Lab Automation Market Size, Share & Trends

Lab Automation Market by Product (Robotic Arm, Microplate Readers, Workstation, LIMS, ELN), Application (Drug Discovery, Diagnostics, Genomics, Proteomics, Microbiology), End User (Pharma, Diagnolab, Forensics, Environmental) & Region - Global Forecast to 2028

Report Code: AST 5764 Feb, 2023, by marketsandmarkets.com

Updated on : September 24, 2024

Overview of the Lab Automation Market

Lab Automation market forecasted to transform from $5.1 billion in 2022 to $7.1 billion by 2028, driven by a CAGR of 5.8%. The research study consists of an industry trend analysis, pricing analysis, patent analysis, conference and webinar materials, key stakeholders, and buying behaviour in the market.

The updated version of the report covers the historical market for lab automation for the year 2020, the base-year market for 2021, the estimated market for 2023, and the forecast until 2028, along with the CAGR from 2022 to 2028. In this report, lab automation is considered, along with tables and accessories, for healthcare applications in hospitals. In this version of the report, two new segments—applications—are added for a better and deeper understanding of the market. The growth of the market is attributed to increased R&D investments in the pharmaceutical industry, the growing demand for lab automation for food safety, and stringent regulatory requirements in the healthcare industry.

Global Lab Automation Market Trends

Lab Automation Market

e- Estimated; p- Projected

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Lab Automation Market Dynamics

Driver: Technological advancements and increasing R&D investments

The pharmaceutical and biotechnology industries are under immense pressure to comply with strict regulatory guidelines for preclinical and clinical testing. Companies must meet regulatory guidelines before launching new drugs on the market. Documentation and audit trails—from R&D and testing to production and quality control—are among the regulatory requirements for the pharmaceutical and biotech industries. In addition, regulations and guidelines regarding appropriate labelling and advertising must also be kept in mind. The time-consuming and intensive nature of ensuring compliance at every stage of the process makes a strong argument in favour of automation, which can both achieve regulatory compliance and ensure that processes are streamlined.

In June 2020, the UK's Medicines and Healthcare Products Regulatory Agency planned for new regulations to come into force in 2023. Products that already have conformity markings, either UKCA or CE, will be able to remain on the market after the regulations come into force.

Restraint: Slow adoption of automation by the diagnostic and other laboratories

Budget constraints can be a restraint for small and medium-sized laboratories. They may also find it beneficial to use lab automation in their laboratory. Similarly, if they start to operate the automation in their laboratory, the high maintenance and service costs associated with laboratory informatics solutions also cause restraint for them.

Budget constraints, low risk-taking capabilities, and a lack of evidence on the cost-effectiveness of automation solutions for small and medium-sized laboratories are restraining the growth of the market.

Opportunity: Improvisation of healthcare infrastructure across emerging countries

Growing R&D activities, such as increased public and non-public investments, can be attributed to improved healthcare infrastructure in emerging markets. There are expected growth opportunities in emerging markets for lab automation product manufacturers during the forecast period. For example:

  • In China, the number of hospitals is expected to rise to 36,000 by 2020, up from 21,000 in the previous ten years. As of 2020, in China, the region with the highest number of hospitals was Shandong Province, with 2,451 hospitals. Sichuan province has 2,219 hospitals.

Challenge: Availability of refurbished lab automation equipment

The availability of refurbished lab automation is considered a major challenge for the growth of this market. DRE Medical, Inc. (US), Future Health Concepts (US), and Soma Technology, Inc. (US) are some companies offering refurbished lab automation solutions in the market.

Currently, a number of end users are opting for refurbished systems as a result of the declining healthcare expenditure in major healthcare markets across the globe. In developing countries, which are considered price-sensitive markets, end users prefer cost-effective systems. Considering these factors, the demand for refurbished lab automation is expected to increase in the coming years, as these systems offer the same functionalities as new equipment but at lower costs. This, in turn, is expected to hamper the revenue of companies offering branded lab automation solutions in the market.

Lab automation Market Ecosystem:

Lab Automation Market Ecosystem

Source: Knowledge Store

By product type, the automated workstation segment accounted for the largest share in the lab automation industry during the forecast period.

Based on product, the lab automation market is segmented into automated workstations, off-the-shelf automated workcells, robotic systems, automated storage and retrieval systems, and others. The automated workstation segment accounts for the largest share of the global market. Workstations reduce costs, ensure efficiency, and improve turnaround times. These are key factors driving the market's growth.

By application type, the diagnostics segment is expected to witness significant growth in the lab automation industry during the forecast period.

Based on application, the lab automation market is segmented into Based on application, lab automation is segmented into drug discovery, diagnostics, genomics solutions, proteomics solutions, microbiology, and other applications. The diagnostics segment is expected to witness significant growth during the forecast period. Cancer therapies such as radiation therapy or proton therapy/precision therapy specifically treat the part of the body containing tumors. Increasing demographics, urbanisation, penetration, and affordability are driving its growth and are expected to drive market growth for this application segment.

By end user, the hospital and diagnostic laboratories segment grew at the fastest rate in the lab automation industry during the forecast period.

Based on end users, the lab automation market is segmented into hospital and diagnostic laboratories, biotechnology and pharmaceutical companies, research and academic institutes, forensic laboratories, environmental and testing laboratories, and the food and beverage industry. Automation allows hospitals and diagnostic laboratories to transport and track patient samples and produce accurate results in the shortest amount of time. This facilitates preventive care through the rapid identification of diseases, enhances productivity, improves patient safety, and helps reduce healthcare costs. Moreover, automation software allows hospitals to track patient data and maintain a patient registry system to recall data rapidly and easily, whenever required.

Lab Automation Market by Region

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North America is expected to be the largest region in the lab automation industry during the forecast period.

North America, comprising the US and Canada, held the largest share of the global lab automation market. The healthcare industry in North America is a well-established market for automation due to the demand for speed, consistency, and precision. Biotechnology & pharmaceutical companies have also adopted laboratory automation to reduce the manual labor involved and save time. Growth in the North American market is also supported by the demand for the integration of laboratory systems, rising government funding for research, growth in biobanks, the need for early drug discovery, and stringent regulatory requirements.

Prominent players in the lab automation market are Thermo Fisher Scientific (US), Tecan Group (Switzerland), Danaher Corporation (US), Agilent Technologies (US), F. Hoffmann-La Roche (Switzerland), PerkinElmer (US), Eppendorf (Germany), Becton, Dickinson and Company (US), Waters Corporation (US), Siemens Healthineers (Germany), Abbott Laboratories (US), bioMérieux (France), Endress+Hauser Group (Switzerland), Hamilton Company (US), and Hudson Robotics (US) among others.

Scope of the Lab Automation Industry

Report Metric

Details

Market Revenue Size in 2022

$5.1 billion

Projected Revenue Size by 2028

$7.1 billion

Industry Growth Rate

Poised to Grow at a CAGR of 5.8%

Market Driver

echnological advancements and increasing R&D investments

Market Opportunity

Improvisation of healthcare infrastructure across emerging countries

This report has segmented the global lab automation market to forecast revenue and analyze trends in each of the following submarkets:

By Product
  • Automated workstation
    • Automated Liquid Handling System
  • Automated integrated workstations
  • Pipetting systems
  • Reagent dispensers
  • Microplate washer
    • Microplate Readers
  • Multimode microplate readers
  • Filter based
  • Monochromator based
  • Hybrid
  • Single mode microplate readers
  • Fluorescence
  • Absorbance
  • Luminescence
    • Automated ELISA systems
    • Automated nucleic acid purification system
  • Off the shelf automated workcells
    • Pre analytical automation
    • Post analytical automation
    • Total lab automation
  • Software
  • Robotic System
    • Robotic Arm
    • Track Robots
  • Automated storage retrieval systems
  • Other lab automation equipment
By Application
  • Drug Discovery
    • ADME screening
    • High throughput screening
    • Compound management
    • Compound weighing and dissolution
    • Other drug discovery application
  • Diagnostics
    • Pre-analytics/sample preparation
    • Sample distribution, splitting and archiving
    • EIA
  • Genomic Solutions
  • Proteomics Solutions
  • Microbiology
  • Other applications (includes cell biology and biobanking)
By End User
  • Biotechnology and pharmaceutical companies
  • Hospital and diagnostic laboratories
  • Research and academic institutes
  • Forensic laboratories
  • Environmental and testing laboratories
  • Food and beverage industry
By Region
  • North America
    • US
    • Canada
  • Europe
    • Germany
    • France
    • UK
    • Italy
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • South Korea
    • Rest of Asia Pacific
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America
  • Middle East & Africa

Recent Developments of Lab Automation Industry

  • In January 2023, Agilent Technologies, acquired Avida Biomed, an early-stage life science firm that creates high-performance target-enrichment procedures with distinctive features for clinical researchers using next-generation sequencing methods to investigate cancer.
  • In November 2022, F. Hoffmann-La Roche Ltd. collaborated with PathAI for artificial intelligence-based digital pathology applications for improved patient care.
  • In November 2022, PerkinElmer launched ready-to-use adeno-associated virus vector (AAV) detection kits to support researchers working on gene therapies.
  • In August 2021, Becton Dickinson AG launched a fully automated high-throughput molecular diagnostic platform for laboratories in the US.

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INTRODUCTION
28
RESEARCH METHODOLOGY
34
EXECUTIVE SUMMARY
47
PREMIUM INSIGHTS
51
MARKET OVERVIEW
55
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    DRIVERS
    - Technological advancements and increasing R&D investments
    - Growing demand for process automation for food safety
    - Standardization of workflows
    - Stringent regulatory control in healthcare industry
    RESTRAINTS
    - Slow adoption of automation by small and medium-sized laboratories
    - Long gestation period for workflow implementation
    OPPORTUNITIES
    - Improving healthcare infrastructure across emerging countries
    - Growth in pharmaceutical and biotechnology industries
    CHALLENGES
    - Limited feasibility with technology integration in analytical labs
    - Availability of refurbished lab automation equipment
  • 5.3 PORTER’S FIVE FORCES ANALYSIS
    THREAT FROM NEW ENTRANTS
    THREAT FROM SUBSTITUTES
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    INTENSITY OF COMPETITIVE RIVALRY
  • 5.4 VALUE CHAIN ANALYSIS
    RESEARCH & DEVELOPMENT
    PROCUREMENT & PRODUCT DEVELOPMENT
    MARKETING, SALES & DISTRIBUTION, AND POST-SALES SERVICES
  • 5.5 SUPPLY CHAIN ANALYSIS
    PROMINENT COMPANIES
    SMALL & MEDIUM-SIZED ENTERPRISES
    END USERS
  • 5.6 ECOSYSTEM COVERAGE FOR ANALYTICAL INSTRUMENTATION
  • 5.7 PATENT ANALYSIS
  • 5.8 TRADE ANALYSIS
    TRADE ANALYSIS: LAB AUTOMATION
  • 5.9 KEY CONFERENCES & EVENTS (2023–2024)
  • 5.10 TECHNOLOGY ANALYSIS
  • 5.11 CASE STUDY ANALYSIS
    TECHNOLOGICAL CHALLENGES
    INCREASING SALES MODELS
  • 5.12 PRICING ANALYSIS
  • 5.13 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
LAB AUTOMATION MARKET, BY PRODUCT
75
  • 6.1 INTRODUCTION
  • 6.2 AUTOMATED WORKSTATIONS
    AUTOMATED LIQUID HANDLING SYSTEMS
    - Automated integrated workstations
    - Pipetting systems
    - Reagent dispensers
    - Microplate washers
    MICROPLATE READERS
    - Multi-mode microplate readers
    - Single-mode microplate readers
    AUTOMATED ELISA SYSTEMS
    - Wide use of automated ELISA systems in research, food testing, diagnostics, and other industrial applications to drive market growth
    AUTOMATED NUCLEIC ACID PURIFICATION SYSTEMS
    - Technological advancements and growing market for genomics to drive demand for automated nucleic acid purification systems
  • 6.3 OFF-THE-SHELF AUTOMATED WORK CELLS
    PRE-ANALYTICAL AUTOMATION
    - Potential demand for automation in clinical labs to drive market
    POST-ANALYTICAL AUTOMATION
    - Growing geriatric population and addition of new tests in labs to propel market growth
    TOTAL LAB AUTOMATION
    - Challenges in implementing TLA in most labs to restrict market growth
  • 6.4 SOFTWARE
    LABORATORY INFORMATION MANAGEMENT SYSTEMS
    - Increasing need to manage larger volumes of data to drive market
    ELECTRONIC LABORATORY NOTEBOOKS
    - Need for compliance with regulations, IP protection, and instrument management to support growth
    LABORATORY EXECUTION SYSTEMS
    - Paperless, high-productivity environment provided by LES to drive market
    SCIENTIFIC DATA MANAGEMENT SYSTEMS
    - Need to collect and manage large data volumes to fuel demand for SDMS
  • 6.5 ROBOTIC SYSTEMS
    ROBOTIC ARMS
    - Flexibility, ease of use, and space efficiency to drive use of robotic arms
    TRACK ROBOTS
    - Ability to boost walkaway time for lab personnel and raise throughput to drive demand for track robots
  • 6.6 AUTOMATED STORAGE & RETRIEVAL SYSTEMS
    NEED TO HOLD SPECIMENS AT SET TEMPERATURES TO DRIVE DEMAND GROWTH
  • 6.7 OTHER LAB AUTOMATION EQUIPMENT
LAB AUTOMATION MARKET, BY APPLICATION
128
  • 7.1 INTRODUCTION
  • 7.2 DRUG DISCOVERY
    HIGH-THROUGHPUT SCREENING
    - Ability of automated HTS to screen large numbers of candidates in short durations of time to drive growth
    COMPOUND MANAGEMENT
    - Importance of compound management in drug discovery to boost market
    ADME SCREENING
    - Growing need for companies to reduce costs and late-stage drug failure to drive demand for ADME screening
    COMPOUND WEIGHING & DISSOLUTION
    - Ability of automation to balance and weigh hundreds of samples without user intervention to propel growth
    OTHER DRUG DISCOVERY APPLICATIONS
  • 7.3 DIAGNOSTICS
    PRE-ANALYTICS/SAMPLE PREPARATION
    - Importance and labor-intensive nature of pre-analytics/sample preparation to boost use of automated instruments
    ENZYME IMMUNOASSAYS
    - Rising disease burden and increasing testing volumes to drive demand for automation
    SAMPLE DISTRIBUTION, SPLITTING, AND ARCHIVING
    - Ease of monitoring interactions and need for reduced tube manipulation to drive use of automation
  • 7.4 GENOMICS
    GROWING RESEARCH ACTIVITIES AND AVAILABILITY OF PUBLIC-PRIVATE FUNDING TO DRIVE GROWTH
  • 7.5 PROTEOMICS
    NEED FOR ROBOTICS TO REDUCE COMPLEXITIES OF PROTEOME DATASETS TO BOOST GROWTH
  • 7.6 MICROBIOLOGY
    POOR TAT AND INCREASING SPECIMEN VOLUMES TO SUPPORT DEMAND FOR AUTOMATION IN MICROBIOLOGY WORKFLOWS
  • 7.7 OTHER APPLICATIONS
LAB AUTOMATION MARKET, BY END USER
143
  • 8.1 INTRODUCTION
  • 8.2 BIOTECHNOLOGY & PHARMACEUTICAL COMPANIES
    BIOTECH & PHARMA COMPANIES TO DOMINATE MARKET FOR LAB AUTOMATION
  • 8.3 HOSPITAL & DIAGNOSTIC LABORATORIES
    GROWING GERIATRIC POPULATION AND CLINICAL VOLUMES TO SUPPORT MARKET GROWTH
  • 8.4 RESEARCH & ACADEMIC INSTITUTES
    RISING BIOTECHNOLOGY AND LIFE SCIENCE RESEARCH TO DRIVE DEMAND FOR HIGH-END INSTRUMENTS
  • 8.5 ENVIRONMENTAL TESTING LABORATORIES
    INCREASING POLLUTION CONTROL GUIDELINES TO DRIVE DEMAND FOR ENVIRONMENTAL TESTING
  • 8.6 FORENSIC LABORATORIES
    INCREASING FUNDING TO BOOST MARKET
  • 8.7 FOOD & BEVERAGE INDUSTRY
    INCREASING DEMAND FOR FOOD PRODUCTS AND RISING SAFETY REGULATIONS TO DRIVE SEGMENT
LAB AUTOMATION MARKET, BY REGION
152
  • 9.1 INTRODUCTION
  • 9.2 NORTH AMERICA
    US
    - Large number of major pharma-biotech companies in country to boost growth
    CANADA
    - Increasing investments in genomics and research facilities to increase adoption of lab automation
  • 9.3 EUROPE
    GERMANY
    - Funding for biomedical and technical research likely to drive market in Germany
    FRANCE
    - Increasing investments by pharma and biotech companies to drive market growth
    UK
    - Rising investments and clinical trial activities to favor market growth
    ITALY
    - Advancements in biotechnology and increasing R&D investments by pharmaceutical companies to fuel market growth
    SPAIN
    - Increasing clinical trials and availability of funding to enhance research in country
    REST OF EUROPE
  • 9.4 ASIA PACIFIC
    CHINA
    - Increasing prevalence of target diseases to drive testing volumes in China
    JAPAN
    - Rising aging population to drive demand for lab automation
    INDIA
    - Strong and growing pharma market in India to boost market growth
    AUSTRALIA
    - Increasing investments in research to provide opportunities for growth
    SOUTH KOREA
    - Growing development of new drugs to drive market
    REST OF ASIA PACIFIC
  • 9.5 LATIN AMERICA
    BRAZIL
    - Growing number of players deploying lab automation solutions in Brazil to fuel growth
    MEXICO
    - Favorable business environment for market players to boost market
    REST OF LATIN AMERICA
  • 9.6 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA TO ACCOUNT FOR SMALLEST SHARE OF GLOBAL MARKET
COMPETITIVE LANDSCAPE
232
  • 10.1 OVERVIEW
  • 10.2 STRATEGIES ADOPTED BY KEY PLAYERS
    OVERVIEW OF STRATEGIES ADOPTED BY PLAYERS IN LAB AUTOMATION MARKET
  • 10.3 REVENUE SHARE ANALYSIS
  • 10.4 MARKET SHARE ANALYSIS
  • 10.5 COMPETITIVE LEADERSHIP MAPPING FOR KEY PLAYERS (2021)
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
  • 10.6 COMPETITIVE LEADERSHIP MAPPING FOR START-UPS/SMES (2021)
    PROGRESSIVE COMPANIES
    STARTING BLOCKS
    RESPONSIVE COMPANIES
    DYNAMIC COMPANIES
  • 10.7 COMPETITIVE BENCHMARKING
  • 10.8 COMPETITIVE SITUATION AND TRENDS
COMPANY PROFILES
246
  • 11.1 KEY PLAYERS
    THERMO FISHER SCIENTIFIC
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    TECAN GROUP
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    DANAHER CORPORATION
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    AGILENT TECHNOLOGIES
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    F. HOFFMANN-LA ROCHE LTD.
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    PERKINELMER
    - Business overview
    - Products offered
    - Recent developments
    EPPENDORF AG
    - Business overview
    - Products offered
    - Recent developments
    BECTON, DICKINSON AND COMPANY
    - Business overview
    - Products offered
    - Recent developments
    WATERS CORPORATION
    - Business overview
    - Products offered
    - Recent developments
    SIEMENS HEALTHINEERS
    - Business overview
    - Products offered
    - Recent developments
    ABBOTT LABORATORIES
    - Business overview
    - Products offered
    BIOMÉRIEUX
    - Business overview
    - Products offered
    ENDRESS+HAUSER GROUP
    - Business overview
    - Products offered
    - Recent developments
    HAMILTON COMPANY
    - Business overview
    - Products offered
    - Recent developments
    HUDSON ROBOTICS
    - Business overview
    - Products offered
  • 11.2 OTHER COMPANIES
    GILSON, INC.
    BMG LABTECH
    AURORA BIOMED INC.
    PEAK ANALYSIS & AUTOMATION
    FORMULATRIX
    QIAGEN N.V.
    LABVANTAGE SOLUTIONS, INC.
    BIO-RAD LABORATORIES, INC.
    LABWARE
    ANALYTIK JENA GMBH
APPENDIX
306
  • 12.1 DISCUSSION GUIDE
  • 12.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 12.3 CUSTOMIZATION OPTIONS
  • 12.4 RELATED REPORTS
  • 12.5 AUTHOR DETAILS
LIST OF TABLES
 
  • TABLE 1 R&D INVESTMENTS, BY COUNTRY
  • TABLE 2 LAB AUTOMATION MARKET: PORTER’S FIVE FORCES ANALYSIS
  • TABLE 3 SUPPLY CHAIN ECOSYSTEM
  • TABLE 4 IMPORT DATA FOR LAB AUTOMATION (HS CODE 8419), BY COUNTRY, 2017–2021 (USD)
  • TABLE 5 EXPORT DATA FOR LAB AUTOMATION (HS CODE 8491), BY COUNTRY, 2017–2021 (USD)
  • TABLE 6 LAB AUTOMATION MARKET: DETAILED LIST OF MAJOR CONFERENCES & EVENTS
  • TABLE 7 CASE 1: CHALLENGES FACED WHILE IMPLEMENTING NEW TECHNOLOGIES
  • TABLE 8 CASE 2: DEPENDENCE ON CONTRACT MANUFACTURING AND OUTSOURCING
  • TABLE 9 PRICING TREND ANALYSIS
  • TABLE 10 LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 11 LAB AUTOMATION MARKET FOR AUTOMATED WORKSTATIONS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 12 LAB AUTOMATION MARKET FOR AUTOMATED WORKSTATIONS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 13 LAB AUTOMATION MARKET FOR AUTOMATED WORKSTATIONS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 14 LAB AUTOMATION MARKET FOR AUTOMATED WORKSTATIONS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 15 AUTOMATED LIQUID HANDLING SYSTEMS MARKET, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 16 AUTOMATED LIQUID HANDLING SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 17 LAB AUTOMATION MARKET FOR AUTOMATED LIQUID HANDLING SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 18 LAB AUTOMATION MARKET FOR AUTOMATED LIQUID HANDLING SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 19 LAB AUTOMATION MARKET FOR AUTOMATED INTEGRATED WORKSTATIONS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 20 LAB AUTOMATION MARKET FOR PIPETTING SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 21 LAB AUTOMATION MARKET FOR REAGENT DISPENSERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 22 LAB AUTOMATION MARKET FOR MICROPLATE WASHERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 23 LAB AUTOMATION MARKET FOR MICROPLATE READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 24 LAB AUTOMATION MARKET FOR MICROPLATE READERS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 25 LAB AUTOMATION MARKET FOR MICROPLATE READERS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 26 LAB AUTOMATION MARKET FOR MICROPLATE READERS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 27 LAB AUTOMATION MARKET FOR MULTI-MODE MICROPLATE READERS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 28 LAB AUTOMATION MARKET FOR MULTI-MODE MICROPLATE READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 29 LAB AUTOMATION MARKET FOR FILTER-BASED READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 30 LAB AUTOMATION MARKET FOR MONOCHROMATOR-BASED READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 31 LAB AUTOMATION MARKET FOR HYBRID READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 32 LAB AUTOMATION MARKET FOR SINGLE-MODE MICROPLATE READERS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 33 LAB AUTOMATION MARKET FOR SINGLE-MODE MICROPLATE READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 34 LAB AUTOMATION MARKET FOR FLUORESCENCE READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 35 LAB AUTOMATION MARKET FOR ABSORBANCE READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 36 LAB AUTOMATION MARKET FOR LUMINESCENCE READERS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 37 LAB AUTOMATION MARKET FOR AUTOMATED ELISA SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 38 LAB AUTOMATION MARKET FOR AUTOMATED ELISA SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 39 LAB AUTOMATION MARKET FOR AUTOMATED ELISA SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 40 LAB AUTOMATION MARKET FOR AUTOMATED NUCLEIC ACID PURIFICATION SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 41 LAB AUTOMATION MARKET FOR AUTOMATED NUCLEIC ACID PURIFICATION SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 42 LAB AUTOMATION MARKET FOR AUTOMATED NUCLEIC ACID PURIFICATION SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 43 LAB AUTOMATION MARKET FOR OFF-THE-SHELF AUTOMATED WORK CELLS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 44 LAB AUTOMATION MARKET FOR OFF-THE-SHELF AUTOMATED WORK CELLS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 45 LAB AUTOMATION MARKET FOR OFF-THE-SHELF AUTOMATED WORK CELLS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 46 LAB AUTOMATION MARKET FOR OFF-THE-SHELF AUTOMATED WORK CELLS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 47 LAB AUTOMATION MARKET FOR PRE-ANALYTICAL AUTOMATION, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 48 LAB AUTOMATION MARKET FOR PRE-ANALYTICAL AUTOMATION, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 49 LAB AUTOMATION MARKET FOR PRE-ANALYTICAL AUTOMATION, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 50 LAB AUTOMATION MARKET FOR POST-ANALYTICAL AUTOMATION, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 51 LAB AUTOMATION MARKET FOR POST-ANALYTICAL AUTOMATION, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 52 LAB AUTOMATION MARKET FOR POST-ANALYTICAL AUTOMATION, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 53 LAB AUTOMATION MARKET FOR TLA, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 54 LAB AUTOMATION MARKET FOR TLA, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 55 LAB AUTOMATION MARKET FOR TLA, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 56 LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 57 LAB AUTOMATION SOFTWARE MARKET, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 58 LAB AUTOMATION SOFTWARE MARKET, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 59 LAB AUTOMATION SOFTWARE MARKET, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 60 LAB AUTOMATION MARKET FOR LABORATORY INFORMATION MANAGEMENT SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 61 LAB AUTOMATION MARKET FOR LABORATORY INFORMATION MANAGEMENT SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 62 LAB AUTOMATION MARKET FOR LABORATORY INFORMATION MANAGEMENT SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 63 LAB AUTOMATION MARKET FOR ELECTRONIC LABORATORY NOTEBOOKS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 64 LAB AUTOMATION MARKET FOR ELECTRONIC LABORATORY NOTEBOOKS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 65 LAB AUTOMATION MARKET FOR ELECTRONIC LABORATORY NOTEBOOKS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 66 LAB AUTOMATION MARKET FOR LABORATORY EXECUTION SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 67 LAB AUTOMATION MARKET FOR LABORATORY EXECUTION SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 68 LAB AUTOMATION MARKET FOR LABORATORY EXECUTION SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 69 LAB AUTOMATION MARKET FOR SCIENTIFIC DATA MANAGEMENT SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 70 LAB AUTOMATION MARKET FOR SCIENTIFIC DATA MANAGEMENT SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 71 LAB AUTOMATION MARKET FOR SCIENTIFIC DATA MANAGEMENT SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 72 LAB AUTOMATION MARKET FOR ROBOTIC SYSTEMS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 73 LAB AUTOMATION MARKET FOR ROBOTIC SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 74 LAB AUTOMATION MARKET FOR ROBOTIC SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 75 LAB AUTOMATION MARKET FOR ROBOTIC SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 76 LAB AUTOMATION MARKET FOR ROBOTIC ARMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 77 LAB AUTOMATION MARKET FOR ROBOTIC ARMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 78 LAB AUTOMATION MARKET FOR ROBOTIC ARMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 79 LAB AUTOMATION MARKET FOR TRACK ROBOTS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 80 LAB AUTOMATION MARKET FOR TRACK ROBOTS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 81 LAB AUTOMATION MARKET FOR TRACK ROBOTS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 82 LAB AUTOMATION MARKET FOR AUTOMATED STORAGE & RETRIEVAL SYSTEMS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 83 LAB AUTOMATION MARKET FOR AUTOMATED STORAGE & RETRIEVAL SYSTEMS, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 84 LAB AUTOMATION MARKET FOR AUTOMATED STORAGE & RETRIEVAL SYSTEMS, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 85 LAB AUTOMATION MARKET FOR OTHER LAB AUTOMATION EQUIPMENT, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 86 LAB AUTOMATION MARKET FOR OTHER LAB AUTOMATION EQUIPMENT, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 87 LAB AUTOMATION MARKET FOR OTHER LAB AUTOMATION EQUIPMENT, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 88 LAB AUTOMATION MARKET, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 89 LAB AUTOMATION MARKET FOR DRUG DISCOVERY, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 90 LAB AUTOMATION MARKET FOR DRUG DISCOVERY, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 91 LAB AUTOMATION MARKET FOR HIGH-THROUGHPUT SCREENING, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 92 LAB AUTOMATION MARKET FOR COMPOUND MANAGEMENT, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 93 LAB AUTOMATION MARKET FOR ADME SCREENING, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 94 LAB AUTOMATION MARKET FOR COMPOUND WEIGHING & DISSOLUTION, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 95 LAB AUTOMATION MARKET FOR OTHER DRUG DISCOVERY APPLICATIONS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 96 LAB AUTOMATION MARKET FOR DIAGNOSTICS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 97 LAB AUTOMATION MARKET FOR DIAGNOSTICS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 98 LAB AUTOMATION MARKET FOR PRE-ANALYTICS/SAMPLE PREPARATION, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 99 LAB AUTOMATION MARKET FOR ENZYME IMMUNOASSAYS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 100 LAB AUTOMATION MARKET FOR SAMPLE DISTRIBUTION, SPLITTING, AND ARCHIVING, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 101 LAB AUTOMATION MARKET FOR GENOMICS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 102 LAB AUTOMATION MARKET FOR PROTEOMICS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 103 LAB AUTOMATION MARKET FOR MICROBIOLOGY, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 104 LAB AUTOMATION MARKET FOR OTHER APPLICATIONS, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 105 LAB AUTOMATION MARKET, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 106 LAB AUTOMATION MARKET FOR BIOTECHNOLOGY & PHARMACEUTICAL COMPANIES, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 107 LAB AUTOMATION MARKET FOR HOSPITAL & DIAGNOSTIC LABORATORIES, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 108 LAB AUTOMATION MARKET FOR RESEARCH & ACADEMIC INSTITUTES, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 109 LAB AUTOMATION MARKET FOR ENVIRONMENTAL TESTING LABORATORIES, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 110 LAB AUTOMATION MARKET FOR FORENSIC LABORATORIES, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 111 LAB AUTOMATION MARKET FOR FOOD & BEVERAGE INDUSTRY, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 112 LAB AUTOMATION MARKET, BY REGION, 2020–2028 (USD MILLION)
  • TABLE 113 NORTH AMERICA: LAB AUTOMATION MARKET, BY COUNTRY, 2020–2028 (USD MILLION)
  • TABLE 114 NORTH AMERICA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 115 NORTH AMERICA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 116 NORTH AMERICA: AUTOMATED LIQUID HANDLING SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 117 NORTH AMERICA: AUTOMATED MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 118 NORTH AMERICA: MULTI-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 119 NORTH AMERICA: SINGLE-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 120 NORTH AMERICA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 121 NORTH AMERICA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 122 NORTH AMERICA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 123 NORTH AMERICA: LAB AUTOMATION MARKET, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 124 NORTH AMERICA: LAB AUTOMATION MARKET FOR DRUG DISCOVERY, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 125 NORTH AMERICA: LAB AUTOMATION MARKET FOR DIAGNOSTICS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 126 NORTH AMERICA: LAB AUTOMATION MARKET, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 127 US: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 128 US: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 129 US: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 130 US: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 131 US: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 132 CANADA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 133 CANADA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 134 CANADA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 135 CANADA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 136 CANADA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 137 EUROPE: LAB AUTOMATION MARKET, BY COUNTRY, 2020–2028 (USD MILLION)
  • TABLE 138 EUROPE: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 139 EUROPE: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 140 EUROPE: AUTOMATED LIQUID HANDLING SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 141 EUROPE: AUTOMATED MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 142 EUROPE: MULTI-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 143 EUROPE: SINGLE-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 144 EUROPE: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 145 EUROPE: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 146 EUROPE: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 147 EUROPE: LAB AUTOMATION MARKET, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 148 EUROPE: LAB AUTOMATION MARKET FOR DRUG DISCOVERY, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 149 EUROPE: LAB AUTOMATION MARKET FOR DIAGNOSTICS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 150 EUROPE: LAB AUTOMATION MARKET, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 151 GERMANY: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 152 GERMANY: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 153 GERMANY: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 154 GERMANY: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 155 GERMANY: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 156 FRANCE: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 157 FRANCE: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 158 FRANCE: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 159 FRANCE: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 160 FRANCE: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 161 UK: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 162 UK: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 163 UK: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 164 UK: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 165 UK: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 166 ITALY: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 167 ITALY: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 168 ITALY: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 169 ITALY: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 170 ITALY: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 171 SPAIN: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 172 SPAIN: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 173 SPAIN: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 174 SPAIN: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 175 SPAIN: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 176 REST OF EUROPE: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 177 REST OF EUROPE: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 178 REST OF EUROPE: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 179 REST OF EUROPE: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 180 REST OF EUROPE: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 181 ASIA PACIFIC: LAB AUTOMATION MARKET, BY COUNTRY, 2020–2028 (USD MILLION)
  • TABLE 182 ASIA PACIFIC: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 183 ASIA PACIFIC: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 184 ASIA PACIFIC: AUTOMATED LIQUID HANDLING SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 185 ASIA PACIFIC: AUTOMATED MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 186 ASIA PACIFIC: MULTI-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 187 ASIA PACIFIC: SINGLE-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 188 ASIA PACIFIC: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 189 ASIA PACIFIC: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 190 ASIA PACIFIC: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 191 ASIA PACIFIC: LAB AUTOMATION MARKET, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 192 ASIA PACIFIC: LAB AUTOMATION MARKET FOR DRUG DISCOVERY, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 193 ASIA PACIFIC: LAB AUTOMATION MARKET FOR DIAGNOSTICS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 194 ASIA PACIFIC: LAB AUTOMATION MARKET, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 195 CHINA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 196 CHINA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 197 CHINA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 198 CHINA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 199 CHINA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 200 JAPAN: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 201 JAPAN: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 202 JAPAN: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 203 JAPAN: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 204 JAPAN: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 205 INDIA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 206 INDIA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 207 INDIA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 208 INDIA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 209 INDIA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 210 AUSTRALIA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 211 AUSTRALIA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 212 AUSTRALIA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 213 AUSTRALIA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 214 AUSTRALIA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 215 SOUTH KOREA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 216 SOUTH KOREA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 217 SOUTH KOREA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 218 SOUTH KOREA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 219 SOUTH KOREA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 220 REST OF ASIA PACIFIC: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 221 REST OF ASIA PACIFIC: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 222 REST OF ASIA PACIFIC: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 223 REST OF ASIA PACIFIC: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 224 REST OF ASIA PACIFIC: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 225 LATIN AMERICA: LAB AUTOMATION MARKET, BY COUNTRY, 2020–2028 (USD MILLION)
  • TABLE 226 LATIN AMERICA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 227 LATIN AMERICA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 228 LATIN AMERICA: AUTOMATED LIQUID HANDLING SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 229 LATIN AMERICA: AUTOMATED MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 230 LATIN AMERICA: MULTI-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 231 LATIN AMERICA: SINGLE-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 232 LATIN AMERICA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 233 LATIN AMERICA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 234 LATIN AMERICA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 235 LATIN AMERICA: LAB AUTOMATION MARKET, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 236 LATIN AMERICA: LAB AUTOMATION MARKET FOR DRUG DISCOVERY, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 237 LATIN AMERICA: LAB AUTOMATION MARKET FOR DIAGNOSTICS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 238 LATIN AMERICA: LAB AUTOMATION MARKET, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 239 BRAZIL: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 240 BRAZIL: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 241 BRAZIL: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 242 BRAZIL: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 243 BRAZIL: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 244 MEXICO: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 245 MEXICO: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 246 MEXICO: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 247 MEXICO: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 248 MEXICO: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 249 REST OF LATIN AMERICA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 250 REST OF LATIN AMERICA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 251 REST OF LATIN AMERICA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 252 REST OF LATIN AMERICA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 253 REST OF LATIN AMERICA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 254 MIDDLE EAST & AFRICA: LAB AUTOMATION MARKET, BY PRODUCT, 2020–2028 (USD MILLION)
  • TABLE 255 MIDDLE EAST & AFRICA: AUTOMATED WORKSTATIONS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 256 MIDDLE EAST & AFRICA: AUTOMATED LIQUID HANDLING SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 257 MIDDLE EAST & AFRICA: AUTOMATED MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 258 MIDDLE EAST & AFRICA: MULTI-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 259 MIDDLE EAST & AFRICA: SINGLE-MODE MICROPLATE READERS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 260 MIDDLE EAST & AFRICA: OFF-THE-SHELF AUTOMATED WORK CELLS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 261 MIDDLE EAST & AFRICA: ROBOTIC SYSTEMS MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 262 MIDDLE EAST & AFRICA: LAB AUTOMATION SOFTWARE MARKET, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 263 MIDDLE EAST & AFRICA: LAB AUTOMATION MARKET, BY APPLICATION, 2020–2028 (USD MILLION)
  • TABLE 264 MIDDLE EAST & AFRICA: LAB AUTOMATION MARKET FOR DRUG DISCOVERY, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 265 MIDDLE EAST & AFRICA: LAB AUTOMATION MARKET FOR DIAGNOSTICS, BY TYPE, 2020–2028 (USD MILLION)
  • TABLE 266 MIDDLE EAST & AFRICA: LAB AUTOMATION MARKET, BY END USER, 2020–2028 (USD MILLION)
  • TABLE 267 LAB AUTOMATION MARKET: DEGREE OF COMPETITION
  • TABLE 268 PRODUCT AND GEOGRAPHIC FOOTPRINT ANALYSIS OF TOP PLAYERS IN LAB AUTOMATION MARKET
  • TABLE 269 COMPANY PRODUCT FOOTPRINT
  • TABLE 270 COMPANY REGIONAL FOOTPRINT
  • TABLE 271 PRODUCT LAUNCHES
  • TABLE 272 DEALS
  • TABLE 273 OTHER DEVELOPMENTS
  • TABLE 274 THERMO FISHER SCIENTIFIC: COMPANY OVERVIEW
  • TABLE 275 TECAN GROUP: COMPANY OVERVIEW
  • TABLE 276 DANAHER CORPORATION: COMPANY OVERVIEW
  • TABLE 277 AGILENT TECHNOLOGIES: COMPANY OVERVIEW
  • TABLE 278 F. HOFFMANN-LA ROCHE LTD.: COMPANY OVERVIEW
  • TABLE 279 PERKINELMER: COMPANY OVERVIEW
  • TABLE 280 EPPENDORF AG: COMPANY OVERVIEW
  • TABLE 281 BECTON, DICKINSON AND COMPANY: COMPANY OVERVIEW
  • TABLE 282 WATERS CORPORATION: COMPANY OVERVIEW
  • TABLE 283 SIEMENS HEALTHINEERS: COMPANY OVERVIEW
  • TABLE 284 ABBOTT LABORATORIES: COMPANY OVERVIEW
  • TABLE 285 BIOMÉRIEUX: COMPANY OVERVIEW
  • TABLE 286 ENDRESS+HAUSER GROUP: COMPANY OVERVIEW
  • TABLE 287 HAMILTON COMPANY: COMPANY OVERVIEW
  • TABLE 288 HUDSON ROBOTICS: COMPANY OVERVIEW
LIST OF FIGURES
 
  • FIGURE 1 MARKET SEGMENTATION
  • FIGURE 2 GEOGRAPHIC SEGMENTATION
  • FIGURE 3 YEARS CONSIDERED
  • FIGURE 4 RESEARCH APPROACH
  • FIGURE 5 LABORATORY AUTOMATION MARKET: RESEARCH DESIGN METHODOLOGY
  • FIGURE 6 BREAKDOWN OF PRIMARY INTERVIEWS: SUPPLY-SIDE AND DEMAND-SIDE PARTICIPANTS
  • FIGURE 7 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
  • FIGURE 8 RESEARCH METHODOLOGY: HYPOTHESIS BUILDING
  • FIGURE 9 LAB AUTOMATION MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH
  • FIGURE 10 CAGR PROJECTION: SUPPLY-SIDE ANALYSIS
  • FIGURE 11 DATA TRIANGULATION METHODOLOGY
  • FIGURE 12 LAB AUTOMATION MARKET, BY PRODUCT, 2022 VS. 2028 (USD MILLION)
  • FIGURE 13 LAB AUTOMATION MARKET, BY APPLICATION, 2022 VS. 2027 (USD MILLION)
  • FIGURE 14 LAB AUTOMATION MARKET, BY END USER, 2022 VS. 2028 (USD MILLION)
  • FIGURE 15 GEOGRAPHICAL SNAPSHOT: LAB AUTOMATION MARKET
  • FIGURE 16 INCREASING RESEARCH ACTIVITIES BY PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES TO DRIVE MARKET GROWTH
  • FIGURE 17 AUTOMATED WORKSTATIONS TO DOMINATE MARKET DURING FORECAST PERIOD
  • FIGURE 18 HOSPITAL & DIAGNOSTIC LABORATORIES TO CONTINUE TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
  • FIGURE 19 CHINA TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD
  • FIGURE 20 LAB AUTOMATION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • FIGURE 21 R&D SPENDING (TOTAL % OF GDP), 2020
  • FIGURE 22 VALUE CHAIN ANALYSIS—MAXIMUM VALUE ADDED DURING MANUFACTURING PHASE
  • FIGURE 23 SUPPLY CHAIN ANALYSIS
  • FIGURE 24 ECOSYSTEM COVERAGE
  • FIGURE 25 PATENT DETAILS FOR LAB AUTOMATION (JANUARY 2012–OCTOBER 2022)
  • FIGURE 26 PATENT DETAILS FOR AUTOMATED WORKSTATIONS (JANUARY 2012–OCTOBER 2022)
  • FIGURE 27 PATENT DETAILS FOR LAB AUTOMATION SOFTWARE (JANUARY 2013–JANUARY 2023)
  • FIGURE 28 PATENT DETAILS FOR AUTOMATED STORAGE & RETRIEVAL SYSTEMS (JANUARY 2012–OCTOBER 2022)
  • FIGURE 29 CURRENT AND FUTURE REVENUE OPPORTUNITY POCKETS
  • FIGURE 30 NORTH AMERICA: LAB AUTOMATION MARKET SNAPSHOT
  • FIGURE 31 ASIA PACIFIC: LAB AUTOMATION MARKET SNAPSHOT
  • FIGURE 32 REVENUE SHARE ANALYSIS OF TOP PLAYERS IN LAB AUTOMATION MARKET, 2021
  • FIGURE 33 MARKET SHARE ANALYSIS OF TOP PLAYERS IN LAB AUTOMATION MARKET, 2021
  • FIGURE 34 LAB AUTOMATION MARKET: COMPETITIVE LEADERSHIP MAPPING FOR KEY PLAYERS, 2021
  • FIGURE 35 LAB AUTOMATION MARKET: COMPETITIVE LEADERSHIP MAPPING FOR START-UPS/SMES, 2021
  • FIGURE 36 THERMO FISHER SCIENTIFIC: COMPANY SNAPSHOT (2021)
  • FIGURE 37 TECAN GROUP: COMPANY SNAPSHOT (2021)
  • FIGURE 38 DANAHER CORPORATION: COMPANY SNAPSHOT (2021)
  • FIGURE 39 AGILENT TECHNOLOGIES: COMPANY SNAPSHOT (2021)
  • FIGURE 40 F. HOFFMANN-LA ROCHE LTD.: COMPANY SNAPSHOT (2021)
  • FIGURE 41 PERKINELMER: COMPANY SNAPSHOT (2021)
  • FIGURE 42 EPPENDORF AG: COMPANY SNAPSHOT (2021)
  • FIGURE 43 BECTON, DICKINSON AND COMPANY: COMPANY SNAPSHOT (2021)
  • FIGURE 44 WATERS CORPORATION: COMPANY SNAPSHOT (2021)
  • FIGURE 45 SIEMENS HEALTHINEERS: COMPANY SNAPSHOT (2021)
  • FIGURE 46 ABBOTT LABORATORIES: COMPANY SNAPSHOT (2021)
  • FIGURE 47 BIOMÉRIEUX: COMPANY SNAPSHOT (2021)
  • FIGURE 48 ENDRESS+HAUSER GROUP: COMPANY SNAPSHOT (2021)

This study involved the extensive use of both primary and secondary sources. The research process involved the study of various factors affecting the industry to identify the segmentation types, industry trends, key players, competitive landscape, key market dynamics, and key player strategies.

Secondary Research

The secondary research process involves the widespread use of secondary sources, directories, databases (such as Bloomberg Businessweek, Factiva, and D&B Hoovers), white papers, annual reports, company house documents, investor presentations, and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and commercial study of the lab automation market. It was also used to obtain important information about the key players and market classification & segmentation according to industry trends to the bottom-most level and key developments related to market and technology perspectives. A database of the key industry leaders was also prepared using secondary research.

Primary Research

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include industry experts such as CEOs, vice presidents, marketing and sales directors, technology & innovation directors, and related key executives from various key companies and organizations in the lab automation market. The primary sources from the demand side include medical OEMs, Analytical instrument OEMs, CDMOs, and service providers, among others. Primary research was conducted to validate the market segmentation, identify key players in the market, and gather insights on key industry trends & key market dynamics.

A breakdown of the primary respondents is provided below:

Lab Automation Market Size

*Others include sales managers, marketing managers, business development managers, product managers, distributors, and suppliers.

Note: Companies are classified into tiers based on their total revenue. As of 2021, Tier 1 = >USD 1 billion, Tier 2 = USD 500 million–1 billion, and Tier 3 = <USD 500 million.

To know about the assumptions considered for the study, download the pdf brochure

Market Estimation Methodology

In this report, the global lab automation market size was arrived at by using the revenue share analysis of leading players. For this purpose, key players in the market were identified, and their revenues from the lab automation business were determined through various insights gathered during the primary and secondary research phases. Secondary research included the study of the annual and financial reports of the top market players. In contrast, primary research included extensive interviews with key opinion leaders, such as CEOs, directors, and key marketing executives.

To calculate the global market value, segmental revenues were calculated based on the revenue mapping of major solution/service providers. This process involved the following steps:

  • Generating a list of major global players operating in the lab automation market
  • Mapping annual revenues generated by major global players from the lab automation segment (or nearest reported business unit/product category)
  • Revenue mapping of key  players to cover major share of the global market , as of 2021
  • Extrapolating the global value of the lab automation industry

Lab Automation Market Size, and Share

To know about the assumptions considered for the study, Request for Free Sample Report

Data Triangulation

After arriving at the overall market size from the market size estimation process explained above, the global lab automation market was split into segments and subsegments. Data triangulation and market breakdown procedures were employed to complete the overall market engineering process and arrive at the exact statistics for all segments and subsegments. The data was triangulated by studying various factors and trends from both the demand and supply sides. Additionally, the lab automation market was validated using both top-down and bottom-up approaches.

Objectives of the Study

  • To define, describe, and forecast the lab automation market on the basis of product, application, end user, and region
  • To provide detailed information regarding the major factors influencing the growth potential of the global lab automation market (drivers, restraints, opportunities, challenges, and trends)
  • To analyze the micro markets with respect to individual growth trends, future prospects, and contributions to the global Lab automation market
  • To analyze key growth opportunities in the global lab automation market for key stakeholders and provide details of the competitive landscape for market leaders
  • To forecast the size of market segments and/or subsegments with respect to five major regions, namely, North America (US and Canada), Europe (Germany, France, the UK, Italy, Spain, and the RoE), Asia Pacific (Japan, China, India, Australia, South Korea, and the RoAPAC), Latin America (Brazil, Mexico, and RoLATAM), and the Middle East & Africa
  • To profile the key players in the global lab automation market and comprehensively analyze their market shares and core competencies
  • To track and analyze the competitive developments undertaken in the global lab automation market, such as product launches, agreements, expansions, and & acquisitions

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the present global lab automation market report:

Product Analysis

  • Product matrix, which gives a detailed comparison of the product portfolios of the top five companies

Company Information

  • Detailed analysis and profiling of additional market players (up to 15)

Geographic Analysis

  • Further breakdown of the Rest of Europe lab automation market into Russia, Belgium, the Netherlands, Switzerland, Austria, Finland, Sweden, Poland, and Portugal among other
  • Further breakdown of the Rest of Asia Pacific lab automation market into Singapore, Taiwan, New Zealand, Philippines, Malaysia, and other APAC countries
  • Further breakdown of the Latin American lab automation market into Colombia, Chile, Argentina, and Peru, among other
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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Report Code
AST 5764
Published ON
Feb, 2023
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