Global Robotics as a Service Market Size, Share & Industry Trends Analysis Report By Application (Handling, Assembling & Disassembling, Welding & Soldering, Dispensing, Processing), By End User, By Regional Outlook and Forecast, 2022 - 2028

Global Robotics as a Service Market Size, Share & Industry Trends Analysis Report By Application (Handling, Assembling & Disassembling, Welding & Soldering, Dispensing, Processing), By End User, By Regional Outlook and Forecast, 2022 - 2028

The Global Robotics as a Service Market size is expected to reach $3.7 billion by 2028, rising at a market growth of 16.3% CAGR during the forecast period.

Robot as a Service or RaaS is a cloud computing service that makes it possible to integrate robots and other embedded devices into internet and cloud computing ecosystems without any noticeable performance hit. RaaS is advantageous for both consumers and robotic businesses. By leasing robotic equipment and leveraging a cloud-based subscription service, robots as a service enable organizations to benefit from robotic process automation (RPA). This technology's main benefit is that it lessens the requirement for manual IT assistance while enhancing the effectiveness of robotic processes.

Three things are necessary for the deployment of a RaaS in an organization. First, the use of appropriate tools to control the RaaS. The second is to determine the specific degree of services the company requires. The last is to choose a vendor to support the RaaS. X-as-a-Service business models, which supply a specific service instead of a new product to execute the service, are already widespread in the sector. The biggest change in models like this is substituting a billing structure based on the services rendered rather than the product itself for a proportionately high up-front product price.

This is especially true for robotics because users of RaaS business models can access a cloud-based subscription facility and lease robotic devices to gain the advantages of robotic process automation (RPA) rather than buying the hardware outright. RaaS eliminates the hassles of ownership, like paying off a costly piece of equipment and resolving unexpected maintenance needs.

Agile and lean processes are always desired in many industries; businesses should be able to quickly alter operations or output in accordance with market developments. RaaS enables quick changes in product kinds, such as moving swiftly from grid-based "shelve-to-person" automated guided carts (AGCs) to "carton-to-person" case-picking robots. In addition, customers can start or stop mobile robotic systems at any moment as needed. RaaS makes it possible to scale the fleet size more easily and conveniently without worrying about the dangers of future fleet size reductions.

COVID-19 Impact Analysis

The manufacturing curve for semiconductors and electronics also flattened but stayed steady after the pandemic. Additionally, because of the COVID-19 outbreak, there has been an increased focus on reducing hospital-acquired infections, encouraging the adoption of robots for cleaning and sanitation tasks. Robotic technologies, like cleaning and disinfection maintenance robots, were used to combat COVID-19. Increasing uninfected demand gave service robots a new home in this field. Most manufacturers authorized new disinfection robots as a result. The adoption of industrial robots has also reportedly benefited several manufacturing enterprises. Therefore, the pandemic favorably impacted robotics as a service market.

Market Growth Factors

Reduces costs over time and prevents obsolescence

The usage of robotic systems and automation has gradually increased because of labor scarcity and the need to reduce costs. For instance, autonomous forklifts are predicted to be driven by rising warehouse rents and dwindling warehouse availability. In addition, automated handling replaces human interaction in routine tasks, including accurate item storage at a predetermined location, item retrieval, and damage-free delivery of products to certain processing or interface points. Hence, using autonomous forklifts optimizes space utilization while lowering labor expenses. Therefore, the lower costs of operation of robotics and subsequent increase in profits, in the long run, are the primary factors boosting the growth of the robotics as a service market.

Rising growth of the cloud-based models and 5G

The rising use of robots in production facilities worldwide has led to a steady increase in demand for cloud robotics. Cloud robotics aims to integrate system intelligence with the production robots already in place. A high-performance network like 5G, which offers better bandwidth and reduced latency than Wi-Fi, is now required due to the increased usage of cloud robotics in the industrial industry. Real-time video and large dataset activities are supported by 5G. Because it makes it simple to integrate factory-deployed robots with the cloud network, it is becoming more popular in robotics. The market for robotics as a service will grow in the upcoming years due to all these factors.

Market Restraining Factors

Absence of connection between robots & human workforce

Companies must employ skilled engineers as well as programmers to supervise the deployment of robots since they need expert coding and training to carry out jobs. On top of that, when novel software is created, or new robots hit the market, even experienced staff members may require retraining. Moreover, robotic systems must have the temporal, physical, spatial, and social awareness that can be better handled by a wide range of approaches and technologies due to the complexity of difficult real-world tasks. As a result, the market's growth in the upcoming years may be hampered by the lack of contact caused by the complexity of these systems.

Application Outlook

On the basis of application, the robotics as a service market is divided into handling, assembling & disassembling, dispensing, processing, welding & soldering, and others. The handling segment acquired the largest revenue share in the robotics as a service market in 2021. The rapid use of RaaS in the logistics industry is responsible for the segment's growth. Automating repetitive processing processes like polishing and burring, used in the automotive, plastics, rubber & chemicals, and wood sectors leads to optimal processing. These processing applications are typically carried out by SMEs in their manufacturing facilities. The use of RaaS to automate processing operations is anticipated to increase during the projected period due to the rapid expansion of large-scale industries.

End User Outlook

Based on end user, the robotics as a service market is segmented into manufacturing, automotive, aerospace & defense, logistics, healthcare, retail, food & beverages, media & entertainment, and others. The manufacturing segment procured a remarkable growth rate in the robotics as a service market in 2021. The growing trend of autonomous procedures in factories and industries has accelerated the segment's growth. Factories frequently use RaaS systems to improve productivity and streamline processes. They can lessen time limitations and error rates as a result. Even for small companies, the growing usage of robotic systems has greatly reduced operational expenses, accelerating the adoption of RaaS.

Regional Outlook

On the basis of region, the robotics as a service market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment witnessed the highest revenue share in the robotics as a service market in 2021. In North America, small and medium-sized businesses mostly utilize robotics as a service. One of the biggest markets in the region for RaaS is the United States. Robotics is becoming more prevalent in the automobile industry with the introduction of hybrid and electric vehicles. Growing North American businesses are investigating using robots to carry out unpleasant and hazardous tasks.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Berkshire Grey, Inc., Kuka AG (Midea Investment Holding Co., Ltd.), Cyberdyne, Inc., Knightscope, Inc., Locus Robotics, Exotec SAS, Caja Robotics, Hirebotics, Cobalt Robotics and Relay Robotics, Inc.

Recent Strategies Deployed in Robotics as a Service Market

Partnerships, Collaborations & Agreements:

Jan-2023: Locus Robotics announced partnership with Berkshire Grey, a provider of AI-enabled robotic solutions that automate supply chain processes. Under this partnership companies would release their integrated solutions that combine the Berkshire Grey Robotic Shuttle Put Wall with Locus Origin and Locus Vector bots. Moreover, this partnership allows Locus Robotics' customers to take the advantage of enterprise level robotic automation in some of its most business-critical supply chain processes.

Jan-2023: Cobalt Robotics collaborated with johnson Controls, a global leader in smart buildings, creating safe, healthy and sustainable spaces. Under this partnership, Cobalt’s remote guard service would be integrated with Johnson Controls C

  • CURE 9000 access control and event management system. Moreover, with this combination, Cobalt robots listen for alarms and are automatically placed to the location in real-time.

  • Aug-2022: Berkshire Grey, Inc. signed an agreement with FedEx Corp., a provider of wide suite of business, e-commerce and transportation services. Under this agreement, companies would continue innovations in robotic automation that can take off barriers within the supply chain, simplify the physical load on employees and smooth operations.

    Jun-2022: Caja Robotics partnered with Fives Group, an integrator of smart automation solution and advanced material handling. This partnership would aim to solve challenges of warehouse automation across European market.

    May-2022: Berkshire Grey, Inc. came into partnership with Logistex, a provider of warehouse management system and system integrator. This partnership would aim to help companies grow instead of labour scarcity and logistics issues that are twisting supply chains worldwide.

    Mar-2022: Berkshire Grey, Inc. partnered with Swisslog, a provider of data-driven robotics solutions. The partnership would aim to offer robotic solutions to help e-commerce, grocery and retail customers meet the needs of connected customers during the time of managing widespread labor scarcity.

    Mar-2022: KUKA came into collaboration with Wiksfors Technology AB, a start-up focused on the modular house manufacturing industry. This collaboration would allow both companies to meet rising demand for robotics and automation in the construction industry globally.

    Feb-2022: Knightscope, Inc. came into partnership with Allied Universal, a global security and facility services company. The partnership would aim to offer Autonomous Security Robots (ASRs) to the company’s U.S.-based customers to help dissuade crime, improve situational awareness and enhance safety of security proffessionals.

    Product Launches and Product Expansions:

    Jan-2023: Exotec announced the launch of Skypicker, an intelligent picking solution for modern warehouses, Skypath, a modular conveyor system, and Deepsky, end-to-end warehouse software. Through this launch, companies would allow its customers to run scalable, efficient and modular warehouses that expand to fit customer's specific demands.

    Dec-2021: Berkshire Grey, Inc. announced the launch of Robotic Product Sortation (BG RPS) solution, a next generation high-capacity automation solution. The product consists of multiple latest features including a dual wing design that enhances speed by more than 25 percent and increases the simultaneous order processing capacity.

    Sep-2021: Berkshire Grey, Inc. released AI-powered Robotic Shuttle Put Wall (RSPW) solution, an automated put wall that enhances throughput and capacity with robotic automation for eCommerce order fulfillment. The product allows retailers to be more competitve, enhances capacity and meets escalating consumer demand instead of labor scarcity.

    Acquisitions and Mergers:

    Oct-2022: Knightscope acquired CASE Emergency Systems, a developer of autonomous security robots. Through this acquisition CASE Emergency Systems' key clients would contribute to Knightscope’s sales strategy and align with Knightscope’s rising autonomous security business with a complete product suite and expanded physical footprint.

    Sep-2021: Locus Robotics took-over Waypoint Robotics, a manufacturer and developer of fully autonomous mobile robots. This acquisition expands the AMR solutions' product line of Locus that has applications in pallet-picking, ecommerce, case-picking to scenarios needing heavier payloads and fulfillment modalities.

    Scope of the Study

    Market Segments covered in the Report:

    By Application
    • Handling
    • Assembling & Disassembling
    • Welding & Soldering
    • Dispensing
    • Processing
    • Others
    By End User
    • Logistics
    • Automotive
    • Manufacturing
    • Food & Beverages
    • Aerospace & Defense
    • Retail
    • Media & Entertainment
    • Healthcare
    • Others
    By Geography
    • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
    • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
    • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
    • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA
    Companies Profiled
    • Berkshire Grey, Inc.
    • Kuka AG (Midea Investment Holding Co., Ltd.)
    • Cyberdyne, Inc.
    • Knightscope, Inc.
    • Locus Robotics
    • Exotec SAS
    • Caja Robotics
    • Hirebotics
    • Cobalt Robotics
    • Relay Robotics, Inc.
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    Chapter 1. Market Scope & Methodology
    1.1 Market Definition
    1.2 Objectives
    1.3 Market Scope
    1.4 Segmentation
    1.4.1 Global Robotics as a Service Market, by Application
    1.4.2 Global Robotics as a Service Market, by End User
    1.4.3 Global Robotics as a Service Market, by Geography
    1.5 Methodology for the research
    Chapter 2. Market Overview
    2.1 Introduction
    2.1.1 Overview
    2.1.1.1 Market Composition & Scenario
    2.2 Key Factors Impacting the Market
    2.2.1 Market Drivers
    2.2.2 Market Restraints
    Chapter 3. Competition Analysis - Global
    3.1 Recent Industry Wide Strategic Developments
    3.1.1 Partnerships, Collaborations and Agreements
    3.1.2 Product Launches and Product Expansions
    3.1.3 Acquisition and Mergers
    3.2 Top Winning Strategies
    3.2.1 Key Leading Strategies: Percentage Distribution (2018-2022)
    3.2.2 Key Strategic Move: (Partnerships, Collaborations, and Agreements : 2020, Feb – 2023, Jan) Leading Players
    Chapter 4. Global Robotics as a Service Market by Application
    4.1 Global Handling Market by Region
    4.2 Global Assembling & Disassembling Market by Region
    4.3 Global Welding & Soldering Market by Region
    4.4 Global Dispensing Market by Region
    4.5 Global Processing Market by Region
    4.6 Global Others Market by Region
    Chapter 5. Global Robotics as a Service Market by End User
    5.1 Global Logistics Market by Region
    5.2 Global Automotive Market by Region
    5.3 Global Manufacturing Market by Region
    5.4 Global Food & Beverages Market by Region
    5.5 Global Aerospace & Defense Market by Region
    5.6 Global Retail Market by Region
    5.7 Global Media & Entertainment Market by Region
    5.8 Global Healthcare Market by Region
    5.9 Global Others Market by Region
    Chapter 6. Global Robotics as a Service Market by Region
    6.1 North America Robotics as a Service Market
    6.1.1 North America Robotics as a Service Market by Application
    6.1.1.1 North America Handling Market by Country
    6.1.1.2 North America Assembling & Disassembling Market by Country
    6.1.1.3 North America Welding & Soldering Market by Country
    6.1.1.4 North America Dispensing Market by Country
    6.1.1.5 North America Processing Market by Country
    6.1.1.6 North America Others Market by Country
    6.1.2 North America Robotics as a Service Market by End User
    6.1.2.1 North America Logistics Market by Country
    6.1.2.2 North America Automotive Market by Country
    6.1.2.3 North America Manufacturing Market by Country
    6.1.2.4 North America Food & Beverages Market by Country
    6.1.2.5 North America Aerospace & Defense Market by Country
    6.1.2.6 North America Retail Market by Country
    6.1.2.7 North America Media & Entertainment Market by Country
    6.1.2.8 North America Healthcare Market by Country
    6.1.2.9 North America Others Market by Country
    6.1.3 North America Robotics as a Service Market by Country
    6.1.3.1 US Robotics as a Service Market
    6.1.3.1.1 US Robotics as a Service Market by Application
    6.1.3.1.2 US Robotics as a Service Market by End User
    6.1.3.2 Canada Robotics as a Service Market
    6.1.3.2.1 Canada Robotics as a Service Market by Application
    6.1.3.2.2 Canada Robotics as a Service Market by End User
    6.1.3.3 Mexico Robotics as a Service Market
    6.1.3.3.1 Mexico Robotics as a Service Market by Application
    6.1.3.3.2 Mexico Robotics as a Service Market by End User
    6.1.3.4 Rest of North America Robotics as a Service Market
    6.1.3.4.1 Rest of North America Robotics as a Service Market by Application
    6.1.3.4.2 Rest of North America Robotics as a Service Market by End User
    6.2 Europe Robotics as a Service Market
    6.2.1 Europe Robotics as a Service Market by Application
    6.2.1.1 Europe Handling Market by Country
    6.2.1.2 Europe Assembling & Disassembling Market by Country
    6.2.1.3 Europe Welding & Soldering Market by Country
    6.2.1.4 Europe Dispensing Market by Country
    6.2.1.5 Europe Processing Market by Country
    6.2.1.6 Europe Others Market by Country
    6.2.2 Europe Robotics as a Service Market by End User
    6.2.2.1 Europe Logistics Market by Country
    6.2.2.2 Europe Automotive Market by Country
    6.2.2.3 Europe Manufacturing Market by Country
    6.2.2.4 Europe Food & Beverages Market by Country
    6.2.2.5 Europe Aerospace & Defense Market by Country
    6.2.2.6 Europe Retail Market by Country
    6.2.2.7 Europe Media & Entertainment Market by Country
    6.2.2.8 Europe Healthcare Market by Country
    6.2.2.9 Europe Others Market by Country
    6.2.3 Europe Robotics as a Service Market by Country
    6.2.3.1 Germany Robotics as a Service Market
    6.2.3.1.1 Germany Robotics as a Service Market by Application
    6.2.3.1.2 Germany Robotics as a Service Market by End User
    6.2.3.2 UK Robotics as a Service Market
    6.2.3.2.1 UK Robotics as a Service Market by Application
    6.2.3.2.2 UK Robotics as a Service Market by End User
    6.2.3.3 France Robotics as a Service Market
    6.2.3.3.1 France Robotics as a Service Market by Application
    6.2.3.3.2 France Robotics as a Service Market by End User
    6.2.3.4 Russia Robotics as a Service Market
    6.2.3.4.1 Russia Robotics as a Service Market by Application
    6.2.3.4.2 Russia Robotics as a Service Market by End User
    6.2.3.5 Spain Robotics as a Service Market
    6.2.3.5.1 Spain Robotics as a Service Market by Application
    6.2.3.5.2 Spain Robotics as a Service Market by End User
    6.2.3.6 Italy Robotics as a Service Market
    6.2.3.6.1 Italy Robotics as a Service Market by Application
    6.2.3.6.2 Italy Robotics as a Service Market by End User
    6.2.3.7 Rest of Europe Robotics as a Service Market
    6.2.3.7.1 Rest of Europe Robotics as a Service Market by Application
    6.2.3.7.2 Rest of Europe Robotics as a Service Market by End User
    6.3 Asia Pacific Robotics as a Service Market
    6.3.1 Asia Pacific Robotics as a Service Market by Application
    6.3.1.1 Asia Pacific Handling Market by Country
    6.3.1.2 Asia Pacific Assembling & Disassembling Market by Country
    6.3.1.3 Asia Pacific Welding & Soldering Market by Country
    6.3.1.4 Asia Pacific Dispensing Market by Country
    6.3.1.5 Asia Pacific Processing Market by Country
    6.3.1.6 Asia Pacific Others Market by Country
    6.3.2 Asia Pacific Robotics as a Service Market by End User
    6.3.2.1 Asia Pacific Logistics Market by Country
    6.3.2.2 Asia Pacific Automotive Market by Country
    6.3.2.3 Asia Pacific Manufacturing Market by Country
    6.3.2.4 Asia Pacific Food & Beverages Market by Country
    6.3.2.5 Asia Pacific Aerospace & Defense Market by Country
    6.3.2.6 Asia Pacific Retail Market by Country
    6.3.2.7 Asia Pacific Media & Entertainment Market by Country
    6.3.2.8 Asia Pacific Healthcare Market by Country
    6.3.2.9 Asia Pacific Others Market by Country
    6.3.3 Asia Pacific Robotics as a Service Market by Country
    6.3.3.1 China Robotics as a Service Market
    6.3.3.1.1 China Robotics as a Service Market by Application
    6.3.3.1.2 China Robotics as a Service Market by End User
    6.3.3.2 Japan Robotics as a Service Market
    6.3.3.2.1 Japan Robotics as a Service Market by Application
    6.3.3.2.2 Japan Robotics as a Service Market by End User
    6.3.3.3 India Robotics as a Service Market
    6.3.3.3.1 India Robotics as a Service Market by Application
    6.3.3.3.2 India Robotics as a Service Market by End User
    6.3.3.4 South Korea Robotics as a Service Market
    6.3.3.4.1 South Korea Robotics as a Service Market by Application
    6.3.3.4.2 South Korea Robotics as a Service Market by End User
    6.3.3.5 Singapore Robotics as a Service Market
    6.3.3.5.1 Singapore Robotics as a Service Market by Application
    6.3.3.5.2 Singapore Robotics as a Service Market by End User
    6.3.3.6 Malaysia Robotics as a Service Market
    6.3.3.6.1 Malaysia Robotics as a Service Market by Application
    6.3.3.6.2 Malaysia Robotics as a Service Market by End User
    6.3.3.7 Rest of Asia Pacific Robotics as a Service Market
    6.3.3.7.1 Rest of Asia Pacific Robotics as a Service Market by Application
    6.3.3.7.2 Rest of Asia Pacific Robotics as a Service Market by End User
    6.4 LAMEA Robotics as a Service Market
    6.4.1 LAMEA Robotics as a Service Market by Application
    6.4.1.1 LAMEA Handling Market by Country
    6.4.1.2 LAMEA Assembling & Disassembling Market by Country
    6.4.1.3 LAMEA Welding & Soldering Market by Country
    6.4.1.4 LAMEA Dispensing Market by Country
    6.4.1.5 LAMEA Processing Market by Country
    6.4.1.6 LAMEA Others Market by Country
    6.4.2 LAMEA Robotics as a Service Market by End User
    6.4.2.1 LAMEA Logistics Market by Country
    6.4.2.2 LAMEA Automotive Market by Country
    6.4.2.3 LAMEA Manufacturing Market by Country
    6.4.2.4 LAMEA Food & Beverages Market by Country
    6.4.2.5 LAMEA Aerospace & Defense Market by Country
    6.4.2.6 LAMEA Retail Market by Country
    6.4.2.7 LAMEA Media & Entertainment Market by Country
    6.4.2.8 LAMEA Healthcare Market by Country
    6.4.2.9 LAMEA Others Market by Country
    6.4.3 LAMEA Robotics as a Service Market by Country
    6.4.3.1 Brazil Robotics as a Service Market
    6.4.3.1.1 Brazil Robotics as a Service Market by Application
    6.4.3.1.2 Brazil Robotics as a Service Market by End User
    6.4.3.2 Argentina Robotics as a Service Market
    6.4.3.2.1 Argentina Robotics as a Service Market by Application
    6.4.3.2.2 Argentina Robotics as a Service Market by End User
    6.4.3.3 UAE Robotics as a Service Market
    6.4.3.3.1 UAE Robotics as a Service Market by Application
    6.4.3.3.2 UAE Robotics as a Service Market by End User
    6.4.3.4 Saudi Arabia Robotics as a Service Market
    6.4.3.4.1 Saudi Arabia Robotics as a Service Market by Application
    6.4.3.4.2 Saudi Arabia Robotics as a Service Market by End User
    6.4.3.5 South Africa Robotics as a Service Market
    6.4.3.5.1 South Africa Robotics as a Service Market by Application
    6.4.3.5.2 South Africa Robotics as a Service Market by End User
    6.4.3.6 Nigeria Robotics as a Service Market
    6.4.3.6.1 Nigeria Robotics as a Service Market by Application
    6.4.3.6.2 Nigeria Robotics as a Service Market by End User
    6.4.3.7 Rest of LAMEA Robotics as a Service Market
    6.4.3.7.1 Rest of LAMEA Robotics as a Service Market by Application
    6.4.3.7.2 Rest of LAMEA Robotics as a Service Market by End User
    Chapter 7. Company Profiles
    7.1 Berkshire Grey, Inc.
    7.1.1 Company Overview
    7.1.2 Financial Analysis
    7.1.3 Regional Analysis
    7.1.4 Research & Development Expenses
    7.1.5 Recent strategies and developments:
    7.1.5.1 Partnerships, Collaborations, and Agreements:
    7.1.5.2 Product Launches and Product Expansions:
    7.2 Kuka AG (Midea Investment Holding Co., Ltd.)
    7.2.1 Company Overview
    7.2.2 Financial Analysis
    7.2.3 Segmental and Regional Analysis
    7.2.4 Research & Development Expense
    7.2.5 Recent Strategies and Developments:
    7.2.5.1 Partnerships, Collaborations & Agreements:
    7.3 Cyberdyne, Inc.
    7.3.1 Company Overview
    7.3.2 Financial Analysis
    7.3.3 Research & Development Expenses
    7.4 knightscope, Inc.
    7.4.1 Company Overview
    7.4.2 Financial Analysis
    7.4.3 Research & Development Expenses
    7.4.4 Recent strategies and developments:
    7.4.4.1 Partnerships, Collaborations, and Agreements:
    7.4.4.2 Acquisition and Mergers:
    7.5 Locus Robotics
    7.5.1 Company Overview
    7.5.2 Recent strategies and developments:
    7.5.2.1 Partnerships, Collaborations, and Agreements:
    7.5.2.2 Acquisition and Mergers:
    7.6 Exotec SAS
    7.6.1 Company Overview
    7.6.2 Recent strategies and developments:
    7.6.2.1 Partnerships, Collaborations, and Agreements:
    7.6.2.2 Product Launches and Product Expansions:
    7.7 Caja Robotics
    7.7.1 Company Overview
    7.7.2 Recent strategies and developments:
    7.7.2.1 Partnerships, Collaborations, and Agreements:
    7.8 Hirebotics
    7.8.1 Company Overview
    7.9 Cobalt Robotics
    7.9.1 Company Overview
    7.9.2 Recent strategies and developments:
    7.9.2.1 Partnerships, Collaborations, and Agreements:
    7.10. Relay Robotics, Inc.
    7.10.1 Company Overview

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