Global AI Robots Market Report By Offering (Software, Hardware, Services), By Robot Type (Service Robots, Industrial Robots), By Technology (Machine Learning, Computer Vision, Context Awareness, Natural Language Processing, Others), By Deployment Mode (Cloud, On-premises), By End-User Industry (Military & Defence, Law Enforcement, Personal Assistance and Caregiving, Security and Surveillance, Public Relations, Education and Entertainment, Research and Space Exploration, Others), By Region and Companies - Industry Segment Outlook, Market Assessment, Competition Scenario, Trends and Forecast 2024-2033
- Published date: August 2024
- Report ID: 126572
- Number of Pages: 242
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Report Overview
The Global AI Robots Market size is expected to be worth around USD 111.9 Billion by 2033, from USD 15.2 Billion in 2023, growing at a CAGR of 22.1% during the forecast period from 2024 to 2033.
The AI Robots market refers to the development and deployment of robots powered by artificial intelligence. These robots can perform tasks autonomously or semi-autonomously, using AI to make decisions, learn from experiences, and adapt to new situations.
In this market, AI robots are used across various industries, including manufacturing, healthcare, logistics, and retail. They can perform complex tasks such as assembling products, assisting in surgeries, managing inventories, and even providing customer service. AI robots improve efficiency, reduce human error, and operate continuously without fatigue.
The market is driven by advancements in artificial intelligence and the growing need for automation in businesses. AI robots are becoming more intelligent, versatile, and cost-effective, making them accessible to a wider range of industries.
The AI robots market is experiencing substantial growth, driven by increased adoption across multiple sectors including manufacturing, healthcare, and logistics. This growth reflects broader trends in automation and technological advancements that are redefining industry standards globally.
In the manufacturing sector, robot density—a measure of robot adoption relative to the workforce—has become a key indicator of automation’s penetration. Globally, there are now 113 installed industrial robots per 10,000 employees in the manufacturing industry.
South Korea is a notable leader in this domain, with an impressive 1,000 robots per 10,000 workers, followed by Singapore with 670, and Japan and Germany, both close to 400. In comparison, the United States and China have 274 and 322 robots per 10,000 workers respectively. China’s aggressive expansion in robotics is largely fueled by substantial government support, including a significant $135 billion investment in 2018 by Guangdong province to advance automation.
The healthcare sector is also witnessing transformative changes through the integration of AI and robotics, particularly in patient care, diagnostics, and logistics. Around 46% of healthcare companies utilize AI to mitigate supply chain disruptions, highlighting the critical role of robotics in enhancing operational efficiency within this sector.
The logistics industry, facing a significant shortage of over 3 million truck drivers globally, has turned to robotics to streamline operations. AI-enabled robots are increasingly deployed in warehouses to automate tasks like picking, packing, and transport, leading to a 44% growth in sales of professional service robots from 2021 to 2022. This shift not only addresses labor shortages but also improves process efficiencies and reduces operational costs.
According to the International Federation of Robots (IFR), the U.S. manufacturing sector’s investment in automation has also intensified, with total installations of industrial robots rising by 12%, reaching 44,303 units in 2023. This uptick reflects the sector’s ongoing efforts to enhance productivity and maintain competitiveness in a rapidly evolving market landscape.
As industries across the globe increasingly embrace AI in robotics, the potential for enhanced efficiency, reduced costs, and improved outputs is becoming more evident. This trend is poised to continue, shaping the future of work and production in numerous sectors and presenting significant opportunities for stakeholders within the AI robots market.
Key Takeaways
- The AI Robots Market was valued at USD 15.2 billion in 2023 and is expected to reach USD 111.9 billion by 2033, with a CAGR of 22.1%.
- In 2023, Services dominated the offering segment with 39% due to the growing demand for AI-driven solutions.
- In 2023, Industrial Robots led the robot type segment with 60%, reflecting their widespread use in manufacturing and production.
- In 2023, Machine Learning led the technology segment with 35%, highlighting its crucial role in AI robot functionalities.
- In 2023, North America held the dominant region position with 33% market share, driven by advancements in AI robotics.
Offering Analysis
Services dominate with 39% due to their critical role in supporting AI robot functionality and integration.
In the AI robots market, Services emerge as the dominant offering, holding a 39% share. This prominence is primarily due to the essential support these services provide in deploying, maintaining, and optimizing AI robot operations. Services include various activities such as installation, repair, software updates, and training, which are crucial for ensuring that AI robots perform optimally and deliver the intended benefits.
These services are integral to the successful integration of AI robotics into daily operations, whether in industrial settings, healthcare, or personal assistance. They help organizations adapt to and maximize their investments in AI technology, ensuring that robots are well-maintained, up-to-date, and functioning according to users’ evolving needs.
While Services lead the market, Software and Hardware also play vital roles. Software provides the intelligence for AI robots, enabling them to perform tasks such as data analysis, decision making, and learning from interactions. Hardware includes the physical components of robots, which are essential for their mobility, operation, and interaction with the environment.
The collaboration among Software, Hardware, and Services is crucial for the growth and effectiveness of AI robotics. Advances in one component often drive improvements in others, leading to enhanced capabilities and new applications for AI robots across various industries.
Robot Type Analysis
Industrial Robots lead with 60% due to their efficiency and precision in manufacturing and production tasks.
Industrial Robots dominate the robot type segment within the AI robots market, with a 60% share. This dominance is driven by their ability to perform tasks with high efficiency and precision in manufacturing settings, which significantly enhances productivity and reduces operational costs. Industrial robots are equipped with AI to handle complex tasks such as assembly, painting, and inspection with high accuracy and minimal human intervention.
These smart robots are crucial in industries where consistency, speed, and quality are paramount. They not only improve production capabilities but also ensure worker safety by undertaking hazardous tasks, thereby reducing workplace accidents.
Service Robots, although a smaller segment, are also significant. They perform tasks such as cleaning, delivery, and assistance roles in various environments, including hospitals, hotels, and homes. As AI technology advances, the capabilities of Service Robots expand, making them more versatile and integral to daily operations in numerous sectors.
The robust growth of Industrial Robots continues to drive innovations in robot design, functionality, and AI integration, pushing the boundaries of what these machines can achieve. Meanwhile, the evolving capabilities of Service Robots indicate a growing market that complements the industrial applications, highlighting the diverse potential of AI robotics in modern economies.
Technology Analysis
Machine Learning dominates with 35% due to its ability to enhance robot autonomy and decision-making capabilities.
Machine Learning is the leading technology in the AI robots market, accounting for a 35% share. This technology’s prominence is due to its capability to enable robots to learn from data and experiences, enhancing their autonomy and decision-making abilities. Machine Learning allows robots to improve their operations over time, adapting to new tasks and environments without explicit programming.
This technology is particularly valuable in applications requiring complex decision-making and pattern recognition, such as navigating unpredictable environments or customizing manufacturing processes to varying specifications. As robots become more integrated into everyday activities, the ability of Machine Learning to process and adapt to diverse datasets is increasingly crucial.
Other technologies such as Computer Vision, Context Awareness, Natural Language Processing, and others also contribute significantly to the AI robots market. Computer Vision enables robots to interpret and interact with their surroundings, which is essential for tasks like object recognition and spatial navigation. Context Awareness allows robots to make sense of their environment and adjust their behavior accordingly. Natural Language Processing facilitates communication between humans and robots, making user interactions more natural and effective.
Each of these technologies plays a critical role in the development and enhancement of AI robots, contributing to the growth and diversification of applications across industries. As these technologies advance, they collectively drive the adoption and capabilities of AI robots, expanding their impact and utility in various sectors.
Deployment Mode Analysis
Cloud leads with 53% due to its scalability and accessibility, enhancing AI robot functionality across diverse locations.
Cloud deployment holds a majority share in the deployment modes for AI robots, with a 53% market presence. This dominance is largely due to the scalability, flexibility, and enhanced data management capabilities that cloud platforms offer. Cloud-based AI allows robots to access vast amounts of data and computational power, which is not feasible with on-premises deployments.
The cloud enables continuous updates and learning, allowing robots to improve their performance and capabilities dynamically. It also facilitates easier integration with other cloud services, enhancing the functionality of AI robots through additional APIs and data streams.
On-premises deployment, while offering more control over data and systems, is less flexible than cloud solutions. It requires significant upfront investment and ongoing maintenance, making it less appealing for organizations seeking agile and cost-effective solutions.
The prevalence of cloud deployment in the AI robots market is expected to grow as the demand for more intelligent, interconnected, and scalable robot solutions increases. This trend is likely to continue, driven by advancements in cloud technology and the expanding capabilities of AI robots to perform more complex and varied tasks across industries.
End-User Industry Analysis
Military & Defence lead with 22% due to their high investment in advanced technologies for enhanced operational capabilities.
The Military & Defence industry is the leading end-user of AI robots, with a 22% share of the market. This sector’s significant investment in AI robotics is driven by the need for advanced technologies that can enhance operational capabilities and ensure safety. AI robots in this sector perform a range of tasks, from surveillance and reconnaissance to bomb disposal and combat support, reducing the risk to human life and improving the effectiveness of military operations.
These robots are equipped with sophisticated sensors and navigation systems, allowing them to operate in diverse and challenging environments. The integration of AI enhances their ability to make autonomous decisions, adapt to new situations, and learn from past experiences, which is crucial in dynamic combat scenarios.
Other industries such as Law Enforcement, Personal Assistance and Caregiving, Security and Surveillance, Public Relations, Education and Entertainment, Research and Space Exploration, and Others also significantly benefit from AI robots. Each of these sectors utilizes AI robots for specific tasks tailored to their needs, contributing to the broad adoption and adaptation of robotic technology across fields.
The Military & Defence industry’s role as a market leader not only highlights the critical importance of AI robots in high-stakes environments but also drives technological advancements that benefit other industries. This cross-industrial benefit enriches the AI robots market, fostering innovation and the development of new applications that continue to expand the boundaries of what these technologies can achieve.
Key Market Segments
By Offering
- Software
- Hardware
- Services
By Robot Type
- Service Robots
- Industrial Robots
By Technology
- Machine Learning
- Computer Vision
- Context Awareness
- Natural Language Processing
- Others
By Deployment Mode
- Cloud
- On-premises
By End-User Industry
- Military & Defence
- Law Enforcement
- Personal Assistance and Caregiving
- Security and Surveillance
- Public Relations
- Education and Entertainment
- Research and Space Exploration
- Others
Driver
Technological Advancements and Increasing Automation Demand Drive Market Growth
The growth of the AI Robots Market is significantly driven by rapid technological advancements and the increasing demand for automation across various industries. As AI technology continues to evolve, robots are becoming more intelligent and capable, allowing them to perform complex tasks with greater efficiency and precision.
Moreover, the growing emphasis on improving workplace safety is further fueling the demand for AI robots. In environments where human workers are exposed to hazardous conditions, AI robots are being deployed to perform dangerous tasks, thereby minimizing risks and ensuring safety.
Additionally, the surge in demand for AI-driven solutions in customer service and retail is another critical factor. Robots equipped with AI are being used to enhance customer interactions, provide personalized services, and streamline operations, which is driving their adoption in these sectors.
Furthermore, the integration of AI with robotics in the healthcare sector is revolutionizing patient care. From surgical robots to AI-driven diagnostic tools, the healthcare industry is increasingly relying on AI robots to improve accuracy, reduce human error, and enhance patient outcomes.
Restraint
High Costs and Ethical Concerns Restraints Market Growth
High costs, ethical concerns, technical limitations, and regulatory uncertainty collectively restrain the growth of the AI Robots market. High costs are a significant barrier, as the development, deployment, and maintenance of AI robots require substantial investment in advanced technology, infrastructure, and specialized expertise.
Ethical concerns further complicate the market landscape. The deployment of AI robots raises questions about job displacement, privacy, and the potential misuse of AI, which can lead to public resistance and slower adoption rates. Companies may hesitate to fully integrate AI robots due to these ethical implications, fearing backlash or regulatory scrutiny.
Technical limitations also play a crucial role in restraining market growth. AI robots rely on sophisticated algorithms and sensor technologies that are still evolving. These limitations can result in inconsistent performance, making companies cautious about relying heavily on AI robots for critical operations.
Regulatory uncertainty adds another layer of complexity. The AI robots market is subject to evolving regulations and standards, particularly concerning safety, liability, and data protection. This uncertainty can deter investment and slow down the pace of innovation, as companies navigate the changing regulatory environment.
Opportunity
Expanding Applications and Customization Capabilities Provide Opportunities
The expanding applications of AI robots across various industries present significant opportunities for players in the AI Robots Market. As industries continue to explore new ways to integrate AI robots into their operations, the demand for customized solutions that meet specific needs is on the rise. This trend offers opportunities for companies to develop specialized AI robots tailored to unique industrial applications, enhancing their market position and customer satisfaction.
Moreover, the opportunity to leverage AI robots in emerging fields such as agriculture and environmental monitoring is another area ripe for exploration. AI robots equipped with advanced sensors and analytics capabilities can optimize farming processes, monitor environmental conditions, and support sustainable practices, opening up new avenues for growth.
Additionally, the increasing use of educational robots in training offers further opportunities. As educational institutions adopt AI-driven tools to enhance learning experiences, there is a growing market for robots that can provide interactive and personalized education, making learning more engaging and effective.
Furthermore, the development of AI robots for smart homes and personal assistance is expanding the consumer market. As more households adopt smart technologies, the demand for AI-driven robots that can assist with daily tasks, provide companionship, and enhance home security is expected to grow.
Challenge
Technical Complexity and Public Perception Challenges Market Growth
Technical complexity, public perception, integration difficulties, and the scarcity of skilled professionals collectively challenge the growth of the AI Robots market. Technical complexity is a major hurdle, as developing and deploying AI robots involves advanced algorithms, intricate sensor systems, and robust hardware. This complexity requires significant expertise and resources, making it difficult for many companies to implement AI robotics effectively.
Public perception presents another challenge. There is widespread concern about the impact of AI robots on employment and privacy, which can lead to resistance from both the public and workers. This skepticism can slow down the adoption of AI robots, as companies may be wary of potential backlash or negative publicity.
Integration difficulties also hinder market growth. AI robots need to be seamlessly integrated into existing systems and workflows, which can be challenging due to compatibility issues with legacy systems. This integration process can be costly and time-consuming, further complicating the adoption of AI robots.
The scarcity of skilled professionals is another significant challenge. The development and maintenance of AI robots require specialized knowledge in AI, robotics, and data science. The limited availability of such expertise can slow down innovation and deployment, as companies struggle to find the talent needed to advance their AI robotics initiatives.
Growth Factors
- Advancements in AI and Machine Learning: Continuous improvements in AI and machine learning algorithms are enhancing the capabilities of robots, enabling them to perform complex tasks with greater precision and efficiency, which drives their adoption in diverse industries.
- Rising Demand for Automation: The growing need to automate repetitive and labor-intensive tasks is driving the demand for AI robots, particularly in manufacturing, healthcare, and logistics, where efficiency and cost reduction are crucial.
- Labor Shortages and Aging Workforce: In regions facing labor shortages and an aging workforce, AI robots are increasingly being used to fill gaps, ensuring that critical industries can maintain productivity despite demographic challenges.
- Increased Focus on Workplace Safety: AI robots are being deployed to perform hazardous tasks, reducing the risk of injury to human workers and improving overall workplace safety, which is a major priority for many organizations.
- Customization and Flexibility in Robotics: The ability of AI robots to be customized for specific tasks and adapt to different environments is driving their adoption in industries that require flexible and versatile automation solutions.
- Cost Reduction in Robotics: As the cost of AI technologies and robotics continues to decline, more companies are able to invest in AI robots, making these advanced tools accessible to a broader range of businesses, including small and medium-sized enterprises.
Emerging Trends
- AI Robots in Healthcare: The use of AI robots in healthcare is expanding, with robots being used for tasks such as surgery, patient care, and rehabilitation. This trend is driven by the need for precision, efficiency, and improved patient outcomes.
- Robotics in E-Commerce and Logistics: AI robots are increasingly being deployed in e-commerce and logistics to manage inventory, fulfill orders, and optimize supply chains. This trend is fueled by the growing demand for faster and more efficient delivery services.
- AI Robots for Environmental Monitoring: AI-powered robots are being used for environmental monitoring and conservation efforts, such as tracking wildlife, monitoring pollution levels, and managing natural resources, highlighting the role of robotics in sustainability.
- Collaborative Robots (Cobots): The rise of collaborative robots, or cobots, which work alongside humans in industrial settings, is creating new opportunities for automation in environments that require human-robot collaboration, such as manufacturing and assembly lines.
- AI Robots in Education and Training: The use of AI robots in education and training is growing, with robots being used to teach, train, and assist students and professionals, offering interactive and personalized learning experiences.
- Autonomous Mobile Robots (AMRs): The development of autonomous mobile robots, which can navigate and operate independently in complex environments, is creating new opportunities in sectors such as agriculture, warehousing, and security, where mobility and autonomy are key.
Regional Analysis
North America Dominates with 33% Market Share in the AI Robots Market
North America’s strong position in the AI robots market, capturing a 33% share and generating USD 5.02 billion, is fueled by its advanced technological development and substantial investments in AI and robotics. The region’s thriving tech sector and leading academic research institutions are critical to this success.
North America benefits from a highly skilled workforce and cutting-edge research facilities that drive innovation in AI robotics. The integration of AI robots across various industries such as manufacturing, healthcare, and logistics enhances productivity and efficiency, solidifying the region’s market dominance.
The outlook for North America in the AI robots market remains promising. Continuous advancements in technology, coupled with supportive policies and funding for AI research, are expected to further boost the region’s market leadership, impacting global trends in robotics.
Regional Mentions for Other Areas:
- Europe: Europe’s focus on innovation and stringent regulations on robot and AI development support a sustainable growth environment. The region is known for its high-quality manufacturing standards and is advancing rapidly in adopting AI robots for industrial and consumer applications.
- Asia Pacific: Asia Pacific is a fast-growing market for AI robots, driven by its expanding manufacturing capabilities and increased adoption of automation technologies. The region’s significant investments in AI and robotics research are set to enhance its market share.
- Middle East & Africa: The Middle East and Africa are gradually incorporating AI robots, mainly in sectors like healthcare and infrastructure. The region’s growing emphasis on technological adoption to diversify economies presents opportunities for significant market expansion.
- Latin America: Latin America is developing its AI robots market through increased technological integration in manufacturing and public services. Although still emerging, the market is expected to grow due to rising tech literacy and strategic investments in AI technologies.
Key Regions and Countries Covered in the Report
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Italy
- Russia
- Spain
- Rest of Europe
- Asia Pacific
- China
- Japan
- South Korea
- India
- Rest of Asia-Pacific
- South America
- Brazil
- Argentina
- Rest of South America
- Middle East & Africa
- GCC
- South Africa
- Israel
- Rest of MEA
Key Players Analysis
The AI Robots market is driven by a few key companies that lead in innovation and have a strong market presence. NVIDIA, IBM, and Alphabet are the top players shaping the future of AI robotics.
NVIDIA is a leader in providing the advanced GPUs and AI platforms that power AI robots. Their technology is crucial for enabling real-time processing and complex computations, which are essential for robotics. NVIDIA’s strong focus on AI research and its wide adoption across industries position it as a key player in the AI robotics market.
IBM plays a significant role with its AI solutions, particularly through IBM Watson. Watson’s capabilities in machine learning and data processing are widely used in robotics for tasks such as natural language processing and decision-making. IBM’s reputation for enterprise-level AI solutions and its focus on integrating AI with robotics strengthen its market influence.
Alphabet, Google’s parent company, impacts the market with its AI and robotics research through subsidiaries like DeepMind and X (formerly Google X). Alphabet’s advancements in AI, combined with its financial resources and innovative culture, make it a powerful force in developing intelligent robots. Their focus on long-term innovation and cutting-edge technology positions them as a major influencer in the AI robotics field.
These companies lead the AI Robots market with their advanced technologies, strategic investments, and strong industry presence. Their innovations are transforming the capabilities of robots, enabling smarter, more efficient machines that are shaping the future of various industries.
Top Key Players in the Market
- NVIDIA
- IBM
- Alphabet
- ABB
- Brain Corporation
- CloudMinds Technology Inc.
- DataRobot, Inc.
- Fanuc
- Hanson Robotics Ltd.
- Harman International Industries
Recent Developments
- November 2023: ABB is set to complete the expansion of its North American robotics headquarters in Michigan. The $20 million investment will enhance production capacity and help meet increasing demand for automation in sectors such as logistics, healthcare, and manufacturing. This expansion also introduces AI-powered robots for tasks like material handling and assembly, creating more efficient and flexible production lines. The project is expected to create 72 highly skilled jobs and increase the number of robots manufactured in the U.S. for the Americas market.
- 2023: NVIDIA continues to see strong demand for AI-based robots across industries like logistics and healthcare. Their focus on advanced simulation technologies allows AI robots to be trained in virtual environments, increasing their deployment efficiency in real-world scenarios. By simulating millions of virtual environments, NVIDIA is enabling robots to handle more complex tasks, from hospital assistance to warehouse automation. This is a key trend in addressing labor shortages and improving supply chain resilience.
- 2023: ABB Robotics partnered with XtalPi to launch fully automated laboratories designed to accelerate drug development and materials research. These AI-powered robots handle complex tasks such as sample transportation and testing, significantly speeding up the R&D process in biopharmaceuticals and chemical engineering. The collaboration marks an important step in integrating AI into life sciences and healthcare, enhancing efficiency and reducing costs.
Report Scope
Report Features Description Market Value (2023) USD 15.2 Billion Forecast Revenue (2033) USD 111.9 Billion CAGR (2024-2033) 22.1% Base Year for Estimation 2023 Historic Period 2018-2023 Forecast Period 2024-2033 Report Coverage Revenue Forecast, Market Dynamics, Competitive Landscape, Recent Developments Segments Covered By Offering (Software, Hardware, Services), By Robot Type (Service Robots, Industrial Robots), By Technology (Machine Learning, Computer Vision, Context Awareness, Natural Language Processing, Others), By Deployment Mode (Cloud, On-premises), By End-User Industry (Military & Defence, Law Enforcement, Personal Assistance and Caregiving, Security and Surveillance, Public Relations, Education and Entertainment, Research and Space Exploration, Others) Regional Analysis North America – The US, Canada, & Mexico; Western Europe – Germany, France, The UK, Spain, Italy, Portugal, Ireland, Austria, Switzerland, Benelux, Nordic, & Rest of Western Europe; Eastern Europe – Russia, Poland, The Czech Republic, Greece, & Rest of Eastern Europe; APAC – China, Japan, South Korea, India, Australia & New Zealand, Indonesia, Malaysia, Philippines, Singapore, Thailand, Vietnam, & Rest of APAC; Latin America – Brazil, Colombia, Chile, Argentina, Costa Rica, & Rest of Latin America; Middle East & Africa – Algeria, Egypt, Israel, Kuwait, Nigeria, Saudi Arabia, South Africa, Turkey, United Arab Emirates, & Rest of MEA Competitive Landscape NVIDIA, IBM, Alphabet, ABB, Brain Corporation, CloudMinds Technology Inc., DataRobot, Inc., Fanuc, Hanson Robotics Ltd., Harman International Industries Customization Scope Customization for segments, region/country-level will be provided. Moreover, additional customization can be done based on the requirements. Purchase Options We have three licenses to opt for: Single User License, Multi-User License (Up to 5 Users), Corporate Use License (Unlimited User and Printable PDF) Frequently Asked Questions (FAQ)
What is the AI Robots ?The AI Robots refers to the industry focused on the development, production, and application of robots integrated with artificial intelligence. These robots are capable of performing tasks autonomously or semi-autonomously, and they are used across various sectors, including industrial, military, healthcare, and personal services.
How big is the AI Robots Market?The AI Robots Market was valued at USD 15.2 billion and is projected to reach USD 111.9 billion, growing at a CAGR of 22.1% during the forecast period.
What are the key factors driving the growth of the AI Robots Market?The growth of this market is driven by the increasing adoption of AI technologies in robotics, the demand for automation across industries, and the advancements in machine learning, computer vision, and natural language processing that enhance robot capabilities.
What are the current trends and advancements in the AI Robots Market?Current trends in this market include the integration of AI with industrial robots, the use of service robots in personal assistance and caregiving, and the growing role of AI robots in military and defense applications. Additionally, there is a shift towards cloud-based deployment models for better scalability and performance.
What are the major challenges and opportunities in the AI Robots Market?Challenges in the AI Robots Market include high development costs, ethical concerns related to AI decision-making, and the need for advanced infrastructure to support AI robots. However, opportunities exist in the expanding applications of AI robots in sectors like healthcare, security, and education, as well as the potential for AI robots to revolutionize industries through automation and enhanced efficiency.
Who are the leading players in the AI Robots Market?Leading players in this AI Robots Market include NVIDIA, IBM, Alphabet, ABB, Brain Corporation, CloudMinds Technology Inc., DataRobot, Inc., Fanuc, Hanson Robotics Ltd., and Harman International Industries.
- NVIDIA
- International Business Machines Corporation Company Profile
- Alphabet, Inc. Company Profile
- ABB Ltd Company Profile
- Brain Corporation
- CloudMinds Technology Inc.
- DataRobot, Inc.
- FANUC Corporation Company Profile
- Hanson Robotics Ltd.
- Harman International Industries
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