農業用自律ロボット市場 - 世界および地域別分析：製品別、用途別、サプライチェーン分析、国別分析 - 分析と予測（2023年～2028年）

主要市場統計
予測期間	2023年～2028年
2023年評価	10億2,310万米ドル
2028年予測	31億3,670万米ドル
CAGR	25.12%

世界の農業用自律ロボットの市場規模は、2022年に8億2,840万米ドルとなりました。

同市場は、予測期間中に25.12%のCAGRで拡大し、2028年には31億3,670万米ドルに達すると予測されています。世界の農業用自律ロボット市場の成長は、効率的で持続可能な農業へのニーズの高まりが原動力になると予想されます。

農業用自律ロボットは、人間が常に介入することなく農作業を行うために設計された先進的なシステムです。センサーと人工知能を備え、作物の植え付け、除草、収穫、モニタリングなどの作業を行う。これらのロボットは畑をナビゲートし、リアルタイムで判断を下し、手作業を減らすことで農業の生産性を向上させる。これには、作物収穫ロボット、除草ロボット、搾乳ロボット、監視ロボットなどが含まれます。これらの技術は、収穫量を最適化し、労働力依存を削減し、資源を節約し、製品の品質を向上させ、農業慣行に革命をもたらします。

世界の農業セクターは労働危機に直面しており、カナダの農業業界では移民のシフトにより2025年までに11万4,000人の労働者が不足すると予想されています。自律ロボットは持続可能性、効率性、収穫量を向上させ、農家がコストを削減しながら労働力不足を克服するのに役立ちます。これらのロボットは、より少ない労力と環境負荷で作物の増産を可能にし、将来の食糧安全保障の鍵となります。自律型ロボットを含む自動化は、収穫や整地などの農作業を効率化し、女性や若者に機会を提供します。Africa's Pitch AgriHackのようなイニシアチブは新技術を導入し、農業の変革を支援します。

農業用自律ロボット市場は、世界の農業ビジネスにおける技術改良の高まりにより、予測期間中に急速に発展すると予想されます。市場拡大に影響を与える動向としては、世界の食糧需要の高まり、水資源や耕地の利用可能性の低下、農業労働力の不足、農業投入コストの上昇傾向が挙げられます。これらの要因の複合的な影響により、農業分野や酪農場経営における農業用自律ロボットの広範な導入が促進されると予想されます。自律型ロボットを扱うことで、農家は資源配分を最適化し、作物管理手法を強化し、農業全体の生産性を高め、畜産を強化するためのツールを手に入れることができます。

当レポートでは、世界の農業用自律ロボット市場について調査し、市場の概要とともに、製品別、用途別、地域別の動向、および市場に参入する企業のプロファイルなどを提供しています。

目次

第1章 市場

• 業界の展望
• ビジネスダイナミクス
• 資金調達と投資の情勢

第2章 用途

• 世界の農業用自律ロボット市場（用途別）
  • 作物監視
  • 家畜の監視と管理
  • 収穫と摘取
  • 除草
  • その他

第3章 製品

• 世界の農業自律ロボット市場- （製品別）
  • 作物の収穫およびピッキングロボット
  • 除草ロボット
  • 搾乳ロボット
  • 作物・家畜監視ロボット
  • その他
• サプライチェーン分析
• 価格分析
• アーキテクチャの比較市場の主な製品
• 特許分析

第4章 地域

• 北米
• 南米
• 欧州
• 英国
• 中東・アフリカ
• 中国
• アジア太平洋

第5章 市場-競合ベンチマーキングと企業プロファイル

• 競合ベンチマーキング
  • 競争力マトリックス
  • 市場シェア分析
• 企業プロファイル
  • AGCO Corporation
  • Saga Robotics AS
  • BouMatic
  • DAIRYMASTER
  • Deere & Company
  • GEA Group Aktiengesellschaft
  • Lely
  • Robert Bosch GmbH
  • Trabotyx
  • FarmWise Labs, Inc.
  • XMACHINES
  • Bluewhite

第6章 調査手法

List of Figures

• Figure 1: Scope Definition
• Figure 2: Global Agriculture Autonomous Robots Market: Market Coverage
• Figure 3: Factors Driving the Need for Agriculture Autonomous Robots Market
• Figure 4: Global Agriculture Autonomous Robots Market, $Billion, 2022-2028
• Figure 5: Market Dynamics of the Global Agriculture Autonomous Robots Market
• Figure 6: Global Agriculture Autonomous Robots Market (by Application), $Billion, 2022-2028
• Figure 7: Global Agriculture Autonomous Robots Market (by Product), $Billion, 2022-2028
• Figure 8: Global Agriculture Autonomous Robots Market (by Region), $Billion, 2022
• Figure 9: Global Sales Value of Organic Food Production, $Billion, 2017-2021
• Figure 10: Agriculture Workforce Trend in the U.S, 1950-2050
• Figure 11: Global Percentage Share of Individuals Using Internet in Urban and Rural Areas, 2019-2022
• Figure 12: Share of Key Market Strategies and Developments, January 2019-September 2023
• Figure 13: Share of Product Development and Innovations (by Company), January 2019-September 2023
• Figure 14: Share of Market Development (by Company), January 2019-September 2023
• Figure 15: Share of Mergers and Acquisitions (by Company), January 2019- September 2023
• Figure 16: BouMatic - Case Study
• Figure 17: Tevel
• Figure 18: Investment and Funding Landscape (by Year), $Million, January 2019-September 2023
• Figure 19: Investment and Funding Landscape (by Company), Share (%), 2019-September 2023
• Figure 20: Investment and Funding Landscape (by Country), Share (%), 2019- September 2023
• Figure 21: Supply Chain Analysis of Agriculture Autonomous Robots Market
• Figure 22: Competitive Benchmarking Matrix for Key Agriculture Autonomous Robot Providers
• Figure 23: Market Share Analysis of Global Agriculture Autonomous Robots Market, 2022
• Figure 24: AGCO Corporation: Product and Customer Portfolio Analysis
• Figure 25: Saga Robotics AS: Product and Customer Portfolio Analysis
• Figure 26: BouMatic: Product and Customer Portfolio Analysis
• Figure 27: DAIRYMASTER: Product and Customer Portfolio Analysis
• Figure 28: Deere & Company: Product and Customer Portfolio Analysis
• Figure 29: GEA Group Aktiengesellschaft: Product and Customer Portfolio Analysis
• Figure 30: Lely: Product and Customer Portfolio Analysis
• Figure 31: Robert Bosch GmbH: Product and Customer Portfolio Analysis
• Figure 32: Trabotyx: Product and Customer Portfolio Analysis
• Figure 33: FarmWise Labs, Inc.: Product and Customer Portfolio Analysis
• Figure 34: XMACHINES: Product and Customer Portfolio Analysis
• Figure 35: Bluewhite: Product and Customer Portfolio Analysis
• Figure 36: Data Triangulation
• Figure 37: Top-Down and Bottom-Up Approach
• Figure 38: Assumptions and Limitations

List of Tables

• Table 1: Key Consortiums and Associations in the Agriculture Autonomous Robots Market
• Table 2: Description and Impact of Government Initiative
• Table 3: List of Key Companies Providing Small Robots
• Table 4: Price Range of Key Products Available in the Market
• Table 5: Architectural Comparison of Key Products in the Market

“Global Agriculture Autonomous Robots Market to Reach $3,136.7 Million by 2028.”

Introduction to Agriculture Autonomous Robots Market

KEY MARKET STATISTICS
Forecast Period	2023 - 2028
2023 Evaluation	$1,023.1 Million
2028 Forecast	$3,136.7 Million
CAGR	25.12%

The global agriculture autonomous robots market was valued at $828.4 million in 2022, and it is expected to grow with a CAGR of 25.12% during the forecast period to reach $3,136.7 million by 2028. The growth in the global agriculture autonomous robots market is expected to be driven by the increasing need for efficient and sustainable agriculture practices.

The agriculture autonomous robots are advanced systems designed for farming without constant human intervention. Equipped with sensors and artificial intelligence, they perform tasks such as planting, weeding, harvesting, and monitoring crops. These robots navigate fields, make real-time decisions, and enhance agricultural productivity by reducing manual labor. These include crop harvesting robots, weeding robots, milking robots, and monitoring robots, among others. These technologies optimize yield, cut labor dependency, conserve resources, and improve product quality, revolutionizing farming practices.

The global agriculture sector faces a labor crisis, with Canada's farming industry expecting a shortage of 114,000 workers by 2025 due to immigration shifts. Agriculture robots offer hope, set to revolutionize the field, according to the National Institute of Food and Agriculture (NIFA). Autonomous robots enhance sustainability, efficiency, and crop yields, helping farmers overcome labor shortages while reducing costs. These robots are key to future food security, enabling increased crop production with less effort and environmental impact. Automation, including autonomous robots, streamlines farming tasks such as harvesting and land preparation, offering opportunities for women and youth. Initiatives such as Africa's Pitch AgriHack introduce new technologies, supporting agricultural transformation.

The agriculture autonomous robots market is expected to develop rapidly during the forecast period, owing to rising technological improvements in the worldwide agriculture business. Factors influencing market expansion are escalating worldwide demand for food, diminishing accessibility of water resources and arable land, scarcity of the agricultural workforce, and an upward trend in agricultural input costs. The collective influence of these factors is expected to drive the widespread adoption of agricultural autonomous robots in the agricultural sector and dairy farm management. Handling of autonomous robots provides farmers with the tools to optimize resource allocation, enhance crop management practices, elevate overall agricultural productivity, and enhance livestock production.

Market Segmentation:

Segmentation 1: by Application

• Crop Monitoring
• Livestock Monitoring and Management
• Harvesting and Picking
• Weeding
• Others

Harvesting and Picking to Dominate the Global Agriculture Autonomous Robots Market (by Application)

During the forecast period (2023-2028), the harvesting and picking segment is expected to occupy a significant market share in the global agriculture autonomous robots market. Regions such as North America, the U.K., Europe, and China are anticipated to experience substantial growth in harvesting and picking, which can be attributed to the increasing adoption of precision agriculture practices, rising demand for sustainable farming solutions, and the need to optimize resource utilization for enhanced crop management.

In the rapidly evolving landscape of agriculture, autonomous robots are playing a pivotal role in harvesting and picking applications, revolutionizing the way crops are gathered. These robots are equipped with advanced sensors, computer vision, and machine learning algorithms, enabling them to identify ripe fruits and vegetables with remarkable precision. In the agriculture autonomous robots market, harvesting robots are adept at tasks such as picking fruits, pruning vines, and even sorting produce. Their efficiency is unmatched; they work tirelessly without fatigue, ensuring timely harvests and reducing wastage.

Moreover, these robots address the persistent challenge of labor shortages in the agriculture sector. As the workforce becomes scarcer, the demand for these automated solutions rises. Farmers are increasingly turning to autonomous harvesting robots to optimize their operations, improve productivity, and minimize dependency on manual labor. These technologies not only streamline the harvesting process but also enhance the overall quality of the produce by minimizing damage during picking.

Additionally, autonomous robots are adaptable to various terrains and crop types, making them versatile solutions for different agricultural practices worldwide. As the agriculture industry embraces innovation, the market for autonomous harvesting and picking robots continues to grow, promising a more sustainable and efficient future for farming practices.

Segmentation 2: by Product

• Crop Harvesting and Picking Robot
• Weeding Robot
• Milking Robot
• Crop and Livestock Monitoring Robot
• Others

Crop Harvesting and Picking to Dominate the Global Agriculture Autonomous Robots Market (by Product)

During the forecasted period, the crop harvesting and picking robot segment is expected to hold a significant market share in the global agriculture autonomous robots market. Regions such as North America, the U.K., Europe, and China are expected to experience notable growth in this segment. These regions, characterized by vast geographical areas and diverse terrains, face challenges in achieving efficient logistics and delivery operations.

Crop harvesting and picking robots are pivotal components of the agriculture autonomous robots market, addressing the industry's pressing labor shortage challenges. These robots, equipped with advanced sensors and artificial intelligence, revolutionize the harvesting process. They can identify ripe crops, pick them delicately, and sort them based on quality, all with remarkable precision. This automation not only mitigates labor shortages but also significantly reduces the time and resources required for harvesting, leading to higher efficiency and productivity.

In addition to solving labor-related issues, crop harvesting and picking robots offer several other advantages. They minimize crop damage, enhance the quality of harvested produce, and allow for timely harvesting, which is crucial for certain crops with short harvesting windows. Furthermore, these robots operate tirelessly, day and night, in various weather conditions, ensuring continuous productivity.

The agriculture autonomous robots market's growth in this sector is propelled by the increasing adoption of these robots by farmers worldwide. As technology advances, these robots are becoming more sophisticated and capable of handling various crops and terrains. This trend not only transforms the agricultural landscape but also plays a pivotal role in ensuring a stable and efficient food supply chain for the growing global population.

Segmentation 3: by Region

• North America - U.S., Canada, Mexico
• Europe - Germany, France, Italy, Greece, Ukraine, Netherlands, Belgium, Switzerland, and Rest-of-Europe
• China
• U.K.
• Asia-Pacific - Japan, South Korea, Australia, and Rest-of-Asia-Pacific
• South America - Argentina, Brazil, and Rest-of-South America
• Middle East and Africa - Israel, South Africa, Turkey, and Rest-of-Middle East and Africa

During the forecast period, Europe, North America, and Asia-Pacific are projected to witness substantial demand for agriculture autonomous robots. The consolidation of small farms and the consequent expansion of average field sizes is expected to create favorable conditions for the adoption of agriculture autonomous robots.

The utilization of agriculture autonomous robots market is witnessing a notable expansion in Europe, North America, Asia-Pacific, and the Middle East and Africa. This growth can be attributed to heightened research and development activities, alongside experimental field studies conducted by institutions and government entities aimed at assessing the economic advantages associated with the agriculture autonomous robots market. In South America, China, and the U.K., the rapid proliferation of startup ventures, coupled with the demand for efficient input utilization in food production to minimize costs, is expected to increase the adoption of the agriculture autonomous robots market, consequently stimulating market growth.

Recent Developments in the Global Agriculture Autonomous Robots Market

• In June 2023, Lely announced that Lely Exos, a system for the fully autonomous harvesting and feeding of fresh grass, will be commercially available from mid-2024. With Lely Exos, dairy farmers can use a large part of their grassland production as fresh feed.

• In March 2023, GEA Group Aktiengesellschaft's new generation of the DairyRobot R9500 achieved significantly improved economics in automatic milking. Compared to the previous model, the individual box of the DairyRobot R9500 consumes up to 37% less electricity, power consumption was also reduced by 35% in standby mode, and water consumption was reduced by around 13%.

• In January 2023, Deere & Company launched ExactShot. ExactShot empowers farmers to significantly decrease the required starter fertilizer quantity during planting, reducing it by over 60%. This innovative technology utilizes sensors and robotics to accurately apply starter fertilizer directly onto seeds as they are planted in the soil instead of applying a continuous stream of fertilizer across the entire row of seeds.

Demand - Drivers, Limitations, and Opportunities

Market Drivers: Need for Organic Food Production

Autonomous robots are transforming organic food production by enhancing efficiency and sustainability. They precisely plant, weed, and harvest crops, reducing synthetic pesticide use and cutting labor costs. These robots monitor fields, conduct soil analysis without chemicals, and assess plant health, saving crops from diseases. Demand for organic foods rises due to health consciousness. Robots such as Agrobot E-series and Octinion's Rubicon revolutionize planting and harvesting, while autonomous greenhouse management boosts crop yields by 30%. These innovations reduce chemical dependency, optimize resources, and promote eco-friendly agriculture.

Agricultural labor shortages, stemming from factors such as migration and an aging farm workforce, threaten productivity and inflate production costs. Autonomous robots, developed by companies such as Agrobot and Octinion, perform delicate tasks such as fruit harvesting, bridging the skill gap caused by an aging workforce. These robots enhance efficiency, cut labor costs, and boost productivity. As they become more advanced and accessible, they play a crucial role in sustaining agriculture amid demographic challenges.

Market Challenges: High Initial Investment and Cost

The adoption of agricultural autonomous robots faces hurdles due to high initial investment and ongoing maintenance costs. A study in 'Applied Engineering in Agriculture' revealed that 40% of surveyed farmers cited the primary challenge as the steep initial capital cost. Ongoing expenses for maintenance and software updates further strain budgets. Collaboration between manufacturers and policymakers is essential to create financing plans, subsidies, and incentives, ensuring broader accessibility and driving growth in the autonomous agriculture sector.

Small-scale farmers encounter barriers to adopting autonomous robots due to limited awareness, technical expertise, and internet connectivity. Financial constraints and diverse farming practices further impede adoption, with concerns about job displacement adding to the challenge. Initiatives such as subsidies in India, low-cost designs from the U.S. universities, and leasing programs in the Netherlands aim to make these robots accessible. As affordability and user-friendliness improve, wider adoption among small-scale farmers is anticipated in the coming years.

Market Opportunities: Rise of Small Farm Robots

Globally, 85% of farmers operate small land farms, making small farm robots a financially viable choice. They're affordable, allowing multiple purchases compared to a single large robot, fostering widespread adoption. These adaptable robots navigate complex terrain, perform tasks such as weeding and harvesting, and are eco-friendly due to local production, reducing transportation costs. Innovations such as Tertill and FarmBot Genesis exemplify this trend, transforming smaller-scale farming with automated solutions.

The surge in agricultural autonomous robots is driven by the need for sustainable farming, labor shortages, and rapid robotics advancements. Increased investments fuel the development of robots by both established manufacturers and startups, focusing on tasks such as weeding, planting, harvesting, and livestock management. Innovations such as LettuceBot, capable of harvesting lettuce heads without damage, and the Lely Astronaut A5, a robotic milking system, showcase the industry's progress. These robots enhance productivity, efficiency, and sustainability, indicating a promising future in agriculture.

How can this report add value to an organization?

Product/Innovation Strategy: The product segment helps the reader understand the different technologies used for agriculture autonomous robots and their potential globally. Moreover, the study gives the reader a detailed understanding of the different solutions provided by the agriculture autonomous robot equipment providers, such as imaging, AI, and analyzing. Compared to conventional agricultural methods, the agriculture autonomous robots market enables more exact targeting of planting, weeding, and harvesting, allowing farmers to save money by maximizing the use of their inputs.

Growth/Marketing Strategy: The global agriculture autonomous robots market has seen major development by key players operating in the market, such as business expansion, partnership, collaboration, and joint venture. The favored strategy for the companies has been partnership, collaboration, and joint venture activities to strengthen their position in the global agriculture autonomous robots market.

Competitive Strategy: Key players in the global agriculture autonomous robots market analyzed and profiled in the study, including their market segments covered by distinct products, applications served, and regional presence, as well as the influence of important market tactics. Moreover, a detailed competitive benchmarking of the players operating in the global agriculture autonomous robots market has been done to help the reader understand how players stack against each other, presenting a clear market landscape. Additionally, comprehensive competitive strategies such as partnerships, agreements, and collaborations will aid the reader in understanding the untapped revenue pockets in the market.

Methodology

Key Considerations and Assumptions in Market Engineering and Validation

• The scope of this report has been focused on various types of agriculture autonomous robots market.
• The market revenue has been calculated based on the global agriculture autonomous robots market.
• The base currency considered for the market analysis is US$. Currencies other than the US$ have been converted to the US$ for all statistical calculations, considering the average conversion rate for that particular year.
• The currency conversion rate has been taken from the historical exchange rate of the Oanda website.
• Nearly all the recent developments from January 2019 to September 2023 have been considered in this research study.
• The information rendered in the report is a result of in-depth primary interviews, surveys, and secondary analysis.
• Where relevant information was not available, proxy indicators and extrapolation have been employed.
• Any future economic downturn has not been considered for the market estimation and forecast.
• Technologies currently used are expected to persist through the forecast with no major technological breakthroughs.

Primary Research

The primary sources involve the agriculture autonomous robots industry experts and stakeholders such as data suppliers, platform developers, and service providers. Respondents such as vice presidents, CEOs, marketing directors, and technology and innovation directors have been interviewed to verify this research study's qualitative and quantitative aspects.

The key data points taken from primary sources include:

• validation and triangulation of all the numbers and graphs
• validation of reports segmentation and key qualitative findings
• understanding the competitive landscape
• validation of the numbers of various markets for market type
• percentage split of individual markets for region-wise analysis

Secondary Research

This research study involves the usage of extensive secondary research, directories, company websites, and annual reports. It also makes use of databases, such as Hoovers, Bloomberg, Businessweek, and Factiva, to collect useful and effective information for an extensive, technical, market-oriented, and commercial study of the global market. In addition to the aforementioned data sources, the study has been undertaken with the help of other data sources and websites, such as www.agricultural-robotics.com/fira and www.ifr.org/worldrobotics

Secondary research was done to obtain crucial information about the industry's value chain, revenue models, the market's monetary chain, the total pool of key players, and the current and potential use cases and applications.

Key Market Players and Competition Synopsis

The companies that are profiled have been selected based on inputs gathered from primary experts and analyzing company coverage, product portfolio, and market penetration.

Some Prominent Names Established in the Market are:

Table of Contents

1 Markets

• 1.1 Industry Outlook
  • 1.1.1 Ongoing Trends
    • 1.1.1.1 Emerging Climate Smart Agriculture Practices
    • 1.1.1.2 Emerging Sustainable Solution: Agrivoltaics
  • 1.1.2 Ecosystem/Ongoing Programs
    • 1.1.2.1 Consortiums and Associations
    • 1.1.2.2 Government Initiatives and Their Impacts
• 1.2 Business Dynamics
  • 1.2.1 Business Drivers
    • 1.2.1.1 Need for Organic Food Production
    • 1.2.1.2 Agriculture Labor Shortage
  • 1.2.2 Business Challenges
    • 1.2.2.1 High Initial Investment and Cost
    • 1.2.2.2 Less Adoption among Small-Scale Farmers
  • 1.2.3 Market Strategies and Developments
    • 1.2.3.1 Business Strategies
      • 1.2.3.1.1 Product Development and Innovations
      • 1.2.3.1.2 Market Development
    • 1.2.3.2 Corporate Strategies
      • 1.2.3.2.1 Mergers and Acquisitions
      • 1.2.3.2.2 Partnerships, Collaborations, Joint Ventures, and Alliances
      • 1.2.3.2.3 Others
  • 1.2.4 Business Opportunities
    • 1.2.4.1 Rise of Small Farm Robots
    • 1.2.4.2 Focus on Innovative Solutions
  • 1.2.5 Case Studies
• 1.3 Funding and Investment Landscape
  • 1.3.1 Funding Analysis (by Year)
  • 1.3.2 Funding Analysis (by Company)
  • 1.3.3 Funding Analysis (by Country)

2 Application

• 2.1 Global Agriculture Autonomous Robots Market (by Application)
  • 2.1.1 Crop Monitoring
  • 2.1.2 Livestock Monitoring and Management
  • 2.1.3 Harvesting and Picking
  • 2.1.4 Weeding
  • 2.1.5 Others

3 Products

• 3.1 Global Agriculture Autonomous Robots Market - (by Product)
  • 3.1.1 Crop Harvesting and Picking Robots
  • 3.1.2 Weeding Robots
  • 3.1.3 Milking Robots
  • 3.1.4 Crop and Livestock Monitoring Robots
  • 3.1.5 Others
• 3.2 Supply Chain Analysis
• 3.3 Pricing Analysis
• 3.4 Architectural Comparison Key Products in the Market
• 3.5 Patent Analysis

4 Regions

• 4.1 North America
  • 4.1.1 U.S.
  • 4.1.2 Canada
  • 4.1.3 Mexico
• 4.2 South America
  • 4.2.1 Brazil
  • 4.2.2 Argentina
  • 4.2.3 Rest-of-South America
• 4.3 Europe
  • 4.3.1 Italy
  • 4.3.2 France
  • 4.3.3 Germany
  • 4.3.4 Netherland
  • 4.3.5 Belgium
  • 4.3.6 Switzerland
  • 4.3.7 Greece
  • 4.3.8 Ukraine
  • 4.3.9 Rest-of-Europe
• 4.4 U. K.
• 4.5 Middle East and Africa
  • 4.5.1 Israel
  • 4.5.2 South Africa
  • 4.5.3 Turkey
  • 4.5.4 Rest-of-Middle East and Africa
• 4.6 China
• 4.7 Asia-Pacific
  • 4.7.1 South Korea
  • 4.7.2 Australia
  • 4.7.3 Japan
  • 4.7.4 Rest-of Asia-Pacific

5 Markets - Competitive Benchmarking & Company Profiles

• 5.1 Competitive Benchmarking
  • 5.1.1 Competitive Position Matrix
  • 5.1.2 Market Share Analysis
• 5.2 Company Profiles
  • 5.2.1 AGCO Corporation
    • 5.2.1.1 Company Overview
    • 5.2.1.2 Product and Customer Portfolio Analysis
  • 5.2.2 Saga Robotics AS
    • 5.2.2.1 Company Overview
    • 5.2.2.2 Product and Customer Portfolio Analysis
  • 5.2.3 BouMatic
    • 5.2.3.1 Company Overview
    • 5.2.3.2 Product and Customer Portfolio Analysis
  • 5.2.4 DAIRYMASTER
    • 5.2.4.1 Company Overview
    • 5.2.4.2 Product and Customer Portfolio Analysis
  • 5.2.5 Deere & Company
    • 5.2.5.1 Company Overview
    • 5.2.5.2 Product and Customer Portfolio Analysis
  • 5.2.6 GEA Group Aktiengesellschaft
    • 5.2.6.1 Company Overview
    • 5.2.6.2 Product and Customer Portfolio Analysis
  • 5.2.7 Lely
    • 5.2.7.1 Company Overview
    • 5.2.7.2 Product and Customer Portfolio Analysis
  • 5.2.8 Robert Bosch GmbH
    • 5.2.8.1 Company Overview
    • 5.2.8.2 Product and Customer Portfolio Analysis
  • 5.2.9 Trabotyx
    • 5.2.9.1 Company Overview
    • 5.2.9.2 Product and Customer Portfolio Analysis
  • 5.2.10 FarmWise Labs, Inc.
    • 5.2.10.1 Company Overview
    • 5.2.10.2 Product and Customer Portfolio Analysis
  • 5.2.11 XMACHINES
    • 5.2.11.1 Company Overview
    • 5.2.11.2 Product and Customer Portfolio Analysis
  • 5.2.12 Bluewhite
    • 5.2.12.1 Company Overview
    • 5.2.12.2 Product and Customer Portfolio Analysis

6 Research Methodology

• 6.1 Data Sources
  • 6.1.1 Primary Data Sources
  • 6.1.2 Secondary Data Sources
• 6.2 Market Estimation and Forecast
  • 6.2.1 Factors for Data Prediction and Modeling