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Smart Mobile Robots Global Market Insights 2023, Analysis and Forecast to 2028, by Manufacturers, Regions, Technology, Application, Product Type

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    Report

  • 112 Pages
  • July 2023
  • Region: Global
  • Prof Research
  • ID: 5400485
Description Jump to:

Quick Summary:

As the world of corporate enterprise increasingly turns to artificial intelligence and automated systems, the Smart Mobile Robots industry has become a market no forward-thinking business executive can afford to overlook. Whether operating in North America, Europe, South America, the Asia-Pacific region, or MEA, understanding the trends and opportunities in this rapidly-growing sector is paramount.

Our research report provides a comprehensive view of the global Smart Mobile Robots market, with deep insights into regional supply and demand, market share, competitor profiles, and cost structures. Highlighting major players in the markets, such as Irobot, Amazon, KUKA, and many others, this report offers a thorough SWOT analysis of each company, coupled with details of sales volumes and revenue. With distinct assessments of both professional and personal applications, this report provides you with the knowledge to make informed decisions that can shape a future-proof strategy for your organization. Get ahead in your strategic planning with this essential business tool.

This report describes the global market size of Smart Mobile Robots from 2018 to 2022 and its CAGR from 2018 to 2022, and also forecasts its market size to the end of 2028 and its CAGR from 2023 to 2028.

For the geography segment, regional supply, demand, major players, price is presented from 2018 to 2028.

This report covers the following regions:

  • North America
  • South America
  • Asia & Pacific
  • Europe
  • MEA
The key countries for each region are also included such as the United States, China, Japan, India, Korea, ASEAN, Germany, France, UK, Italy, Spain, CIS, and Brazil etc.

For the competitor segment, the report includes global key players of Smart Mobile Robots as well as some small players.

The information for each competitor includes:

  • Company Profile
  • Main Business Information
  • SWOT Analysis
  • Sales Volume, Revenue, Price and Gross Margin
  • Market Share

Applications Segment:

  • Professional Application
  • Personal Application

Types Segment:

  • Field Robot
  • Logistics Robot

Companies Covered:

  • Irobot
  • Amazon
  • KUKA
  • Northrop Grumman
  • LEGO Group
  • Honda Motor
  • Adept Technology
  • Bluefin Robotics Corporation
  • Aethon Inc
  • IAM Robotics
  • Autonomous
Base Year: 2023
Historical Data: from 2018 to 2022
Forecast Data: from 2023 to 2028


This product will be delivered within 1-3 business days.

Table of Contents

Chapter 1 Executive SummaryChapter 2 Abbreviation and Acronyms
Chapter 3 Preface
3.1 Research Scope
3.2 Research Sources
3.2.1 Data Sources
3.2.2 Assumptions
3.3 Research Method
Chapter 4 Market Landscape
4.1 Market Overview
4.2 Classification/Types
4.3 Application/End Users
Chapter 5 Market Trend Analysis
5.1 Introduction
5.2 Drivers
5.3 Restraints
5.4 Opportunities
5.5 Threats
5.6 Covid-19 Impact
Chapter 6 Industry Chain Analysis
6.1 Upstream/Suppliers Analysis
6.2 Smart Mobile Robots Analysis
6.2.1 Technology Analysis
6.2.2 Cost Analysis
6.2.3 Market Channel Analysis
6.3 Downstream Buyers/End Users
Chapter 7 Latest Market Dynamics
7.1 Latest News
7.2 Merger and Acquisition
7.3 Planned/Future Project
7.4 Policy Dynamics
Chapter 8 Trading Analysis
8.1 Export of Smart Mobile Robots by Region
8.2 Import of Smart Mobile Robots by Region
8.3 Balance of Trade
Chapter 9 Historical and Forecast Smart Mobile Robots Market in North America (2018-2028)
9.1 Smart Mobile Robots Market Size
9.2 Smart Mobile Robots Demand by End Use
9.3 Competition by Players/Suppliers
9.4 Type Segmentation and Price
9.5 Key Countries Analysis
9.5.1 United States
9.5.2 Canada
9.5.3 Mexico
Chapter 10 Historical and Forecast Smart Mobile Robots Market in South America (2018-2028)
10.1 Smart Mobile Robots Market Size
10.2 Smart Mobile Robots Demand by End Use
10.3 Competition by Players/Suppliers
10.4 Type Segmentation and Price
10.5 Key Countries Analysis
10.5.1 Brazil
10.5.2 Argentina
10.5.3 Chile
10.5.4 Peru
Chapter 11 Historical and Forecast Smart Mobile Robots Market in Asia & Pacific (2018-2028)
11.1 Smart Mobile Robots Market Size
11.2 Smart Mobile Robots Demand by End Use
11.3 Competition by Players/Suppliers
11.4 Type Segmentation and Price
11.5 Key Countries Analysis
11.5.1 China
11.5.2 India
11.5.3 Japan
11.5.4 South Korea
11.5.5 Southeast Asia
11.5.6 Australia
Chapter 12 Historical and Forecast Smart Mobile Robots Market in Europe (2018-2028)
12.1 Smart Mobile Robots Market Size
12.2 Smart Mobile Robots Demand by End Use
12.3 Competition by Players/Suppliers
12.4 Type Segmentation and Price
12.5 Key Countries Analysis
12.5.1 Germany
12.5.2 France
12.5.3 United Kingdom
12.5.4 Italy
12.5.5 Spain
12.5.6 Belgium
12.5.7 Netherlands
12.5.8 Austria
12.5.9 Poland
12.5.10 Russia
Chapter 13 Historical and Forecast Smart Mobile Robots Market in MEA (2018-2028)
13.1 Smart Mobile Robots Market Size
13.2 Smart Mobile Robots Demand by End Use
13.3 Competition by Players/Suppliers
13.4 Type Segmentation and Price
13.5 Key Countries Analysis
13.5.1 Egypt
13.5.2 Israel
13.5.3 South Africa
13.5.4 Gulf Cooperation Council Countries
13.5.5 Turkey
Chapter 14 Summary For Global Smart Mobile Robots Market (2018-2023)
14.1 Smart Mobile Robots Market Size
14.2 Smart Mobile Robots Demand by End Use
14.3 Competition by Players/Suppliers
14.4 Type Segmentation and Price
Chapter 15 Global Smart Mobile Robots Market Forecast (2023-2028)
15.1 Smart Mobile Robots Market Size Forecast
15.2 Smart Mobile Robots Demand Forecast
15.3 Competition by Players/Suppliers
15.4 Type Segmentation and Price Forecast
Chapter 16 Analysis of Global Key Vendors
16.1 Irobot
16.1.1 Company Profile
16.1.2 Main Business and Smart Mobile Robots Information
16.1.3 SWOT Analysis of Irobot
16.1.4 Irobot Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.2 Amazon
16.2.1 Company Profile
16.2.2 Main Business and Smart Mobile Robots Information
16.2.3 SWOT Analysis of Amazon
16.2.4 Amazon Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.3 KUKA
16.3.1 Company Profile
16.3.2 Main Business and Smart Mobile Robots Information
16.3.3 SWOT Analysis of KUKA
16.3.4 KUKA Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.4 Northrop Grumman
16.4.1 Company Profile
16.4.2 Main Business and Smart Mobile Robots Information
16.4.3 SWOT Analysis of Northrop Grumman
16.4.4 Northrop Grumman Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.5 LEGO Group
16.5.1 Company Profile
16.5.2 Main Business and Smart Mobile Robots Information
16.5.3 SWOT Analysis of LEGO Group
16.5.4 LEGO Group Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.6 Honda Motor
16.6.1 Company Profile
16.6.2 Main Business and Smart Mobile Robots Information
16.6.3 SWOT Analysis of Honda Motor
16.6.4 Honda Motor Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.7 Adept Technology
16.7.1 Company Profile
16.7.2 Main Business and Smart Mobile Robots Information
16.7.3 SWOT Analysis of Adept Technology
16.7.4 Adept Technology Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.8 Bluefin Robotics Corporation
16.8.1 Company Profile
16.8.2 Main Business and Smart Mobile Robots Information
16.8.3 SWOT Analysis of Bluefin Robotics Corporation
16.8.4 Bluefin Robotics Corporation Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.9 Aethon Inc
16.9.1 Company Profile
16.9.2 Main Business and Smart Mobile Robots Information
16.9.3 SWOT Analysis of Aethon Inc
16.9.4 Aethon Inc Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.10 IAM Robotics
16.10.1 Company Profile
16.10.2 Main Business and Smart Mobile Robots Information
16.10.3 SWOT Analysis of IAM Robotics
16.10.4 IAM Robotics Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
16.11 Autonomous
16.11.1 Company Profile
16.11.2 Main Business and Smart Mobile Robots Information
16.11.3 SWOT Analysis of Autonomous
16.11.4 Autonomous Smart Mobile Robots Sales, Revenue, Price and Gross Margin (2018-2023)
Tables and Figures
Table Abbreviation and Acronyms List
Table Research Scope of Smart Mobile Robots Report
Table Data Sources of Smart Mobile Robots Report
Table Major Assumptions of Smart Mobile Robots Report
Figure Market Size Estimated Method
Figure Major Forecasting Factors
Figure Smart Mobile Robots Picture
Table Smart Mobile Robots Classification
Table Smart Mobile Robots Applications List
Table Drivers of Smart Mobile Robots Market
Table Restraints of Smart Mobile Robots Market
Table Opportunities of Smart Mobile Robots Market
Table Threats of Smart Mobile Robots Market
Table Covid-19 Impact For Smart Mobile Robots Market
Table Raw Materials Suppliers List
Table Different Production Methods of Smart Mobile Robots
Table Cost Structure Analysis of Smart Mobile Robots
Table Key End Users List
Table Latest News of Smart Mobile Robots Market
Table Merger and Acquisition List
Table Planned/Future Project of Smart Mobile Robots Market
Table Policy of Smart Mobile Robots Market
Table 2018-2028 Regional Export of Smart Mobile Robots
Table 2018-2028 Regional Import of Smart Mobile Robots
Table 2018-2028 Regional Trade Balance
Figure 2018-2028 Regional Trade Balance
Table 2018-2028 North America Smart Mobile Robots Market Size and Market Volume List
Figure 2018-2028 North America Smart Mobile Robots Market Size and CAGR
Figure 2018-2028 North America Smart Mobile Robots Market Volume and CAGR
Table 2018-2028 North America Smart Mobile Robots Demand List by Application
Table 2018-2023 North America Smart Mobile Robots Key Players Sales List
Table 2018-2023 North America Smart Mobile Robots Key Players Market Share List
Table 2018-2028 North America Smart Mobile Robots Demand List by Type
Table 2018-2023 North America Smart Mobile Robots Price List by Type
Table 2018-2028 United States Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 United States Smart Mobile Robots Import & Export List
Table 2018-2028 Canada Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Canada Smart Mobile Robots Import & Export List
Table 2018-2028 Mexico Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Mexico Smart Mobile Robots Import & Export List
Table 2018-2028 South America Smart Mobile Robots Market Size and Market Volume List
Figure 2018-2028 South America Smart Mobile Robots Market Size and CAGR
Figure 2018-2028 South America Smart Mobile Robots Market Volume and CAGR
Table 2018-2028 South America Smart Mobile Robots Demand List by Application
Table 2018-2023 South America Smart Mobile Robots Key Players Sales List
Table 2018-2023 South America Smart Mobile Robots Key Players Market Share List
Table 2018-2028 South America Smart Mobile Robots Demand List by Type
Table 2018-2023 South America Smart Mobile Robots Price List by Type
Table 2018-2028 Brazil Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Brazil Smart Mobile Robots Import & Export List
Table 2018-2028 Argentina Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Argentina Smart Mobile Robots Import & Export List
Table 2018-2028 Chile Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Chile Smart Mobile Robots Import & Export List
Table 2018-2028 Peru Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Peru Smart Mobile Robots Import & Export List
Table 2018-2028 Asia & Pacific Smart Mobile Robots Market Size and Market Volume List
Figure 2018-2028 Asia & Pacific Smart Mobile Robots Market Size and CAGR
Figure 2018-2028 Asia & Pacific Smart Mobile Robots Market Volume and CAGR
Table 2018-2028 Asia & Pacific Smart Mobile Robots Demand List by Application
Table 2018-2023 Asia & Pacific Smart Mobile Robots Key Players Sales List
Table 2018-2023 Asia & Pacific Smart Mobile Robots Key Players Market Share List
Table 2018-2028 Asia & Pacific Smart Mobile Robots Demand List by Type
Table 2018-2023 Asia & Pacific Smart Mobile Robots Price List by Type
Table 2018-2028 China Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 China Smart Mobile Robots Import & Export List
Table 2018-2028 India Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 India Smart Mobile Robots Import & Export List
Table 2018-2028 Japan Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Japan Smart Mobile Robots Import & Export List
Table 2018-2028 South Korea Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 South Korea Smart Mobile Robots Import & Export List
Table 2018-2028 Southeast Asia Smart Mobile Robots Market Size List
Table 2018-2028 Southeast Asia Smart Mobile Robots Market Volume List
Table 2018-2028 Southeast Asia Smart Mobile Robots Import List
Table 2018-2028 Southeast Asia Smart Mobile Robots Export List
Table 2018-2028 Australia Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Australia Smart Mobile Robots Import & Export List
Table 2018-2028 Europe Smart Mobile Robots Market Size and Market Volume List
Figure 2018-2028 Europe Smart Mobile Robots Market Size and CAGR
Figure 2018-2028 Europe Smart Mobile Robots Market Volume and CAGR
Table 2018-2028 Europe Smart Mobile Robots Demand List by Application
Table 2018-2023 Europe Smart Mobile Robots Key Players Sales List
Table 2018-2023 Europe Smart Mobile Robots Key Players Market Share List
Table 2018-2028 Europe Smart Mobile Robots Demand List by Type
Table 2018-2023 Europe Smart Mobile Robots Price List by Type
Table 2018-2028 Germany Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Germany Smart Mobile Robots Import & Export List
Table 2018-2028 France Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 France Smart Mobile Robots Import & Export List
Table 2018-2028 United Kingdom Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 United Kingdom Smart Mobile Robots Import & Export List
Table 2018-2028 Italy Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Italy Smart Mobile Robots Import & Export List
Table 2018-2028 Spain Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Spain Smart Mobile Robots Import & Export List
Table 2018-2028 Belgium Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Belgium Smart Mobile Robots Import & Export List
Table 2018-2028 Netherlands Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Netherlands Smart Mobile Robots Import & Export List
Table 2018-2028 Austria Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Austria Smart Mobile Robots Import & Export List
Table 2018-2028 Poland Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Poland Smart Mobile Robots Import & Export List
Table 2018-2028 Russia Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Russia Smart Mobile Robots Import & Export List
Table 2018-2028 MEA Smart Mobile Robots Market Size and Market Volume List
Figure 2018-2028 MEA Smart Mobile Robots Market Size and CAGR
Figure 2018-2028 MEA Smart Mobile Robots Market Volume and CAGR
Table 2018-2028 MEA Smart Mobile Robots Demand List by Application
Table 2018-2023 MEA Smart Mobile Robots Key Players Sales List
Table 2018-2023 MEA Smart Mobile Robots Key Players Market Share List
Table 2018-2028 MEA Smart Mobile Robots Demand List by Type
Table 2018-2023 MEA Smart Mobile Robots Price List by Type
Table 2018-2028 Egypt Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Egypt Smart Mobile Robots Import & Export List
Table 2018-2028 Israel Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Israel Smart Mobile Robots Import & Export List
Table 2018-2028 South Africa Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 South Africa Smart Mobile Robots Import & Export List
Table 2018-2028 Gulf Cooperation Council Countries Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Gulf Cooperation Council Countries Smart Mobile Robots Import & Export List
Table 2018-2028 Turkey Smart Mobile Robots Market Size and Market Volume List
Table 2018-2028 Turkey Smart Mobile Robots Import & Export List
Table 2018-2023 Global Smart Mobile Robots Market Size List by Region
Table 2018-2023 Global Smart Mobile Robots Market Size Share List by Region
Table 2018-2023 Global Smart Mobile Robots Market Volume List by Region
Table 2018-2023 Global Smart Mobile Robots Market Volume Share List by Region
Table 2018-2023 Global Smart Mobile Robots Demand List by Application
Table 2018-2023 Global Smart Mobile Robots Demand Market Share List by Application
Table 2018-2023 Global Smart Mobile Robots Key Vendors Sales List
Table 2018-2023 Global Smart Mobile Robots Key Vendors Sales Share List
Figure 2018-2023 Global Smart Mobile Robots Market Volume and Growth Rate
Table 2018-2023 Global Smart Mobile Robots Key Vendors Revenue List
Figure 2018-2023 Global Smart Mobile Robots Market Size and Growth Rate
Table 2018-2023 Global Smart Mobile Robots Key Vendors Revenue Share List
Table 2018-2023 Global Smart Mobile Robots Demand List by Type
Table 2018-2023 Global Smart Mobile Robots Demand Market Share List by Type
Table 2018-2023 Regional Smart Mobile Robots Price List
Table 2023-2028 Global Smart Mobile Robots Market Size List by Region
Table 2023-2028 Global Smart Mobile Robots Market Size Share List by Region
Table 2023-2028 Global Smart Mobile Robots Market Volume List by Region
Table 2023-2028 Global Smart Mobile Robots Market Volume Share List by Region
Table 2023-2028 Global Smart Mobile Robots Demand List by Application
Table 2023-2028 Global Smart Mobile Robots Demand Market Share List by Application
Table 2023-2028 Global Smart Mobile Robots Key Vendors Sales List
Table 2023-2028 Global Smart Mobile Robots Key Vendors Sales Share List
Figure 2023-2028 Global Smart Mobile Robots Market Volume and Growth Rate
Table 2023-2028 Global Smart Mobile Robots Key Vendors Revenue List
Figure 2023-2028 Global Smart Mobile Robots Market Size and Growth Rate
Table 2023-2028 Global Smart Mobile Robots Key Vendors Revenue Share List
Table 2023-2028 Global Smart Mobile Robots Demand List by Type
Table 2023-2028 Global Smart Mobile Robots Demand Market Share List by Type
Table 2023-2028 Smart Mobile Robots Regional Price List
Table Irobot Information
Table SWOT Analysis of Irobot
Table 2018-2023 Irobot Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Irobot Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Irobot Smart Mobile Robots Market Share
Table Amazon Information
Table SWOT Analysis of Amazon
Table 2018-2023 Amazon Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Amazon Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Amazon Smart Mobile Robots Market Share
Table KUKA Information
Table SWOT Analysis of KUKA
Table 2018-2023 KUKA Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 KUKA Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 KUKA Smart Mobile Robots Market Share
Table Northrop Grumman Information
Table SWOT Analysis of Northrop Grumman
Table 2018-2023 Northrop Grumman Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Northrop Grumman Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Northrop Grumman Smart Mobile Robots Market Share
Table LEGO Group Information
Table SWOT Analysis of LEGO Group
Table 2018-2023 LEGO Group Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 LEGO Group Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 LEGO Group Smart Mobile Robots Market Share
Table Honda Motor Information
Table SWOT Analysis of Honda Motor
Table 2018-2023 Honda Motor Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Honda Motor Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Honda Motor Smart Mobile Robots Market Share
Table Adept Technology Information
Table SWOT Analysis of Adept Technology
Table 2018-2023 Adept Technology Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Adept Technology Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Adept Technology Smart Mobile Robots Market Share
Table Bluefin Robotics Corporation Information
Table SWOT Analysis of Bluefin Robotics Corporation
Table 2018-2023 Bluefin Robotics Corporation Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Bluefin Robotics Corporation Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Bluefin Robotics Corporation Smart Mobile Robots Market Share
Table Aethon Inc Information
Table SWOT Analysis of Aethon Inc
Table 2018-2023 Aethon Inc Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Aethon Inc Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Aethon Inc Smart Mobile Robots Market Share
Table IAM Robotics Information
Table SWOT Analysis of IAM Robotics
Table 2018-2023 IAM Robotics Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 IAM Robotics Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 IAM Robotics Smart Mobile Robots Market Share
Table Autonomous Information
Table SWOT Analysis of Autonomous
Table 2018-2023 Autonomous Smart Mobile Robots Sale Volume Price Cost Revenue
Figure 2018-2023 Autonomous Smart Mobile Robots Sale Volume and Growth Rate
Figure 2018-2023 Autonomous Smart Mobile Robots Market Share

Companies Mentioned

  • Irobot
  • Amazon
  • KUKA
  • Northrop Grumman
  • LEGO Group
  • Honda Motor
  • Adept Technology
  • Bluefin Robotics Corporation
  • Aethon Inc
  • IAM Robotics
  • Autonomous

Methodology

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