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Delivery Robots Market by Offering (Hardware, Software), Load Carrying Capacity, Number of Wheels (3 wheels, 4 wheels, 6 wheels), Speed Limit, End-user Industry (Food & Beverage, Retail, Healthcare, Postal) and Region - Global Forecast to 2028

March 2023 | 229 pages | ID: D2B31C630E1EN
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The Delivery Robots Market is projected to grow from USD 0.4 Billion in 2023 to USD 1.8 Billion by 2028; it is expected to grow at a CAGR of 33.7% during the forecast period. Increasing venture funding to companies in the delivery robots market so that they can provide the next level of convenience and services to their customers will propel the growth opportunities for Delivery Robots providers. Increasing focus on deploying delivery robots to reduce delivery costs in last-mile deliveries will boost market growth. Strict regulations regarding the operations of delivery robots will restrain the market growth.

“Market for Software to grow at a higher CAGR during the forecast period”

The software used in a robotic system is a list of instructions and a set of coded commands proposed to program robots according to the task required. The robotic software offers operating system-like functionality and provides hardware abstraction, low-level device control, implementation of commonly used functionality, and message passing between processes and package management. With growing technological advancements, robot OEMs have started integrating data analytics platforms, such as big data analysis and predictive analysis, into the robotic system. With the help of the software, a delivery robot can perform various tasks, such as route mapping and navigation, dynamic path planning, and obstacle identification. Apart from these tasks, by adopting appropriate software, the delivery robot can also be operated as a fleet.

“Market for retail to grow at highest CAGR during the forecast period”

Delivery robots are designed to help retailers streamline their delivery process, reduce costs, and improve customer satisfaction. Delivery robots are equipped with advanced navigation technology to navigate through busy streets and reach the intended destination quickly and accurately. This helps retailers to reduce the delivery time and increase the efficiency of the delivery process. Moreover, robots are relatively cheap to operate as compared to human delivery drivers. Retailers can save a significant amount of money on wages, benefits, and other expenses associated with hiring human delivery drivers. These features will drive the demand for delivery robots in the retail sector.

“North America to hold for the majority market share during the forecast period”

The US has recently witnessed many firms with ground-delivery robotic solutions. Some examples of US-based key players in ground delivery robots are Nuro, Boxbot, Serve Robotics, Savioke, and more. These companies offer technologically advanced products in the delivery robots market, integrated with autonomous technologies such as Al and machine learning to optimize the last-mile logistics process by reducing the cost. According to the US Census Bureau, the population aged 65 and above will be nearly 98 million in the US by 2060. Thus, the growing aging population in the US is likely to generate the demand for delivery robots in the food & beverage and healthcare industries

The report profiles key players in the Delivery Robots market with their respective market ranking analysis. Prominent players profiled in this report are Starship Technologies (US), JD.com, Inc. (China), Panasonic Holdings Corporation (Japan), Relay Robotics, Inc. (US), and Nuro, Inc. (US), among others.

Research Coverage:

This research report categorizes the Delivery Robots market based on load-carrying capacity, offerings, number of wheels, speed limit, end-user industry, and geography. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the delivery robots market and forecasts the same till 2028. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the Delivery Robots ecosystem.

Key Benefits of Buying the Report

The report will help market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall Delivery Robots market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
1 INTRODUCTION

1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
  1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
  1.3.1 MARKETS COVERED
  1.3.2 GEOGRAPHIC SCOPE
  1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
1.5 UNITS CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
FIGURE 1 DELIVERY ROBOTS MARKET: RESEARCH DESIGN
  2.1.1 SECONDARY AND PRIMARY RESEARCH
FIGURE 2 DELIVERY ROBOTS MARKET: RESEARCH APPROACH
  2.1.2 SECONDARY DATA
    2.1.2.1 List of major secondary sources
    2.1.2.2 Key data from secondary sources
  2.1.3 PRIMARY DATA
    2.1.3.1 Primary interviews with experts
    2.1.3.2 Key data from primary sources
    2.1.3.3 Key industry insights
    2.1.3.4 Breakdown of primaries
2.2 MARKET SIZE ESTIMATION
  2.2.1 BOTTOM-UP APPROACH
    2.2.1.1 Approach to arrive at market size using bottom-up analysis
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY FOR DELIVERY ROBOTS MARKET USING SUPPLY-SIDE ANALYSIS
  2.2.2 TOP-DOWN APPROACH
    2.2.2.1 Approach to capture market size using top-down analysis
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
FIGURE 6 TOP-DOWN APPROACH: DEMAND-SIDE ANALYSIS
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 7 DELIVERY ROBOTS MARKET: DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS AND LIMITATIONS
  2.4.1 RESEARCH ASSUMPTIONS
  2.4.2 LIMITATIONS
2.5 RISK ASSESSMENT
TABLE 1 ASSOCIATED RISKS

3 EXECUTIVE SUMMARY

3.1 DELIVERY ROBOTS MARKET: RECESSION IMPACT
FIGURE 8 RECESSION IMPACT: GDP GROWTH PROJECTION TILL 2023 FOR MAJOR ECONOMIES
FIGURE 9 RECESSION IMPACT ON DELIVERY ROBOTS MARKET, 2019–2028 (USD MILLION)
FIGURE 10 MORE THAN 50 KG SEGMENT TO HOLD LARGEST SHARE OF DELIVERY ROBOTS MARKET FROM 2023 TO 2028
FIGURE 11 HARDWARE SEGMENT TO HOLD LARGER SIZE OF DELIVERY ROBOTS MARKET FROM 2023 TO 2028
FIGURE 12 6 WHEELS SEGMENT TO REGISTER HIGHEST CAGR IN DELIVERY ROBOTS MARKET DURING FORECAST PERIOD
FIGURE 13 HIGHER THAN 3 KPH UP TO 6 KPH SEGMENT TO HOLD LARGEST SIZE OF DELIVERY ROBOTS MARKET IN 2028
FIGURE 14 RETAIL SEGMENT TO GROW AT HIGHEST CAGR IN DELIVERY ROBOTS MARKET DURING FORECAST PERIOD
FIGURE 15 NORTH AMERICA ACCOUNTED FOR LARGEST SHARE OF DELIVERY ROBOTS MARKET IN 2022

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN DELIVERY ROBOTS MARKET
FIGURE 16 EXPANDING E-COMMERCE INDUSTRY TO DRIVE DELIVERY ROBOTS MARKET DURING FORECAST PERIOD
4.2 DELIVERY ROBOTS MARKET, BY OFFERING
FIGURE 17 HARDWARE SEGMENT TO ACCOUNT FOR LARGEST SIZE OF DELIVERY ROBOTS MARKET FROM 2023 TO 2028
4.3 DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY
FIGURE 18 MORE THAN 50 KG SEGMENT TO BE LARGEST SHAREHOLDER IN DELIVERY ROBOTS MARKET FROM 2023 TO 2028
4.4 DELIVERY ROBOTS MARKET, BY NUMBER OF WHEELS
FIGURE 19 6 WHEEL SEGMENT TO GROW AT HIGHEST CAGR FROM 2023 TO 2028
4.5 DELIVERY ROBOTS MARKET, BY SPEED LIMIT
FIGURE 20 3 KPH SEGMENT TO GROW AT HIGHEST CAGR FROM 2023 TO 2028
4.6 DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY
FIGURE 21 RETAIL SEGMENT TO GROW AT HIGHEST CAGR FROM 2023 TO 2028
4.7 DELIVERY ROBOTS MARKET, BY COUNTRY
FIGURE 22 DELIVERY ROBOTS MARKET IN SOUTH KOREA AND CHINA TO GROW AT HIGHEST CAGRS FROM 2023 TO 2028

5 MARKET OVERVIEW

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 23 DELIVERY ROBOTS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  5.2.1 DRIVERS
FIGURE 24 ANALYSIS OF IMPACT OF DRIVERS ON DELIVERY ROBOTS MARKET
    5.2.1.1 Last mile delivery cost reduction achieved through use of delivery robots
    5.2.1.2 Increase in venture funding
  5.2.2 RESTRAINTS
FIGURE 25 ANALYSIS OF IMPACT OF RESTRAINTS ON DELIVERY ROBOTS MARKET
    5.2.2.1 Stringent regulations pertaining to operations of delivery robots
  5.2.3 OPPORTUNITIES
FIGURE 26 ANALYSIS OF IMPACT OF OPPORTUNITIES ON DELIVERY ROBOTS MARKET
    5.2.3.1 Advancements in features of autonomous delivery robots
    5.2.3.2 Worldwide growth of e-commerce market
    5.2.3.3 Restrictions on use of drones for delivery services
  5.2.4 CHALLENGES
FIGURE 27 ANALYSIS OF IMPACT OF CHALLENGES ON DELIVERY ROBOTS MARKET
    5.2.4.1 Limited range of operation of ground delivery robots
    5.2.4.2 Safety issues associated with operations of delivery robots in populated areas
5.3 INVESTMENT ANALYSIS
TABLE 2 ANALYSIS OF RECENT FINANCIAL INVESTMENTS BY VENTURE CAPITALISTS
5.4 VALUE CHAIN ANALYSIS
FIGURE 28 VALUE CHAIN ANALYSIS: R&D AND MANUFACTURING STAGES ADD MAJOR VALUE TO DELIVERY ROBOTS MARKET
5.5 SUPPLY CHAIN ANALYSIS
FIGURE 29 DELIVERY ROBOTS MARKET: SUPPLY CHAIN, 2022
5.6 ECOSYSTEM/MARKET MAP
FIGURE 30 DELIVERY ROBOTS ECOSYSTEM
  5.6.1 SUPPLIERS
  5.6.2 ROBOT INTEGRATORS
  5.6.3 SOFTWARE SOLUTION PROVIDERS
TABLE 3 COMPANIES AND THEIR ROLE IN DELIVERY ROBOTS ECOSYSTEM
5.7 PRICING ANALYSIS
  5.7.1 AVERAGE SELLING PRICE ANALYSIS OF DELIVERY ROBOTS OFFERED BY KEY PLAYERS
TABLE 4 AVERAGE SELLING PRICE OF DELIVERY ROBOTS WITH 3 WHEELS
TABLE 5 AVERAGE SELLING PRICE OF DELIVERY ROBOTS WITH 4 WHEELS
TABLE 6 AVERAGE SELLING PRICE OF DELIVERY ROBOTS WITH 6 WHEELS
  5.7.2 AVERAGE SELLING PRICE TRENDS
FIGURE 31 AVERAGE SELLING PRICE OF DELIVERY ROBOTS OFFERED BY KEY PLAYERS
TABLE 7 AVERAGE SELLING PRICE ANALYSIS OF DELIVERY ROBOTS OFFERED BY KEY PLAYERS
5.8 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
FIGURE 32 REVENUE SHIFTS FOR DELIVERY ROBOTS MARKET
  5.8.1 GROWING ADOPTION OF DELIVERY ROBOTS IN E-COMMERCE
  5.8.2 INCREASING USE OF DELIVERY ROBOTS TO DELIVER PARCELS, GROCERIES, AND FOOD ITEMS ORDERED THROUGH SMARTPHONE APPLICATIONS BY CUSTOMERS
5.9 TECHNOLOGY ANALYSIS
  5.9.1 KEY TECHNOLOGIES
    5.9.1.1 LiDAR sensors
    5.9.1.2 GPS
  5.9.2 COMPLEMENTARY TECHNOLOGIES
    5.9.2.1 Vision guidance
  5.9.3 ADJACENT TECHNOLOGIES
    5.9.3.1 Laser guidance
5.10 PORTER’S FIVE FORCES ANALYSIS
TABLE 8 IMPACT OF PORTER’S FIVE FORCES ON DELIVERY ROBOTS MARKET
FIGURE 33 PORTER’S FIVE FORCES ANALYSIS: DELIVERY ROBOTS MARKET
  5.10.1 INTENSITY OF COMPETITIVE RIVALRY
  5.10.2 BARGAINING POWER OF SUPPLIERS
  5.10.3 BARGAINING POWER OF BUYERS
  5.10.4 THREAT OF SUBSTITUTES
  5.10.5 THREAT OF NEW ENTRANTS
5.11 CASE STUDY ANALYSIS
TABLE 9 NURO AUTONOMOUS DELIVERY ROBOTS PROVIDE COST-EFFICIENT GROCERY DELIVERY SERVICES FOR KROGER
TABLE 10 TONY MILE ACCELERATED ITS ROBOT AUTOMATION WITH AWS AND BELL
5.12 TRADE ANALYSIS
FIGURE 34 IMPORT DATA, BY COUNTRY, 2017?2021 (USD THOUSAND)
FIGURE 35 EXPORT DATA, BY COUNTRY, 2017?2021 (USD THOUSAND)
5.13 PATENT ANALYSIS
FIGURE 36 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
TABLE 11 TOP 20 PATENT OWNERS IN LAST 10 YEARS
FIGURE 37 NUMBER OF PATENTS GRANTED PER YEAR, 2012?2022
  5.13.1 MAJOR PATENTS
TABLE 12 MAJOR PATENTS IN DELIVERY ROBOTS MARKET
5.14 TARIFF AND REGULATORY LANDSCAPE
  5.14.1 TARIFF
TABLE 13 EXPORT TARIFF DATA OF CHINA
TABLE 14 EXPORT TARIFF DATA OF GERMANY
    5.14.1.1 Negative impact of tariff on delivery robots market
    5.14.1.2 Positive impact of tariff on delivery robots market
  5.14.2 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS RELATED TO DELIVERY ROBOTS
TABLE 15 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 16 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 17 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 18 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  5.14.3 REGULATIONS RELATED TO DELIVERY ROBOTS

6 DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY

6.1 INTRODUCTION
FIGURE 38 MORE THAN 50 KG SEGMENT HELD LARGEST MARKET SHARE IN 2022
TABLE 19 DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (USD MILLION)
TABLE 20 DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (USD MILLION)
TABLE 21 DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (UNITS)
TABLE 22 DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (UNITS)
6.2 UP TO 10 KG
  6.2.1 USED FOR DELIVERY OF FOOD AND BEVERAGES
TABLE 23 UP TO 10 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD THOUSAND)
TABLE 24 UP TO 10 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD THOUSAND)
TABLE 25 UP TO 10 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (UNITS)
TABLE 26 UP TO 10 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (UNITS)
6.3 MORE THAN 10 KG UP TO 50 KG
  6.3.1 USED FOR DELIVERY OF GROCERIES
TABLE 27 MORE THAN 10 KG UP TO 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD THOUSAND)
TABLE 28 MORE THAN 10 KG UP TO 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD THOUSAND)
TABLE 29 MORE THAN 10 KG UP TO 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (UNITS)
TABLE 30 MORE THAN 10 KG UP TO 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (UNITS)
6.4 MORE THAN 50 KG
  6.4.1 IDEAL FOR DELIVERY OF HEAVY PARCELS
TABLE 31 MORE THAN 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD THOUSAND)
TABLE 32 MORE THAN 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD THOUSAND)
TABLE 33 MORE THAN 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (UNITS)
TABLE 34 MORE THAN 50 KG: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (UNITS)

7 DELIVERY ROBOTS MARKET, BY OFFERING

7.1 INTRODUCTION
FIGURE 39 HARDWARE SEGMENT HELD LARGER SHARE OF DELIVERY ROBOTS MARKET IN 2022
TABLE 35 DELIVERY ROBOTS MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 36 DELIVERY ROBOTS MARKET, BY OFFERING, 2023–2028 (USD MILLION)
7.2 HARDWARE
FIGURE 40 CONTROL SYSTEMS SUB-SEGMENT TO REGISTER HIGHEST CAGR IN DELIVERY ROBOTS MARKET FOR HARDWARE DURING FORECAST PERIOD
TABLE 37 HARDWARE: DELIVERY ROBOTS MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 38 HARDWARE: DELIVERY ROBOTS MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  7.2.1 ULTRASONIC/LIDAR SENSORS
    7.2.1.1 Provide high-resolution, three-dimensional information about surrounding environment to delivery robots
  7.2.2 CHASSIS AND MOTORS
    7.2.2.1 Provide stability to robots
  7.2.3 CONTROL SYSTEMS
    7.2.3.1 Allow various components of robots to operate together
  7.2.4 RADARS
    7.2.4.1 Help delivery robots avoid collision
  7.2.5 GPS
    7.2.5.1 Monitor routes and progress of delivery robots
  7.2.6 CAMERAS
    7.2.6.1 Enable delivery robots to detect and identify objects in their path
  7.2.7 OTHERS
7.3 SOFTWARE
  7.3.1 FLEET MANAGEMENT SOFTWARE
    7.3.1.1 Ensure successful autonomous delivery of packages
  7.3.2 COMPUTER VISION
    7.3.2.1 Implemented for dynamic path planning and obstacle identification applications

8 DELIVERY ROBOTS MARKET, BY NUMBER OF WHEELS

8.1 INTRODUCTION
FIGURE 41 6 WHEELS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 39 DELIVERY ROBOTS MARKET, BY NUMBER OF WHEELS, 2019–2022 (USD MILLION)
TABLE 40 DELIVERY ROBOTS MARKET, BY NUMBER OF WHEELS, 2023–2028 (USD MILLION)
TABLE 41 DELIVERY ROBOTS MARKET, BY NUMBER OF WHEELS, 2019–2022 (UNITS)
TABLE 42 DELIVERY ROBOTS MARKET, BY NUMBER OF WHEELS, 2023–2028 (UNITS)
8.2 3 WHEELS
  8.2.1 3-WHEELED DELIVERY ROBOTS LIKELY TO SIMPLIFY INDUSTRIAL LOGISTICS OPERATIONS
8.3 4 WHEELS
  8.3.1 4 WHEELS MAKE ROTATING IN PLACE EASY FOR DELIVERY ROBOTS
8.4 6 WHEELS
  8.4.1 6 WHEELS PROVIDE HIGH STABILITY TO DELIVERY ROBOTS

9 DELIVERY ROBOTS MARKET, BY SPEED LIMIT

9.1 INTRODUCTION
FIGURE 42 HIGHER THAN 3 KPH UP TO 6 KPH SEGMENT TO CAPTURE LARGEST SIZE OF DELIVERY ROBOTS MARKET DURING FORECAST PERIOD
TABLE 43 DELIVERY ROBOTS MARKET, BY SPEED LIMIT, 2019–2022 (USD MILLION)
TABLE 44 DELIVERY ROBOTS MARKET, BY SPEED LIMIT, 2023–2028 (USD MILLION)
TABLE 45 DELIVERY ROBOTS MARKET, BY SPEED LIMIT, 2019–2022 (UNITS)
TABLE 46 DELIVERY ROBOTS MARKET, BY SPEED LIMIT, 2023–2028 (UNITS)
9.2 UP TO 3 KPH
  9.2.1 IDEAL FOR APPLICATIONS IN HEALTHCARE INDUSTRY
9.3 3 KPH TO 6 KPH
  9.3.1 SUITABLE FOR DELIVERY OF PACKAGES, IMPORTANT DOCUMENTS, AND FOOD ITEMS
9.4 HIGHER THAN 6 KPH
  9.4.1 DELIVER GOODS IN SHORT TIME

10 DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY

10.1 INTRODUCTION
TABLE 47 DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD MILLION)
TABLE 48 DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD MILLION)
FIGURE 43 FOOD & BEVERAGE INDUSTRY HELD LARGEST MARKET SHARE IN 2022
TABLE 49 DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (UNITS)
TABLE 50 DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (UNITS)
10.2 FOOD & BEVERAGE
  10.2.1 FOOD & BEVERAGE INDUSTRY HELD LARGEST MARKET SHARE IN 2022
TABLE 51 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 52 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 53 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 54 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 55 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 56 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 57 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 58 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 59 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 60 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 61 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (USD THOUSAND)
TABLE 62 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (USD THOUSAND)
TABLE 63 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (UNITS)
TABLE 64 FOOD & BEVERAGE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (UNITS)
10.3 RETAIL
  10.3.1 INCREASING DEMAND FOR DELIVERY ROBOTS IN E-COMMERCE TO FUEL MARKET GROWTH
FIGURE 44 DELIVERY ROBOTS MARKET FOR RETAIL INDUSTRY IN ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 65 RETAIL: DELIVERY ROBOTS MARKET, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 66 RETAIL: DELIVERY ROBOTS MARKET, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 67 RETAIL: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 68 RETAIL: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 69 RETAIL: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 70 RETAIL: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 71 RETAIL: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 72 RETAIL: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 73 RETAIL: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 74 RETAIL: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 75 RETAIL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (USD THOUSAND)
TABLE 76 RETAIL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (USD THOUSAND)
TABLE 77 RETAIL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (UNITS)
TABLE 78 RETAIL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (UNITS)
10.4 HEALTHCARE
  10.4.1 GROWING USE OF DELIVERY ROBOTS IN HOSPITALS TO OPTIMIZE LABOR PRODUCTIVITY TO DRIVE MARKET GROWTH
TABLE 79 HEALTHCARE: DELIVERY ROBOTS MARKET, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 80 HEALTHCARE: DELIVERY ROBOTS MARKET, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 81 HEALTHCARE: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 82 HEALTHCARE: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 83 HEALTHCARE: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 84 HEALTHCARE: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 85 HEALTHCARE: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 86 HEALTHCARE: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 87 HEALTHCARE: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 88 HEALTHCARE: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 89 HEALTHCARE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (USD THOUSAND)
TABLE 90 HEALTHCARE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (USD THOUSAND)
TABLE 91 HEALTHCARE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (UNITS)
TABLE 92 HEALTHCARE: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (UNITS)
10.5 POSTAL
  10.5.1 GROWING ADOPTION OF DELIVERY ROBOTS FOR PACKAGE DELIVERIES TO ACCELERATE MARKET GROWTH
TABLE 93 POSTAL: DELIVERY ROBOTS MARKET, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 94 POSTAL: DELIVERY ROBOTS MARKET, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 95 POSTAL: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 96 POSTAL: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 97 POSTAL: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 98 POSTAL: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 99 POSTAL: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 100 POSTAL: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 101 POSTAL: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 102 POSTAL: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2023–2028 (USD THOUSAND)
FIGURE 45 ROBOTS WITH LOAD CARRYING CAPACITY OF MORE THAN 50 KG TO HOLD LARGEST SHARE OF DELIVERY ROBOTS MARKET FOR POSTAL INDUSTRY BY 2028
TABLE 103 POSTAL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (USD THOUSAND)
TABLE 104 POSTAL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (USD THOUSAND)
TABLE 105 POSTAL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022(UNITS)
TABLE 106 POSTAL: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (UNITS)
10.6 OTHERS
TABLE 107 OTHERS: DELIVERY ROBOTS MARKET, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 108 OTHERS: DELIVERY ROBOTS MARKET, BY REGION, 2023–2028 (USD THOUSAND)
TABLE 109 OTHERS: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 110 OTHERS: DELIVERY ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 111 OTHERS: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 112 OTHERS: DELIVERY ROBOTS MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 113 OTHERS: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD THOUSAND)
TABLE 114 OTHERS: DELIVERY ROBOTS MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD THOUSAND)
TABLE 115 OTHERS: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2019–2022 (USD THOUSAND)
TABLE 116 OTHERS: DELIVERY ROBOTS MARKET IN REST OF THE WORLD, BY REGION, 2023–2028 (USD THOUSAND)
FIGURE 46 ROBOTS WITH LOAD CARRYING CAPACITY OF MORE THAN 50 KG TO HOLD LARGEST SHARE OF DELIVERY ROBOTS MARKET FOR OTHER INDUSTRIES BY 2028
TABLE 117 OTHERS: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (USD THOUSAND)
TABLE 118 OTHERS: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (USD THOUSAND)
TABLE 119 OTHERS: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2019–2022 (UNITS)
TABLE 120 OTHERS: DELIVERY ROBOTS MARKET, BY LOAD CARRYING CAPACITY, 2023–2028 (UNITS)

11 DELIVERY ROBOTS MARKET, BY REGION

11.1 INTRODUCTION
FIGURE 47 DELIVERY ROBOTS MARKET IN SOUTH KOREA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 48 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 121 DELIVERY ROBOTS MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 122 DELIVERY ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
11.2 NORTH AMERICA
FIGURE 49 NORTH AMERICA: DELIVERY ROBOTS MARKET SNAPSHOT
FIGURE 50 US TO CAPTURE LARGEST SIZE OF DELIVERY ROBOTS MARKET IN NORTH AMERICA IN 2028
TABLE 123 NORTH AMERICA: DELIVERY ROBOTS MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 124 NORTH AMERICA: DELIVERY ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 125 NORTH AMERICA: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD MILLION)
TABLE 126 NORTH AMERICA: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD MILLION)
  11.2.1 US
    11.2.1.1 Presence of major ground delivery robot manufacturers to drive market
    11.2.1.2 Regulations for delivery robots in US
  11.2.2 CANADA
    11.2.2.1 Government grants and funds to encourage developments related to robotics to boost market
  11.2.3 MEXICO
    11.2.3.1 Booming e-commerce sector to drive market
11.3 EUROPE
FIGURE 51 EUROPE: DELIVERY ROBOTS MARKET SNAPSHOT
FIGURE 52 SWITZERLAND TO EXHIBIT HIGHEST CAGR IN EUROPE DELIVERY ROBOTS MARKET
TABLE 127 EUROPE: DELIVERY ROBOTS MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 128 EUROPE: DELIVERY ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 129 EUROPE: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD THOUSAND)
TABLE 130 EUROPE: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD THOUSAND)
  11.3.1 UK
    11.3.1.1 High adoption of delivery robots in food & beverage industry to accelerate market growth
  11.3.2 GERMANY
    11.3.2.1 Increasing use of delivery robots for food deliveries to fuel market growth
  11.3.3 SWITZERLAND
    11.3.3.1 Switzerland to register highest CAGR in European delivery robots market during forecast period
  11.3.4 REST OF EUROPE
11.4 ASIA PACIFIC
FIGURE 53 ASIA PACIFIC: DELIVERY ROBOTS MARKET SNAPSHOT
FIGURE 54 SOUTH KOREA TO EXHIBIT HIGHEST CAGR IN ASIA PACIFIC DELIVERY ROBOTS MARKET IN 2028
TABLE 131 ASIA PACIFIC: DELIVERY ROBOTS MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 132 ASIA PACIFIC: DELIVERY ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 133 ASIA PACIFIC: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD MILLION)
TABLE 134 ASIA PACIFIC: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD MILLION)
  11.4.1 CHINA
    11.4.1.1 Growing adoption of delivery robots for e-commerce deliveries to propel market
  11.4.2 JAPAN
    11.4.2.1 Increasing use of delivery robots to fulfill requirements of aging population to support market growth
  11.4.3 SOUTH KOREA
    11.4.3.1 Demand from food & beverage industry to foster market growth
  11.4.4 REST OF ASIA PACIFIC
11.5 REST OF THE WORLD (ROW)
FIGURE 55 REST OF THE WORLD: DELIVERY ROBOTS MARKET SNAPSHOT
FIGURE 56 DELIVERY ROBOTS MARKET IN MIDDLE EAST & AFRICA TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 135 REST OF THE WORLD: DELIVERY ROBOTS MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 136 REST OF THE WORLD: DELIVERY ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 137 REST OF THE WORLD: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2019–2022 (USD MILLION)
TABLE 138 REST OF THE WORLD: DELIVERY ROBOTS MARKET, BY END-USER INDUSTRY, 2023–2028 (USD MILLION)
  11.5.1 MIDDLE EAST & AFRICA
    11.5.1.1 Growing adoption of delivery robots in hospitality and food delivery sectors to favor market growth
  11.5.2 SOUTH AMERICA
    11.5.2.1 Use of delivery robots for e-commerce deliveries to augment market growth

12 COMPETITIVE LANDSCAPE

12.1 OVERVIEW
12.2 MARKET EVALUATION FRAMEWORK
TABLE 139 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN DELIVERY ROBOTS MARKET
  12.2.1 PRODUCT PORTFOLIO
  12.2.2 REGIONAL FOCUS
  12.2.3 MANUFACTURING FOOTPRINT
  12.2.4 ORGANIC/INORGANIC PLAY
12.3 REVENUE ANALYSIS OF TOP PLAYERS IN DELIVERY ROBOTS MARKET
FIGURE 57 REVENUE ANALYSIS OF TOP PLAYERS IN DELIVERY ROBOTS MARKET
12.4 MARKET SHARE ANALYSIS, 2022
TABLE 140 DELIVERY ROBOTS MARKET: DEGREE OF COMPETITION
12.5 COMPANY EVALUATION QUADRANT
  12.5.1 STARS
  12.5.2 PERVASIVE PLAYERS
  12.5.3 EMERGING LEADERS
  12.5.4 PARTICIPANTS
FIGURE 58 DELIVERY ROBOTS MARKET: COMPANY EVALUATION QUADRANT, 2022
12.6 STARTUPS/SMES EVALUATION MATRIX
  12.6.1 PROGRESSIVE COMPANIES
  12.6.2 RESPONSIVE COMPANIES
  12.6.3 DYNAMIC COMPANIES
  12.6.4 STARTING BLOCKS
FIGURE 59 DELIVERY ROBOTS MARKET: STARTUPS/SMES EVALUATION MATRIX, 2022
12.7 DELIVERY ROBOTS MARKET: COMPANY FOOTPRINT
TABLE 141 COMPANY FOOTPRINT
TABLE 142 COMPANY NUMBER OF WHEELS FOOTPRINT
TABLE 143 END-USER INDUSTRY FOOTPRINT OF COMPANIES
TABLE 144 REGIONAL FOOTPRINT OF COMPANIES
12.8 COMPETITIVE BENCHMARKING
TABLE 145 STARTUPS/SMES MATRIX: DETAILED LIST OF KEY STARTUPS
TABLE 146 DELIVERY ROBOTS MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
12.9 COMPETITIVE SCENARIOS AND TRENDS
  12.9.1 PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 147 PRODUCT LAUNCHES AND DEVELOPMENTS, JANUARY 2019–DECEMBER 2022
  12.9.2 DEALS
TABLE 148 DEALS, JANUARY 2019–DECEMBER 2022
  12.9.3 OTHERS
TABLE 149 OTHERS, JANUARY 2019–DECEMBER 2022

13 COMPANY PROFILES

13.1 KEY PLAYERS
(Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
  13.1.1 STARSHIP TECHNOLOGIES
TABLE 150 STARSHIP TECHNOLOGIES: BUSINESS OVERVIEW
  13.1.2 JD.COM, INC.
TABLE 151 JD.COM, INC.: BUSINESS OVERVIEW
FIGURE 60 JD.COM, INC.: COMPANY SNAPSHOT
  13.1.3 PANASONIC HOLDINGS CORPORATION
TABLE 152 PANASONIC HOLDINGS CORPORATION: BUSINESS OVERVIEW
FIGURE 61 PANASONIC HOLDINGS CORPORATION: COMPANY SNAPSHOT
  13.1.4 RELAY ROBOTICS, INC. (SAVIOKE)
TABLE 153 RELAY ROBOTICS, INC: BUSINESS OVERVIEW
  13.1.5 NURO, INC.
TABLE 154 NURO, INC.: BUSINESS OVERVIEW
  13.1.6 BOSTON DYNAMICS
TABLE 155 BOSTON DYNAMICS: BUSINESS OVERVIEW
  13.1.7 ELIPORT
TABLE 156 ELIPORT: BUSINESS OVERVIEW
  13.1.8 KIWIBOT
TABLE 157 KIWIBOT: BUSINESS OVERVIEW
  13.1.9 ALIBABA GROUP HOLDING LIMITED
TABLE 158 ALIBABA GROUP HOLDING LIMITED: BUSINESS OVERVIEW
FIGURE 62 ALIBABA GROUP HOLDING LIMITED: COMPANY SNAPSHOT
  13.1.10 OTTONOMY.IO
TABLE 159 OTTONOMY.IO: BUSINESS OVERVIEW
13.2 OTHER PLAYERS
  13.2.1 PIAGGIO & C. SPA
TABLE 160 PIAGGIO & C. SPA: BUSINESS OVERVIEW
  13.2.2 TELERETAIL
TABLE 161 TELERETAIL: BUSINESS OVERVIEW
  13.2.3 AETHON
TABLE 162 AETHON: BUSINESS OVERVIEW
  13.2.4 CLEVERON
TABLE 163 CLEVERON: BUSINESS OVERVIEW
  13.2.5 UDELV, INC.
TABLE 164 UDELV, INC.: BUSINESS OVERVIEW
  13.2.6 SEGWAY ROBOTICS
TABLE 165 SEGWAY ROBOTICS: BUSINESS OVERVIEW
  13.2.7 POSTMATES INC.
TABLE 166 POSTMATES INC.: BUSINESS OVERVIEW
  13.2.8 EFFIDENCE
TABLE 167 EFFIDENCE: BUSINESS OVERVIEW
  13.2.9 ANYBOTICS
TABLE 168 ANYBOTICS: BUSINESS OVERVIEW
  13.2.10 NEOLIX HUITONG (BEIJING) TECHNOLOGY CO., LTD.
TABLE 169 NEOLIX HUITONG (BEIJING) TECHNOLOGY CO., LTD.: BUSINESS OVERVIEW
  13.2.11 BEIJING ZHEN ROBOTICS CO. LTD
TABLE 170 BEIJING ZHEN ROBOTICS CO. LTD: BUSINESS OVERVIEW
  13.2.12 TWINSWHEEL
TABLE 171 TWINSWHEEL: BUSINESS OVERVIEW
  13.2.13 DELIVERS.AI A.S
TABLE 172 DELIVERS.AI A.S: BUSINESS OVERVIEW
  13.2.14 SHENZHEN REEMAN INTELLIGENT EQUIPMENT CO., LTD.
TABLE 173 SHENZHEN REEMAN INTELLIGENT EQUIPMENT CO., LTD.: BUSINESS OVERVIEW
  13.2.15 PUDU TECHNOLOGY INC.
TABLE 174 PUDU TECHNOLOGY INC.: BUSINESS OVERVIEW
*Details on Business Overview, Products 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.

14 APPENDIX

14.1 DISCUSSION GUIDE
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
14.3 CUSTOMIZATION OPTIONS
14.4 RELATED REPORTS
14.5 AUTHOR DETAILS


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