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In the rapidly evolving landscape of supply chain management, smart warehousing has emerged as a transformative solution, leveraging cutting-edge technologies to enhance efficiency, accuracy, and overall productivity. As industries continue to adapt to the demands of the digital age, the integration of smart technologies within warehouses has become essential for staying competitive and meeting the growing expectations of consumers. Smart warehousing represents a paradigm shift, leveraging cutting-edge technologies to enhance efficiency, visibility, and overall operational excellence. Edge computing is gaining prominence in smart warehousing, allowing for faster data processing and analysis at the source. This report comes with 10% free customization, enabling you to add data that meets your specific business needs.
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By reducing latency, edge computing enhances real-time decision-making capabilities, making it especially valuable in time-sensitive operations. The use of autonomous vehicles, including drones and self-driving forklifts, is becoming more prevalent in smart warehouses. These vehicles contribute to the efficiency and agility of warehouse operations, particularly in tasks involving inventory management and movement within the facility. Blockchain is being explored as a secure and transparent solution for managing supply chain and logistics data. Its decentralized nature enhances data integrity and traceability, addressing issues such as counterfeiting and ensuring a more reliable supply chain.
One of the primary drivers behind the adoption of smart warehousing technologies is the potential for significant efficiency and productivity gains. Smart warehousing technologies contribute to significant cost savings by automating repetitive tasks and optimizing resource utilization. The reduced reliance on manual labor, coupled with predictive analytics for inventory management and equipment maintenance, leads to lower operational costs.
Businesses are drawn to the prospect of achieving more with fewer resources, improving their bottom line in the process. The scalability and flexibility offered by smart warehousing solutions are crucial for businesses facing fluctuating demand and evolving market dynamics. Cloud computing platforms provide the infrastructure needed to scale operations up or down seamlessly. This adaptability ensures that businesses can respond swiftly to changing customer demands and market trends.
According to the research report, 'Global Smart Warehousing Market Outlook, 2029', the market is anticipated to cross USD 38 Billion by 2029, increasing from USD 20.40 Billion in 2023. The market is expected to grow with more than 11% CAGR by 2024-29. Smart warehousing is not just a technological upgrade; it represents a fundamental shift in the way logistics and supply chain management are approached. As industries continue to embrace digital transformation, the integration of IoT, automation, AI, and cloud computing within warehouses is essential for staying competitive and meeting the demands of the modern consumer.
The era of smart warehousing is here, offering unprecedented opportunities for efficiency, transparency, and innovation in the logistics industry. Smart warehousing significantly enhances operational efficiency by automating routine tasks, reducing errors, and optimizing workflows. The use of robotics and automation ensures faster and more accurate order fulfillment, minimizing delays in the supply chain. IoT sensors and connected devices provide real-time visibility into inventory levels, location tracking, and overall warehouse performance. This increased transparency enables better decision-making, reduces the risk of stock-outs or overstock situations, and improves overall supply chain visibility.
Automation and optimization of warehouse processes lead to cost savings in terms of labor, energy, and operational expenses. Smart warehousing allows companies to allocate resources more effectively, minimize waste, and optimize their overall logistics expenditure. Cloud-based systems and scalable solutions enable warehouses to changing market conditions and business requirements. Smart warehousing provides the flexibility needed to scale operations up or down based on demand fluctuations. With faster order processing, accurate inventory management, and improved overall efficiency, smart warehousing contributes to a better customer experience. Timely and accurate deliveries enhance customer satisfaction and loyalty.
Market Drivers
- Technological Advancements and Industry 4.0 Integration: The ongoing technological advancements, especially in the areas of IoT, artificial intelligence (AI), and automation, serve as major drivers for the smart warehousing market. The integration of Industry 4.0 principles into warehouse operations allows for the creation of intelligent, interconnected systems. The deployment of IoT devices and sensors facilitates real-time data collection, enabling enhanced visibility, monitoring, and optimization of warehouse processes. AI and machine learning algorithms contribute to predictive analytics and smarter decision-making, while automation, including the use of robotics, streamlines tasks, reducing operational costs and improving overall efficiency.
- Rising E-commerce and Omnichannel Retailing: The exponential growth of e-commerce and the increasing emphasis on omnichannel retailing are significant drivers for the smart warehousing market. As consumers demand faster and more convenient delivery options, warehouses are under pressure to adapt. Smart warehousing solutions enable efficient order processing, quicker fulfillment, and accurate inventory management. The integration of technology allows warehouses to handle the complexities of omnichannel operations, ensuring a seamless and responsive supply chain. The need for smart warehousing is particularly pronounced in the face of the dynamic and unpredictable nature of consumer preferences and purchasing patterns.
Market Challenges
- Initial Implementation Costs and Return on Investment (ROI) Concerns: One of the major challenges facing the adoption of smart warehousing technologies is the high initial implementation costs. The deployment of advanced technologies such as IoT sensors, robotics, and AI-driven systems requires significant capital investment. Businesses may be hesitant to commit to such substantial upfront costs, especially without a clear and guaranteed return on investment. Convincing stakeholders of the long-term benefits and demonstrating tangible ROI becomes crucial for overcoming this challenge.
- Workforce Training and Transition: The transition to smart warehousing often involves a paradigm shift in the roles and responsibilities of the workforce. Employees need to be trained to operate and manage the new technologies effectively. Resistance to change and the potential fear of job displacement can be obstacles in the implementation process. Ensuring a smooth transition by providing comprehensive training programs and emphasizing the value addition that technology brings to the workforce is essential to overcoming this challenge.
Market Trends
- Edge Computing for Real-time Processing: The trend of edge computing is gaining momentum in the smart warehousing market. Edge computing involves processing data closer to the source, reducing latency and enabling real-time decision-making. This is particularly important in warehouse operations where immediate responses to changing conditions are crucial. Edge computing enhances the speed and efficiency of data processing, supporting applications such as inventory tracking, order fulfillment, and equipment monitoring in smart warehouses.
- Sustainable and Green Warehousing Practices: A growing trend in the smart warehousing market is the emphasis on sustainability and environmentally friendly practices. Warehouses are adopting green technologies, such as energy-efficient lighting, eco-friendly packaging, and optimized routes for autonomous vehicles, to reduce their carbon footprint. The integration of smart technologies contributes to more sustainable warehouse operations by optimizing energy consumption, minimizing waste, and promoting environmentally responsible practices.
COVID-19 Impact
COVID-19 exposed vulnerabilities in global supply chains, leading to disruptions in manufacturing and distribution. This highlighted the importance of supply chain resilience and prompted businesses to invest in technologies that enhance visibility and flexibility. Smart warehousing, with its real-time monitoring and predictive analytics capabilities, became a key component in building more resilient supply chains. The pandemic emphasized the need for minimizing human contact and ensuring operational continuity amid lockdowns and social distancing measures. As a result, there has been an increased demand for automation and robotics in smart warehouses.Automated guided vehicles (AGVs), robotic arms, and autonomous drones have seen greater adoption to perform tasks such as inventory management, picking, packing, and sorting. While the demand for smart warehousing solutions increased, the implementation and deployment of these technologies faced challenges. The pandemic disrupted supply chains for hardware components, leading to delays in the delivery of equipment and technologies needed for smart warehousing projects. Additionally, lockdowns and restrictions hindered on-site installations and training programs.
The pandemic accelerated the shift towards online shopping and e-commerce, leading to a surge in demand for efficient and technologically advanced warehousing solutions. Smart warehousing technologies play a crucial role in meeting the increased demand for quick and accurate order fulfillment, as well as managing the complexities of omnichannel operations.
The Hardware segment acquired the highest revenue share in 2023, attributed to the growing popularity of smartphone devices across multiple verticals, which can quickly deploy inventory management systems & automated picking tools to manage the inventory process and lower total labor costs.
The hardware segment's growth is attributable to its foundational role in implementing advanced technologies within warehouse environments. Automated guided vehicles (AGVs) and robotic systems represent essential hardware components, revolutionizing material handling and enhancing overall operational efficiency. These hardware solutions contribute to significant labor savings by automating tasks such as picking, packing, and transportation, making them integral to smart warehousing strategies. The deployment of sensors, RFID technology, and barcode scanners as part of the hardware infrastructure enables real-time tracking and monitoring of inventory, ensuring accuracy and visibility throughout the supply chain.
Warehouse robotics, including robotic arms and autonomous mobile robots (AMRs), empower warehouses with the capability to handle diverse tasks, from sorting to packaging, driving the hardware segment's growth. The integration of smart sensors and IoT-enabled devices into warehouse hardware fosters seamless connectivity, enabling data-driven decision-making and optimization of warehouse processes. The scalability and adaptability of hardware solutions, combined with advancements in technology, make them essential components for warehouses seeking to embrace digital transformations.
Based on the software segment, Warehouse management software (WMS) plays a crucial role in optimizing inventory, order fulfillment, and overall operational efficiency.
The Warehouse Management Software (WMS) plays a crucial role in the smart warehousing market by serving as a central and integral component that optimizes and orchestrates various warehouse operations. It enhances efficiency, accuracy, and overall productivity within the warehouse environment. WMS provides real-time visibility into warehouse operations, allowing stakeholders to monitor inventory levels, track the movement of goods, and manage workflows with precision. This real-time tracking capability is crucial in smart warehousing, where data-driven decision-making and quick responses to changing conditions are paramount.
Smart warehousing involves the use of advanced technologies such as IoT sensors and RFID tags for accurate inventory tracking. WMS integrates with these technologies to optimize inventory management. It ensures that stock levels are constantly monitored, reducing the risk of stockouts or overstock situations. WMS also facilitates dynamic inventory allocation based on demand patterns and order priorities. WMS streamlines order processing and fulfillment processes in smart warehouses. It automates order prioritization, picking routes, and packing processes, reducing the time and resources required for these tasks.
Smart warehousing often involves automation and robotics, and WMS plays a crucial role in coordinating and optimizing these technologies for efficient order fulfillment. Warehouse automation is a key aspect of smart warehousing, and WMS acts as the orchestrator for these automated tasks. It automates routine processes such as order picking, packing, and shipping, minimizing reliance on manual labor and reducing the chances of errors.
Workflow optimization ensures that tasks are carried out in the most efficient sequence, improving overall operational efficiency. WMS integrates seamlessly with other advanced technologies prevalent in smart warehouses, including IoT devices, robotics, and AI-driven systems. This integration ensures a cohesive and interconnected ecosystem where data from various sources is consolidated, analyzed, and utilized for making informed decisions.
The professional services segment is dominating the market in 2023, providing expertise, consultation, and support to businesses seeking to implement and optimize smart technologies within their warehouse operations.
The complexity of integrating advanced technologies, managing change, and ensuring the efficient functioning of smart warehousing solutions necessitates the involvement of professional services. Professional services bring expertise in integrating various technologies essential for smart warehousing. This includes IoT sensors, RFID systems, warehouse automation, AI-driven solutions, and other advanced technologies. Professionals understand the intricacies of these technologies and can design integrated solutions that work seamlessly together, ensuring a cohesive and effective smart warehouse ecosystem. Every warehouse has unique requirements and challenges.
Professional services offer customized solutions tailored to the specific needs of a business. This involves assessing the existing infrastructure, understanding operational workflows, and developing a tailored smart warehousing strategy that aligns with the business goals and objectives. Implementing smart warehousing technologies can be a complex process involving hardware installations, software integrations, and training programs for the workforce. Professional services provide support throughout the implementation phase, ensuring a smooth transition.
They assist in deploying technologies, configuring systems, and training personnel to use and maintain the new solutions effectively. The introduction of smart technologies often requires a cultural shift within the organization. Professional services assist in change management by helping businesses communicate the benefits of smart warehousing to their workforce. They also provide training programs to ensure that employees are equipped with the skills and knowledge needed to operate and maximize the potential of the new technologies.
The on-premises deployment of smart warehousing hardware, solutions, and services is a more commonly used practice that offers enterprises the power to manage risks, business processes, and industry policies and enable compliance management.
The dominance of the on-premise segment in the market for smart warehousing can be attributed to the unique advantages it offers businesses. On-premise solutions involve deploying and managing the smart warehousing infrastructure within the organization's physical premises. This approach provides businesses with a higher level of control and customization, allowing them to tailor the system according to specific needs and operational requirements. One important aspect favoring on-premise solutions is data management and security. Companies can keep sensitive data within their own secure environment, addressing concerns related to data privacy and compliance with industry regulations.
Industries that deal with confidential or regulated information, such as healthcare or finance, often opt for on-premise solutions to maintain a higher level of control over their data. Furthermore, certain industries may have unique operational needs that can be better addressed through on-premise systems. This includes businesses operating in regions with limited or unreliable internet connectivity, where on-premise solutions ensure continuous and reliable system access. For applications that require low-latency and high-speed data processing, on-premises deployment can be advantageous.
Smart warehousing solutions often involve real-time data processing for tasks like inventory tracking and order fulfillment. Having the infrastructure on-premises reduces the latency associated with data transfer to and from cloud servers. Certain industries, such as finance and healthcare, are subject to strict regulatory compliance standards regarding data storage and processing. On-premises solutions provide organizations with the ability to maintain compliance with these standards by having direct control over their infrastructure.
Based on the technology, the growth of IoT in this sector is primarily driven by its ability to enhance supply chain efficiency, reduce operational costs, and improve inventory management.
IoT facilitates real-time monitoring and visibility, allowing for unprecedented insights into inventory, equipment, and environmental conditions. This data-driven approach enables informed decision-making and strategic optimization, enhancing overall operational efficiency. Efficient inventory management is achieved through continuous tracking enabled by RFID tags, sensors, and connected devices, ensuring accurate and timely information on goods' location and condition. The 24/7 operational capability of automated systems ensures continuous and responsive smart warehousing operations, enhancing customer satisfaction. Advanced analytics and data insights generated by robotics enable informed decision-making and continuous process optimization.
Businesses are also undergoing strategic partnerships to implement robotics and automation in their warehouses. For instance, in May 2022, Walmart is expanding its partnership with Symbotic, a Massachusetts-based robotics company, to deploy its warehouse automation systems in all 42 of Walmart's distribution centers in the U.S. The safety and compliance benefits of automated systems contribute to a secure working environment, aligning with industry regulations. IoT analytics is a data analysis tool that evaluates the vast amount of data gathered from IoT devices. IoT analytics analyse enormous amounts of data and generate informative data from it.
IoT analytics and Industrial IoT are frequently discussed together. It recognizes trends in sensor data and recommends actions like quicker restocking of virtually out-of-stock items, shorter walking routes, and better inventory location. Wearable technology in warehouses is enabled by some AI capabilities.
On the basis of application, the inventory management segment plays a significant role in addressing the evolving needs of modern supply chain management.
Smart warehousing relies on data-driven decision-making. Inventory management applications offer real-time data on stock levels, order statuses, and demand patterns. This enables warehouse managers to make informed decisions quickly, optimizing stock levels, and ensuring efficient order fulfillment. Inventory management applications often come with automation features that streamline warehouse processes. Automated reorder triggers, dynamic inventory allocation, and demand forecasting contribute to operational efficiency. These features align with the automation trends in smart warehousing, leading to reduced manual errors and improved productivity.
Inventory management applications seamlessly integrate with other advanced technologies prevalent in smart warehouses. This includes integration with IoT sensors for real-time tracking, RFID systems for improved accuracy, and AI-driven analytics for predictive inventory management. The ability to integrate with various technologies enhances the overall capabilities of smart warehousing systems. Smart warehouses prioritize quick and accurate order fulfillment. Inventory management applications play a pivotal role in optimizing order fulfillment processes. They help in managing picking routes, prioritizing orders based on various factors, and ensuring that products are efficiently picked, packed, and shipped.
The scalability of inventory management applications is crucial for smart warehousing operations. As businesses grow or experience fluctuations in demand, these applications can scale to accommodate changing requirements. The adaptability of these applications to evolving business needs is a key factor in their continued leadership. Inventory management directly impacts order accuracy and delivery times. By ensuring that the right products are in stock and easily accessible, these applications contribute to enhanced customer satisfaction. Timely and accurate deliveries, facilitated by effective inventory management, are essential in the competitive landscape of modern supply chains.
The large warehouse size segment dominated the overall market with a revenue share in 2023, as they are well-suited for smart warehousing due to the scalability and operational complexities that come with managing extensive inventories and high-volume order processing.
Larger warehouses typically handle higher volumes of inventory and experience more complex operational workflows. Smart warehousing solutions, including technologies like warehouse management systems (WMS), automation, and IoT, help manage and optimize these complex operations efficiently. Larger warehouses often have extensive inventory holdings, making it crucial to implement smart technologies for accurate tracking, real-time monitoring, and efficient inventory management. In larger warehouses, the need for real-time visibility into inventory, order statuses, and overall warehouse operations becomes more critical.
Smart warehousing technologies provide the necessary tools for continuous monitoring, allowing for quick decision-making and responsiveness to dynamic market conditions. Larger warehouses deal with higher order volumes and more extensive picking and packing processes. Smart warehousing solutions, including automation and robotics, play a crucial role in optimizing these processes, reducing order fulfillment times, and improving overall efficiency. Larger warehouses generate substantial amounts of data. Smart warehousing solutions offer advanced analytics capabilities, allowing warehouse managers to analyze data patterns, identify bottlenecks, and optimize workflows.
This data-driven approach is particularly valuable in large-scale warehouse operations. Larger warehouses, which are often part of extensive supply chain networks, are more likely to be influenced by broader industry trends. As the industry shifts towards smart logistics and supply chain management, larger warehouses may be more inclined to adopt smart technologies to remain competitive and align with market trends. In cases where large warehouses are part of global supply chains, the need for smart warehousing becomes even more pronounced. Real-time data, visibility, and connectivity are critical in managing inventory across various locations, and smart technologies help streamline these complex logistics operations.
The transportation & logistics segment dominated the overall market in 2023 as the transportation and logistics industry is adopting smart warehousing to enhance operational efficiency and meet the demands of a rapidly evolving market.
From a centralized system, the inventory keeper can keep track the inventory flow in real-time and manage numerous warehouse operations. A user can get accurate information and deliver solutions over the supply chain & logistics network by leveraging the accessibility of smart warehousing solutions. These robots are capable of assisting human workers in a variety of warehouse tasks. They are capable of doing difficult operations such as pickup & installation while letting personnel remain in their current work location.
Co-bots can run indefinitely while reducing labor-intensive logistics tasks. Hence the growth of this segment is being driven due to this. For instance, major logistics companies such as DHL and UPS are integrating advanced warehouse management systems to streamline order processing, reduce lead times, and improve overall supply chain visibility. The implementation of real-time tracking solutions and IoT-enabled devices enables precise monitoring of shipments, ensuring timely deliveries and minimizing disruptions.
Additionally, the integration of automation technologies, such as Automated Guided Vehicles (AGVs), Autonomous Mobile Robots (AMRs) and conveyor systems, is revolutionizing warehouse operations, allowing for faster and more accurate order fulfillment in the transportation and logistics industry. Also, companies such as Amazon.com, Inc. have extensively deployed automation, robotics, and AI-powered technologies in their fulfillment centers, resulting in faster deliveries and optimized inventory management. The integration of smart warehousing technologies not only boosts operational agility but also allows retailers to stay competitive in the evolving landscape of e-commerce, where customer expectations for quick and accurate deliveries continue to rise.
North America, comprising the United States and Canada, is known for its advanced technology infrastructure and innovative industries, making it a hub for adopting smart warehousing technologies.
Demand for smart warehousing is significantly increasing across the region to deliver the product on time with minimum errors. Owing to this factor, adoption of smart warehousing is increasing among vendors which are expected to boost the demand for smart warehousing market in this region. North America is an innovative hub and it is anticipated to create lucrative opportunities for smart warehousing vendors in the region. The presence of major market players such as IBM Corporation, Infor, Manhattan Associates, and Oracle Corporation, among others helps in generating revenue in the region.
The rapid growth of online shopping and the subsequent demand for streamlined and efficient supply chain operations have led companies to invest significantly in smart warehousing technologies. The need for faster order fulfillment, real-time tracking, and optimized inventory management has prompted the widespread adoption of automation, robotics, and advanced warehouse management systems. For instance, in July 2023, Amazon.com, Inc. unveiled two fully autonomous mobile warehouse robots, Proteus and Cardinal, designed to enhance efficiency and safety in fulfillment centers. Proteus can carry up to 5,000 pounds of cargo, moving carts of products.
At the same time, Cardinal is a smaller and more agile robot that picks up and moves individual packages, both equipped with sensors for obstacle detection and a slow-moving mode to work safely alongside human employees. The region has a robust e-commerce sector, which is driving the demand for efficient & automated warehousing solutions. The rising adoption of advanced technologies, such as IoT, robotics, and cloud-based systems, is improving supply chain operations.
Additionally, the focus on sustainability and the reduction in operational costs are spurring the adoption of smart warehousing practices. For instance, in September 2023, Afresh Technologies launched AI-powered fresh inventory management software. The Afresh platform is transforming ordering & inventory management across the fresh departments of grocers with purpose-built solutions for the complexities of fresh food.
The market for smart warehousing is very competitive and a little dispersed. The leading players in the sector are always putting different growth strategies into practice to keep a competitive edge. These players use innovations, mergers & acquisitions, collaborations, and partnerships to succeed in the cutthroat market. The leading market participants are always concentrating on R&D to provide industry with the most effective and economical solutions. Some smart warehousing market leaders are focusing on local expansion. Oracle's announcement from October 2021 serves as a nice illustration.
The company stated plans to broaden its geographic reach to include 14 more cloud regions in the Asia Pacific, Europe, Latin America, and the Middle East. The market players are considerably contributing to the market growth by the adoption of various strategies, including mergers and acquisitions, partnerships, collaborations, and new product launches, to stay competitive in the market. For instance, in October 2020 Microsoft partnered with Honeywell to develop new smart warehousing solutions for manufacturing and logistics companies. This merger was to simplify the supply chain management.
- In October 2023, Nokia launched a cutting-edge Autonomous Inventory Monitoring Service (AIMS) to improve warehouse inventory management by combining AI-integrated drones, indoor localization through cameras, and data analytics. It utilizes computer vision technology to optimize inventory tracking, streamline operations, and enhance the overall efficiency in warehousing processes.
- In August 2023, Manhattan Associates announced PacSun, a leading specialty retailer of emerging youth brands and trending fashion, has selected Manhattan Active Point of Sale to enhance its omnichannel sales strategy and deliver a seamless, unified customer shopping experience.
- In August 2023, Infor announced that Zofri will implement Infor WMS warehouse management system to improve customer service, one of the most important performance indicators in the supply chain. The Infor WMS solution will be deployed in the cloud, which is powered by AWS (Amazon Web Services), and will be implemented by Cerca Technology, Infor's partner in Latin America.
- In May 2023, Manhattan Associates announced its re-imagined Manhattan Active Yard Management solution to expand the company's vision of a unified supply chain. By redesigning yard management to work seamlessly with its industry leading warehouse and transportation management solutions on a single cloud native platform, Manhattan is completing the digital unification of distribution and logistics where they come together in the physical world.
- In March 2023, Raymour & Flanigan, the largest furniture and mattress retailer in the Northeast and seventh largest in the US, partners with Körber to respond more effectively to today's consumer challenges through warehouse improvements pushing for greater order accuracy, speed, and customer fulfilment. This enables Raymour & Flanigan to build upon their long-standing legacy of bringing thoughtfully selected pieces of furniture to the places their customers serve, work and live while enhancing the customer shopping experience.
- In January 2023, Tecsys announced its warehouse-in-a-warehouse e-commerce fulfillment solution enabling retailers and brands to execute e-commerce fulfillment flawlessly while leaving existing wholesale and distribution models and legacy systems largely intact.
Considered in this report
- Historic year: 2018
- Base year: 2023
- Estimated year: 2024
- Forecast year: 2029
Aspects covered in this report
- Smart Warehousing market Outlook with its value and forecast along with its segments
- Various drivers and challenges
- On-going trends and developments
- Top profiled companies
- Strategic recommendation
By Components
- Hardware
- Software
- Solution
By Hardware
- RFID
- Wireles
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Table of Contents
1. Executive Summary5. Economic /Demographic Snapshot13. Strategic Recommendations
2. Market Dynamics
3. Research Methodology
4. Market Structure
6. Global Smart Factory Market Outlook
7. North America Smart Factory Market Outlook
8. Europe Smart Factory Market Outlook
9. Asia-Pacific Smart Factory Market Outlook
10. South America Smart Factory Market Outlook
11. Middle East & Africa Smart Factory Market Outlook
12. Competitive Landscape
14. Annexure
List of Figures
List of Tables
Companies Mentioned (Partial List)
A selection of companies mentioned in this report includes, but is not limited to:
- Honeywell International Inc.
- Siemens AG
- Schneider Electric SE
- ABB Ltd.
- General Electric Company
- Rockwell Automation Inc.
- Emerson Electric Co.
- FANUC Corporation
- Bosch Rexroth AG
- KUKA AG
- Johnson Controls International
- Mitsubishi Electric Corporation
- SAP SE
- Oracle Corporation
- The International Business Machines Corporation
- Atos SE
- Autodesk Inc
- Cognex Corporation
- Yokogawa Electric Corporation
- PTC Inc.
Table Information
Report Attribute | Details |
---|---|
No. of Pages | 153 |
Published | January 2024 |
Forecast Period | 2023 - 2029 |
Estimated Market Value ( USD | $ 20 Billion |
Forecasted Market Value ( USD | $ 38 Billion |
Compound Annual Growth Rate | 11.0% |
Regions Covered | Global |