Table of Content

1 INTRODUCTION (Page No. - 31)
    1.1 STUDY OBJECTIVES 
    1.2 MARKET DEFINITION 
    1.3 INCLUSIONS AND EXCLUSIONS 
    1.4 STUDY SCOPE 
           1.4.1 MARKETS COVERED
                    FIGURE 1 ROBOTIC VISION MARKET SEGMENTATION
           1.4.2 YEARS CONSIDERED
    1.5 CURRENCY CONSIDERED 
    1.6 LIMITATIONS 
    1.7 STAKEHOLDERS 
    1.8 SUMMARY OF CHANGES 
           1.8.1 IMPACT OF RECESSION
2 RESEARCH METHODOLOGY (Page No. - 35)
    2.1 RESEARCH DATA 
           FIGURE 2 ROBOTIC VISION MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
                    2.1.1.1 List of major secondary sources
                    2.1.1.2 Key data from secondary sources
           2.1.2 PRIMARY DATA
                    2.1.2.1 Breakdown of primaries
                    2.1.2.2 Key data from primary sources
           2.1.3 SECONDARY AND PRIMARY RESEARCH
                    2.1.3.1 Key industry insights
    2.2 MARKET SIZE ESTIMATION 
           FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE FROM ROBOTIC VISION MARKET
           2.2.1 BOTTOM-UP APPROACH
                    2.2.1.1 Approach to arrive at market size using bottom-up analysis
                               FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
           2.2.2 TOP-DOWN APPROACH
                    2.2.2.1 Approach to arrive at market size using top-down analysis
                               FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
    2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 
           FIGURE 6 MARKET BREAKDOWN AND DATA TRIANGULATION
    2.4 RESEARCH ASSUMPTIONS 
           FIGURE 7 ASSUMPTIONS FOR RESEARCH STUDY
    2.5 APPROACH TO ANALYZE IMPACT OF RECESSION 
    2.6 RISK ASSESSMENT 
           TABLE 1 LIMITATIONS AND ASSOCIATED RISKS
3 EXECUTIVE SUMMARY (Page No. - 45)
    FIGURE 8 2D VISION SYSTEMS SEGMENT TO HOLD LARGER MARKET SHARE IN 2028
    FIGURE 9 HARDWARE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
    FIGURE 10 FOOD & BEVERAGES SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
    FIGURE 11 ROBOTIC VISION MARKET IN ASIA PACIFIC TO DISPLAY HIGHEST CAGR DURING FORECAST PERIOD
4 PREMIUM INSIGHTS (Page No. - 49)
    4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN ROBOTIC VISION MARKET 
           FIGURE 12 INCREASING DEMAND FOR AUTOMATION IN VARIOUS INDUSTRIES TO CREATE LUCRATIVE OPPORTUNITIES FOR ROBOTIC VISION MARKET
    4.2 ROBOTIC VISION MARKET, BY TYPE 
           FIGURE 13 3D VISION SYSTEMS SEGMENT TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD
    4.3 ROBOTIC VISION MARKET, BY COMPONENT 
           FIGURE 14 HARDWARE SEGMENT TO HOLD LARGER MARKET SHARE IN 2028
    4.4 ROBOTIC VISION MARKET, BY INDUSTRY 
           FIGURE 15 ELECTRICAL & ELECTRONICS SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD
    4.5 ROBOTIC VISION MARKET, BY REGION 
           FIGURE 16 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2023
    4.6 ROBOTIC VISION MARKET, BY COUNTRY 
           FIGURE 17 INDIA TO EXHIBIT HIGHEST CAGR IN ROBOTIC VISION MARKET FROM 2023 TO 2028
5 MARKET OVERVIEW (Page No. - 52)
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           FIGURE 18 ROBOTIC VISION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Growing need for quality inspection using automated robotic vision systems
                    5.2.1.2 Rising use of 3D vision systems in industrial robotics
                    5.2.1.3 Increasing demand for safety and high-quality products in industrial sector
                    5.2.1.4 Increasing use of smart cameras in robotic vision systems
                               FIGURE 19 ROBOTIC VISION MARKET: DRIVERS AND THEIR IMPACT
           5.2.2 RESTRAINTS
                    5.2.2.1 High installation cost
                    5.2.2.2 Limited adaptability in different applications
                    5.2.2.3 Less awareness regarding robotic vision systems
                               FIGURE 20 ROBOTIC VISION MARKET: RESTRAINTS AND THEIR IMPACT
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Government-led initiatives for boosting industrial automation
                               TABLE 2 SUMMARY OF GOVERNMENT-LED INVESTMENTS IN INDUSTRIAL AUTOMATION
                    5.2.3.2 Integration of AI and deep learning technologies into robotic vision systems
                    5.2.3.3 Customization of robotic vision systems
                               FIGURE 21 ROBOTIC VISION MARKET: OPPORTUNITIES AND THEIR IMPACT
           5.2.4 CHALLENGES
                    5.2.4.1 Difficulties in manufacturing robotic vision systems
                    5.2.4.2 Programming of complex inspection tasks
                               FIGURE 22 ROBOTIC VISION MARKET: CHALLENGES AND THEIR IMPACT
    5.3 VALUE CHAIN ANALYSIS 
           FIGURE 23 ROBOTIC VISION MARKET: VALUE CHAIN ANALYSIS
    5.4 ECOSYSTEM ANALYSIS 
           FIGURE 24 ROBOTIC VISION MARKET: ECOSYSTEM ANALYSIS
           TABLE 3 ROBOTIC VISION MARKET: ECOSYSTEM ANALYSIS
    5.5 PRICING ANALYSIS 
           5.5.1 AVERAGE SELLING PRICE (ASP) OF ROBOTIC VISION SYSTEM COMPONENTS OFFERED BY THREE KEY PLAYERS
                    FIGURE 25 AVERAGE SELLING PRICE (ASP) OF ROBOTIC VISION SYSTEM COMPONENTS OFFERED BY THREE KEY PLAYERS
                    TABLE 4 AVERAGE SELLING PRICE (ASP) OF ROBOTIC VISION SYSTEM COMPONENTS OFFERED BY THREE KEY PLAYERS (USD)
                    TABLE 5 AVERAGE SELLING PRICE (ASP) OF OPTICS, BY REGION (USD)
    5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 
           FIGURE 26 REVENUE SHIFT AND NEW REVENUE POCKETS FOR PLAYERS IN ROBOTIC VISION MARKET
    5.7 TECHNOLOGY ANALYSIS 
           5.7.1 3D VISION SYSTEM
           5.7.2 HYPERSPECTRAL IMAGING
           5.7.3 ARTIFICIAL INTELLIGENCE (AI) IN ROBOTIC VISION SYSTEM
           5.7.4 LIQUID LENSES IN ROBOTIC VISION SYSTEM
           5.7.5 4D VISION SYSTEM
    5.8 PORTER’S FIVE FORCES ANALYSIS 
           TABLE 6 ROBOTIC VISION MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.8.1 THREAT OF NEW ENTRANTS
           5.8.2 THREAT OF SUBSTITUTES
           5.8.3 BARGAINING POWER OF SUPPLIERS
           5.8.4 BARGAINING POWER OF BUYERS
           5.8.5 INTENSITY OF COMPETITIVE RIVALRY
    5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 
           5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES
                    TABLE 7 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES (%)
           5.9.2 BUYING CRITERIA
                    FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES
                    TABLE 8 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES
    5.10 CASE STUDY ANALYSIS 
           5.10.1 AEROBOTIX DEVELOPED AUTOMATED PART LOCATION AND VERIFICATION (APLV) SYSTEM TO SIMPLIFY PROCESS OF UPDATING ROBOT PATHS IN VERSATILE, EVER-CHANGING WORK ENVIRONMENTS
           5.10.2 MWES ENGINEERED SYSTEMS DEVELOPED TWO WALL-MOUNTED KAWASAKI RS007L ROBOTS EQUIPPED WITH VACUUM GRIPPERS
           5.10.3 VARTA USED VISIONPRO 3D TO ACHIEVE HIGH PRODUCTION SPEED AND PRODUCT QUALITY
    5.11 TRADE ANALYSIS 
           FIGURE 29 IMPORT DATA FOR HS CODE 852580, BY KEY COUNTRY, 2018–2022 (USD MILLION)
           FIGURE 30 EXPORT DATA FOR HS CODE 852580, BY KEY COUNTRY, 2018–2022 (USD MILLION)
    5.12 PATENT ANALYSIS 
           FIGURE 31 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
           FIGURE 32 ROBOTIC VISION MARKET: PATENT ANALYSIS
           TABLE 9 TOP 20 PATENT OWNERS IN LAST 10 YEARS
           5.12.1 LIST OF MAJOR PATENTS
    5.13 KEY CONFERENCES AND EVENTS, 2023–2024 
           TABLE 10 ROBOTIC VISION MARKET: LIST OF CONFERENCES AND EVENTS
    5.14 REGULATIONS 
           5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 11 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 12 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 13 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 14 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    5.15 STANDARDS 
           5.15.1 INTERFACE/CONNECTIVITY
                    5.15.1.1 GigE Vision
                    5.15.1.2 USB3 Vision
                    5.15.1.3 CoaXPress (CXP)
           5.15.2 CAMERA
                    5.15.2.1 EMVA 1288
                    5.15.2.2 ASTM E57
           5.15.3 LENS
                    5.15.3.1 Japan Industrial Imaging Association (JIAA)
           5.15.4 PROGRAMMING INTERFACE
                    5.15.4.1 GenICam
                                 TABLE 15 ROBOTIC VISION MARKET: REGULATORY ANALYSIS
6 ROBOTIC VISION MARKET, BY DEPLOYMENT (Page No. - 86)
    6.1 INTRODUCTION 
           FIGURE 33 ROBOTIC VISION MARKET, BY DEPLOYMENT
    6.2 ROBOTIC GUIDANCE SYSTEMS 
           6.2.1 ABILITY TO MANIPULATE AND ASSEMBLE OBJECTS OF ANY SIZE AND SHAPE TO SUPPORT USE OF ROBOTIC GUIDANCE SYSTEMS
    6.3 ROBOTIC CELLS 
           6.3.1 RISING ADOPTION IN TASKS WITH DEFINED TARGET POSITION AND ORIENTATION TO DRIVE DEMAND FOR ROBOTIC CELLS
7 ROBOTIC VISION MARKET, BY DETECTION ALGORITHM (Page No. - 88)
    7.1 INTRODUCTION 
           FIGURE 34 ROBOTIC VISION MARKET, BY DETECTION ALGORITHM
    7.2 CONTOUR-BASED 
    7.3 CORRELATION-BASED 
    7.4 FEATURE EXTRACTION 
    7.5 CLOUD OF POINT 
8 ROBOTIC VISION MARKET, BY APPLICATION (Page No. - 91)
    8.1 INTRODUCTION 
           FIGURE 35 ROBOTIC VISION MARKET, BY APPLICATION
           FIGURE 36 MATERIAL HANDLING SEGMENT TO HOLD LARGEST MARKET SHARE IN 2022
    8.2 WELDING AND SOLDERING 
           8.2.1 NEED TO MAXIMIZE WELDING AND SOLDERING EFFICIENCY TO DRIVE MARKET
    8.3 MATERIAL HANDLING 
           8.3.1 OPTIMIZING MATERIAL HANDLING AND ENHANCING EFFICIENCY, ACCURACY, AND SAFETY OF WORKPLACES TO PROPEL MARKET
    8.4 PACKAGING AND PALLETIZING 
           8.4.1 PACKAGING NEEDS IN FOOD & BEVERAGE INDUSTRY TO DRIVE ADOPTION OF ROBOTIC VISION
    8.5 PAINTING 
           8.5.1 COST-EFFECTIVENESS IN PAINTING AND COATING APPLICATIONS TO BOOST MARKET
    8.6 ASSEMBLING AND DISASSEMBLING 
           8.6.1 DEMAND FOR ENHANCING PRODUCTIVITY AND PRECISION IN ASSEMBLING PROCESSES TO DRIVE MARKET
    8.7 CUTTING, PRESSING, GRINDING, AND DEBURRING 
           8.7.1 NEED TO ELIMINATE RISKS IN CUTTING, PRESSING, GRINDING, AND DEBURRING PROCESSES TO DRIVE USE OF ROBOTIC VISION SYSTEMS
    8.8 MEASUREMENT, INSPECTION, AND TESTING 
           8.8.1 PRECISE MEASUREMENT, INSPECTION, AND TESTING TASKS TO SUPPORT MARKET GROWTH
9 ROBOTIC VISION MARKET, BY TYPE (Page No. - 98)
    9.1 INTRODUCTION 
           FIGURE 37 ROBOTIC VISION MARKET, BY TYPE
           FIGURE 38 MARKET FOR 3D VISION SYSTEMS TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD
           TABLE 16 ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
           TABLE 17 ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
    9.2 2D VISION SYSTEMS 
           9.2.1 INCREASED DEPLOYMENT IN CONVENTIONAL APPLICATIONS TO DRIVE GROWTH OF 2D VISION SYSTEMS
                    TABLE 18 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
                    TABLE 19 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
                    TABLE 20 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                    TABLE 21 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
    9.3 3D VISION SYSTEMS 
           9.3.1 SINGLE- AND MULTI-CAMERA TRIANGULATION
                    9.3.1.1 Growth in robotics field to drive adoption of single and multi-camera triangulation
           9.3.2 STRUCTURED LIGHT
                    9.3.2.1 Accurate object-mapping feature to boost use of structured light
           9.3.3 TIME-OF-FLIGHT (TOF)
                    9.3.3.1 Implementation in vision-guided solutions in large workspaces to drive market
           9.3.4 STEREO VISION
                    9.3.4.1 Suitability for 3D construction to drive demand for stereo vision
           9.3.5 LASER-BASED
                    9.3.5.1 Utilization in extracting geometric information of objects to propel laser-based vision market
                               TABLE 22 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
                               TABLE 23 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
                               TABLE 24 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                               TABLE 25 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
10 ROBOTIC VISION MARKET, BY COMPONENT (Page No. - 107)
     10.1 INTRODUCTION 
             FIGURE 39 ROBOTIC VISION MARKET, BY COMPONENT
             FIGURE 40 HARDWARE SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD
             TABLE 26 ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
             TABLE 27 ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
     10.2 HARDWARE 
             TABLE 28 ROBOTIC VISION MARKET, BY HARDWARE, 2019–2022 (USD MILLION)
             TABLE 29 ROBOTIC VISION MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
             10.2.1 CAMERAS
                        10.2.1.1 Smart cameras combine image capture and processing in one system
                                     TABLE 30 CAMERAS: ROBOTIC VISION MARKET, BY IMAGING SPECTRUM, 2019–2022 (USD MILLION)
                                     TABLE 31 CAMERAS: ROBOTIC VISION MARKET, BY IMAGING SPECTRUM, 2023–2028 (USD MILLION)
                        10.2.1.2 Format
                                     10.2.1.2.1 Line scan
                                                    10.2.1.2.1.1 Line scan cameras used for rapid data capturing
                                     10.2.1.2.2 Area scan
                                                    10.2.1.2.2.1 Area scan cameras capture images in fast-moving scenes
                                     10.2.1.2.3 CMOS
                                                    10.2.1.2.3.1 CMOS sensors based on photoelectric effect
                                     10.2.1.2.4 CCD
                                                    10.2.1.2.4.1 CCDs capable of creating high-quality images
                        10.2.1.3 Imaging spectrum
                                     10.2.1.3.1 Visible light
                                                    10.2.1.3.1.1 Robotic vision systems in visible spectrum have wavelengths between 400 and 700 nm
                                     10.2.1.3.2 Visible + IR
                                                    10.2.1.3.2.1 Visible + IR cameras use NIR LEDs for visible + NIR imaging
             10.2.2 LIGHTING
                        10.2.2.1 Lighting guides cameras to function properly and precisely
             10.2.3 OPTICS
                        10.2.3.1 Optical lens defines field of view for vision cameras
             10.2.4 PROCESSORS AND CONTROLLERS
                        10.2.4.1 Processors perform arithmetic operations on external data sources
                        10.2.4.2 FPGA
                                                    10.2.4.2.1.1 FPGA finds applications in various industries
                        10.2.4.3 DSP
                                     10.2.4.3.1 DSPs help fetch multiple data and instructions simultaneously
                        10.2.4.4 Microcontrollers and microprocessors
                                     10.2.4.4.1 Microcontrollers and microprocessors are specifically designed for real-time applications
                        10.2.4.5 VPU
                                     10.2.4.5.1 VPUs fulfill need for faster processing in vision-related applications
             10.2.5 FRAME GRABBERS
                        10.2.5.1 Frame grabbers process, store, and visualize multiple images simultaneously
             10.2.6 OTHERS
     10.3 SOFTWARE 
             TABLE 32 ROBOTIC VISION MARKET, BY SOFTWARE, 2019–2022 (USD MILLION)
             TABLE 33 ROBOTIC VISION MARKET, BY SOFTWARE, 2023–2028 (USD MILLION)
             10.3.1 TRADITIONAL SOFTWARE
                        10.3.1.1 Traditional software provide framework for developing robotic vision applications
             10.3.2 DEEP LEARNING SOFTWARE
                        10.3.2.1 Deep learning frameworks offer high flexibility for program developers
11 ROBOTIC VISION MARKET, BY INDUSTRY (Page No. - 119)
     11.1 INTRODUCTION 
             FIGURE 41 ROBOTIC VISION MARKET, BY INDUSTRY
             FIGURE 42 AUTOMOTIVE INDUSTRY TO HOLD SECOND-LARGEST MARKET SHARE IN 2023
             TABLE 34 ROBOTIC VISION MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
             TABLE 35 ROBOTIC VISION MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
     11.2 AUTOMOTIVE 
             11.2.1 AUTOMATED MANUFACTURING PROCESSES TO DRIVE MARKET
                        TABLE 36 AUTOMOTIVE: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 37 AUTOMOTIVE: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 38 AUTOMOTIVE: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
                        TABLE 39 AUTOMOTIVE: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
                        TABLE 40 AUTOMOTIVE: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 41 AUTOMOTIVE: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     11.3 ELECTRICAL & ELECTRONICS 
             11.3.1 NEED FOR IMPROVED QUALITY CONTROL, AUTOMATION, AND OBJECT RECOGNITION TO PROPEL MARKET
                        TABLE 42 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 43 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 44 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
                        TABLE 45 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
                        TABLE 46 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 47 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     11.4 CHEMICALS, RUBBER, & PLASTICS 
             11.4.1 USE IN MATERIAL HANDLING AND INSPECTION TASKS TO SUPPORT DEMAND FOR ROBOTIC VISION
                        TABLE 48 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 49 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 50 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
                        TABLE 51 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
                        TABLE 52 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 53 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     11.5 METALS & MACHINERY 
             11.5.1 SHORTAGE OF SKILLED LABOR TO FUEL MARKET GROWTH
                        TABLE 54 METALS & MACHINERY: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 55 METALS & MACHINERY: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 56 METALS & MACHINERY: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
                        TABLE 57 METALS & MACHINERY: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
                        TABLE 58 METALS & MACHINERY: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 59 METALS & MACHINERY: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     11.6 FOOD & BEVERAGES 
             11.6.1 NEED TO MAINTAIN PRODUCT CONSISTENCY AND FOOD & BEVERAGE SAFETY TO FUEL ADOPTION OF VISION-GUIDED ROBOTS
                        TABLE 60 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 61 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 62 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
                        TABLE 63 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
                        TABLE 64 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 65 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     11.7 PRECISION ENGINEERING & OPTICS 
             11.7.1 GROWING REQUIREMENT FOR SUPPLY OF PRECISION-ENGINEERED COMPONENTS TO MAJOR INDUSTRIES TO PROPEL MARKET
                        TABLE 66 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 67 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 68 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
                        TABLE 69 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
                        TABLE 70 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 71 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     11.8 PHARMACEUTICALS & COSMETICS 
             11.8.1 CRUCIAL INSPECTION TASKS IN PHARMACEUTICAL PLANTS TO BOOST DEMAND FOR ROBOTIC VISION
                        TABLE 72 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 73 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 74 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
                        TABLE 75 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
                        TABLE 76 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 77 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     11.9 OTHERS 
             TABLE 78 OTHERS: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
             TABLE 79 OTHERS: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
             TABLE 80 OTHERS: ROBOTIC VISION MARKET, BY COMPONENT, 2019–2022 (USD MILLION)
             TABLE 81 OTHERS: ROBOTIC VISION MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
             TABLE 82 OTHERS: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
             TABLE 83 OTHERS: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
12 ROBOTIC VISION MARKET, BY REGION (Page No. - 142)
     12.1 INTRODUCTION 
             FIGURE 43 ROBOTIC VISION MARKET: REGIONAL SNAPSHOT
             FIGURE 44 ROBOTIC VISION MARKET IN ASIA PACIFIC TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
             TABLE 84 ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
             TABLE 85 ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
     12.2 NORTH AMERICA 
             12.2.1 IMPACT OF RECESSION ON ROBOTIC VISION MARKET IN NORTH AMERICA
                        FIGURE 45 NORTH AMERICA: ROBOTIC VISION MARKET SNAPSHOT
                        TABLE 86 NORTH AMERICA: ROBOTIC VISION MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
                        TABLE 87 NORTH AMERICA: ROBOTIC VISION MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
                        TABLE 88 NORTH AMERICA: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 89 NORTH AMERICA: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 90 NORTH AMERICA: ROBOTIC VISION MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
                        TABLE 91 NORTH AMERICA: ROBOTIC VISION MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
             12.2.2 US
                        12.2.2.1 Automotive industry to offer lucrative opportunities
             12.2.3 CANADA
                        12.2.3.1 Government initiatives to favor market growth
             12.2.4 MEXICO
                        12.2.4.1 Growing focus of manufacturing sector on automation to boost market
     12.3 EUROPE 
             12.3.1 IMPACT OF RECESSION ON ROBOTIC VISION MARKET IN EUROPE
                        FIGURE 46 EUROPE: ROBOTIC VISION MARKET SNAPSHOT
                        TABLE 92 EUROPE: ROBOTIC VISION MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
                        TABLE 93 EUROPE: ROBOTIC VISION MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
                        TABLE 94 EUROPE: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 95 EUROPE: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 96 EUROPE: ROBOTIC VISION MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
                        TABLE 97 EUROPE: ROBOTIC VISION MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
             12.3.2 GERMANY
                        12.3.2.1 Established industrial robot market to boost demand
             12.3.3 UK
                        12.3.3.1 Incorporation of vision systems into automobiles to improve product quality to drive market
             12.3.4 FRANCE
                        12.3.4.1 Growing focus of food & beverage giants on automation to develop market
             12.3.5 ITALY
                        12.3.5.1 Growing industrial automation to propel market
             12.3.6 SPAIN
                        12.3.6.1 Encouragement from government to purchase EVs and HEVs to benefit market
             12.3.7 REST OF EUROPE
     12.4 ASIA PACIFIC 
             12.4.1 IMPACT OF RECESSION ON ROBOTIC VISION MARKET IN ASIA PACIFIC
                        FIGURE 47 ASIA PACIFIC: ROBOTIC VISION MARKET SNAPSHOT
                        TABLE 98 ASIA PACIFIC: ROBOTIC VISION MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
                        TABLE 99 ASIA PACIFIC: ROBOTIC VISION MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
                        TABLE 100 ASIA PACIFIC: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 101 ASIA PACIFIC: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 102 ASIA PACIFIC: ROBOTIC VISION MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
                        TABLE 103 ASIA PACIFIC: ROBOTIC VISION MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
             12.4.2 CHINA
                        12.4.2.1 Electronics and semiconductor industries to generate significant demand
             12.4.3 JAPAN
                        12.4.3.1 Presence of prominent vision sensor manufacturers to boost demand
             12.4.4 SOUTH KOREA
                        12.4.4.1 Robust manufacturing sector to benefit market
             12.4.5 TAIWAN
                        12.4.5.1 Development of smart factories, machinery, technology, and transport infrastructure to benefit market
             12.4.6 INDIA
                        12.4.6.1 High import tariffs on automobiles and electronics to fuel market
             12.4.7 REST OF ASIA PACIFIC
     12.5 ROW 
             12.5.1 IMPACT OF RECESSION ON ROBOTIC VISION MARKET IN ROW
                        FIGURE 48 MIDDLE EAST & AFRICA TO DOMINATE MARKET IN ROW DURING FORECAST PERIOD
                        TABLE 104 ROW: ROBOTIC VISION MARKET, BY REGION, 2019–2022 (USD MILLION)
                        TABLE 105 ROW: ROBOTIC VISION MARKET, BY REGION, 2023–2028 (USD MILLION)
                        TABLE 106 ROW: ROBOTIC VISION MARKET, BY TYPE, 2019–2022 (USD MILLION)
                        TABLE 107 ROW: ROBOTIC VISION MARKET, BY TYPE, 2023–2028 (USD MILLION)
                        TABLE 108 ROW: ROBOTIC VISION MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
                        TABLE 109 ROW: ROBOTIC VISION MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
             12.5.2 MIDDLE EAST & AFRICA
                        12.5.2.1 Rising adoption of robotic vision systems in plastic and food & beverage industry to develop market
             12.5.3 SOUTH AMERICA
                        12.5.3.1 Ongoing economic reforms to offer lucrative growth opportunities
13 COMPETITIVE LANDSCAPE (Page No. - 167)
     13.1 INTRODUCTION 
             TABLE 110 KEY STRATEGIES ADOPTED BY MAJOR PLAYERS IN ROBOTIC VISION MARKET, 2021–2023
     13.2 REVENUE ANALYSIS OF TOP FIVE COMPANIES 
             FIGURE 49 ROBOTIC VISION MARKET: REVENUE ANALYSIS, 2019–2022
     13.3 MARKET SHARE ANALYSIS, 2022 
             TABLE 111 ROBOTIC VISION MARKET: DEGREE OF COMPETITION
             FIGURE 50 ROBOTIC VISION MARKET SHARE ANALYSIS, 2022
     13.4 KEY COMPANY EVALUATION MATRIX, 2022 
             13.4.1 STARS
             13.4.2 EMERGING LEADERS
             13.4.3 PERVASIVE PLAYERS
             13.4.4 PARTICIPANTS
                        FIGURE 51 ROBOTIC VISION MARKET: KEY COMPANY EVALUATION MATRIX, 2022
     13.5 STARTUPS/SMES EVALUATION MATRIX, 2022 
             13.5.1 PROGRESSIVE COMPANIES
             13.5.2 RESPONSIVE COMPANIES
             13.5.3 DYNAMIC COMPANIES
             13.5.4 STARTING BLOCKS
                        FIGURE 52 ROBOTIC VISION MARKET: STARTUPS/SMES EVALUATION MATRIX, 2022
     13.6 COMPETITIVE BENCHMARKING 
             TABLE 112 ROBOTIC VISION MARKET: LIST OF KEY STARTUPS/SMES
             TABLE 113 ROBOTIC VISION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
             13.6.1 ROBOTIC VISION MARKET FOOTPRINT
                        TABLE 114 COMPANY FOOTPRINT
                        TABLE 115 TYPE: COMPANY FOOTPRINT
                        TABLE 116 INDUSTRY: COMPANY FOOTPRINT
                        TABLE 117 REGION: COMPANY FOOTPRINT
     13.7 COMPETITIVE SCENARIOS AND TRENDS 
             13.7.1 PRODUCT LAUNCHES
                        TABLE 118 ROBOTIC VISION MARKET: PRODUCT LAUNCHES, 2021–2023
             13.7.2 DEALS
                        TABLE 119 ROBOTIC VISION MARKET: DEALS, 2021–2022
             13.7.3 OTHERS
                        TABLE 120 ROBOTIC VISION MARKET: OTHERS, 2021–2022
14 COMPANY PROFILES (Page No. - 189)
(Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*  
     14.1 KEY PLAYERS 
             14.1.1 COGNEX CORPORATION
                        TABLE 121 COGNEX CORPORATION: BUSINESS OVERVIEW
                        FIGURE 53 COGNEX CORPORATION: COMPANY SNAPSHOT
                        TABLE 122 COGNEX CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 123 COGNEX CORPORATION: PRODUCT LAUNCHES
             14.1.2 BASLER AG
                        TABLE 124 BASLER AG: BUSINESS OVERVIEW
                        FIGURE 54 BASLER AG: COMPANY SNAPSHOT
                        TABLE 125 BASLER AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 126 BASLER AG: PRODUCT LAUNCHES
             14.1.3 OMRON CORPORATION
                        TABLE 127 OMRON CORPORATION: BUSINESS OVERVIEW
                        FIGURE 55 OMRON CORPORATION: COMPANY SNAPSHOT
                        TABLE 128 OMRON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 129 OMRON CORPORATION: PRODUCT LAUNCHES
             14.1.4 NATIONAL INSTRUMENTS CORP.
                        TABLE 130 NATIONAL INSTRUMENTS CORP.: BUSINESS OVERVIEW
                        FIGURE 56 NATIONAL INSTRUMENTS CORP.: COMPANY SNAPSHOT
                        TABLE 131 NATIONAL INSTRUMENTS CORP.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             14.1.5 KEYENCE CORPORATION
                        TABLE 132 KEYENCE CORPORATION: BUSINESS OVERVIEW
                        FIGURE 57 KEYENCE CORPORATION: COMPANY SNAPSHOT
                        TABLE 133 KEYENCE CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 134 KEYENCE CORPORATION: PRODUCT LAUNCHES
             14.1.6 TELEDYNE DALSA
                        TABLE 135 TELEDYNE DALSA: BUSINESS OVERVIEW
                        FIGURE 58 TELEDYNE DALSA: COMPANY SNAPSHOT
                        TABLE 136 TELEDYNE DALSA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 137 TELEDYNE DALSA: PRODUCT LAUNCHES
             14.1.7 SICK AG
                        TABLE 138 SICK AG: BUSINESS OVERVIEW
                        FIGURE 59 SICK AG: COMPANY SNAPSHOT
                        TABLE 139 SICK AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 140 SICK AG: PRODUCT LAUNCHES
             14.1.8 TORDIVEL AS
                        TABLE 141 TORDIVEL AS: BUSINESS OVERVIEW
                        TABLE 142 TORDIVEL AS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             14.1.9 HEXAGON AB
                        TABLE 143 HEXAGON AB: BUSINESS OVERVIEW
                        FIGURE 60 HEXAGON AB: COMPANY SNAPSHOT
                        TABLE 144 HEXAGON AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             14.1.10 ADVANTECH CO., LTD.
                        TABLE 145 ADVANTECH CO., LTD.: BUSINESS OVERVIEW
                        FIGURE 61 ADVANTECH CO., LTD.: COMPANY SNAPSHOT
                        TABLE 146 ADVANTECH CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 147 ADVANTECH CO., LTD.: PRODUCT LAUNCHES
             14.1.11 YASKAWA AMERICA, INC.
                        TABLE 148 YASKAWA AMERICA, INC.: BUSINESS OVERVIEW
                        FIGURE 62 YASKAWA AMERICA, INC.: COMPANY SNAPSHOT
                        TABLE 149 YASKAWA AMERICA, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             14.1.12 ISRA VISION
                        TABLE 150 ISRA VISION: BUSINESS OVERVIEW
                        FIGURE 63 ISRA VISION: COMPANY SNAPSHOT
                        TABLE 151 ISRA VISION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 152 ISRA VISION: PRODUCT LAUNCHES
             14.1.13 FANUC CORPORATION
                        TABLE 153 FANUC CORPORATION: BUSINESS OVERVIEW
                        FIGURE 64 FANUC CORPORATION: COMPANY SNAPSHOT
                        TABLE 154 FANUC CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 155 FANUC CORPORATION: PRODUCT LAUNCHES
             14.1.14 ABB
                        TABLE 156 ABB: BUSINESS OVERVIEW
                        FIGURE 65 ABB: COMPANY SNAPSHOT
                        TABLE 157 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             14.1.15 QUALCOMM TECHNOLOGIES, INC.
                        TABLE 158 QUALCOMM TECHNOLOGIES, INC.: BUSINESS OVERVIEW
                        FIGURE 66 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT
                        TABLE 159 QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 160 QUALCOMM TECHNOLOGIES, INC.: PRODUCT LAUNCHES
     14.2 OTHER PLAYERS 
             14.2.1 LMI TECHNOLOGIES INC.
             14.2.2 INDUSTRIAL VISION SYSTEMS
             14.2.3 VITRONIC
             14.2.4 MATROX ELECTRONIC SYSTEMS LTD.
             14.2.5 ADLINK TECHNOLOGY INC.
             14.2.6 ZIVID
             14.2.7 STEMMER IMAGING LTD.
             14.2.8 MVTEC SOFTWARE GMBH
             14.2.9 WENGLOR SENSORIC GMBH
             14.2.10 AQUIFI
             14.2.11 IDS IMAGING DEVELOPMENT SYSTEMS GMBH
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.  
15 ADJACENT AND RELATED MARKET (Page No. - 254)
     15.1 INTRODUCTION 
     15.2 LIMITATIONS 
     15.3 COLLABORATIVE ROBOT MARKET, BY COMPONENT 
             TABLE 161 COLLABORATIVE ROBOT (COBOT) MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
             TABLE 162 COLLABORATIVE ROBOT (COBOT) MARKET, BY COMPONENT, 2022–2028 (USD MILLION)
     15.4 HARDWARE 
             TABLE 163 HARDWARE: COLLABORATIVE ROBOT (COBOT) MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
             TABLE 164 HARDWARE: COLLABORATIVE ROBOT (COBOT) MARKET, BY COMPONENT, 2022–2028 (USD MILLION)
             15.4.1 ROBOTIC ARMS
                        15.4.1.1 Robotic arm design defined by ISO/TS 15066 standard
             15.4.2 END EFFECTORS OR END-OF-ARM TOOLS (EOATS)
                        15.4.2.1 Welding guns
                                     TABLE 165 PLAYERS MANUFACTURING ROBOTIC WELDING GUNS
                        15.4.2.2 Grippers
                                     15.4.2.2.1 Pneumatic
                                                    15.4.2.2.1.1 Pneumatic grippers require external air supply to operate
                                     15.4.2.2.2 Electric
                                                    15.4.2.2.2.1 Electric grippers are easiest to program and operate compared with other gripper
           TABLE 166 PLAYERS MANUFACTURING ELECTRIC GRIPPERS
                                     15.4.2.2.3 Dexterous robotic hands
                                                    15.4.2.2.3.1 4-finger robotic hand may be used without robotic arms
                                                    15.4.2.2.3.2 5-finger robotic hands used in combination with industrial and collaborative robotic arms
                                     15.4.2.2.4 Vacuum
                                                    15.4.2.2.4.1 Vacuum grippers can easily handle uneven and large area workpieces
                                     15.4.2.2.5 Magnetic
                                                    15.4.2.2.5.1 Magnetic grippers less popular as other types of grippers
           TABLE 167 PLAYERS MANUFACTURING MAGNETIC GRIPPERS
                        15.4.2.3 Robotic screwdrivers
                        15.4.2.4 Sanding and deburring tools
                        15.4.2.5 Others
             15.4.3 DRIVES
                        15.4.3.1 Drives convert electrical energy into mechanical energy
             15.4.4 CONTROLLERS
                        15.4.4.1 Controllers carry out necessary instructions required to operate cobots
             15.4.5 SENSORS
                        15.4.5.1 Sensors help measure and translate information into meaningful data
             15.4.6 POWER SUPPLY
                        15.4.6.1 Most cobots operate at 24 or 48 V
             15.4.7 MOTORS
                        15.4.7.1 Cobots fitted with light but powerful motors
             15.4.8 OTHERS
     15.5 SOFTWARE 
             15.5.1 MANUFACTURERS TO INVEST SUBSTANTIAL EFFORTS TO DEVELOP INTUITIVE PROGRAMMING SOFTWARE
16 APPENDIX (Page No. - 267)
     16.1 INSIGHTS FROM INDUSTRY EXPERTS 
     16.2 DISCUSSION GUIDE 
     16.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 
     16.4 CUSTOMIZATION OPTIONS 
     16.5 RELATED REPORTS 
     16.6 AUTHOR DETAILS