ Mn) Forecast and Y-o-Y Growth (%) Projection, 2017-2031
Figure 48: Middle East & Africa Pharmacy Automation Systems Market Value Share Analysis, by Country, 2022 and 2031
Figure 49: Middle East & Africa Pharmacy Automation Systems Market Attractiveness Analysis, by Country, 2023–2031
Figure 50: Middle East & Africa Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by Product Type, 2022 and 2031
Figure 51: Middle East & Africa Pharmacy Automation Systems Market Attractiveness Analysis, by Product Type, 2023-2031
Figure 52: Middle East & Africa Pharmacy Automation Systems Market Value (US$ Mn) Share Analysis, by End-user, 2022 and 2031
Figure 53: Middle East & Africa Pharmacy Automation Systems Market Attractiveness Analysis, by End-user, 2023-2031