The Robotics As A Service market is forecast to grow at a CAGR of 14.9%, reaching USD 5.0 billion in 2031 from USD 2.2 billion in 2026.
RaaS refers to providing subscription-based access to robotic automation technologies and services. The RaaS model offers businesses a way to access state-of-the-art robotic automation without investing significant amounts of money upfront. As a result, businesses can leverage advanced robotics in their operations to improve efficiency and productivity. The RaaS marketplace includes manufacturing, healthcare, logistics, agriculture, retail, hospitality, and construction, among other industries. There are many factors contributing to the growth of the RaaS market, including its affordability, ability to scale, continual technological advancements, reduced impacts of labour shortages, and faster time-to-market for robotic automation solutions. Major companies within the RaaS marketplace include Boston Dynamics, Fetch Robotics, ABB Ltd., and Universal Robots.
On the demand side, professional service robot deployments (service robots in RaaS are Professional Service robots) are continuing to grow globally. There were approximately 200K Professional Service robots sold in 2024, an increase of approximately 9% year-over-year, and RaaS fleet growth was greater than traditional sales, indicating strong acceptance of RaaS as a service model. With respect to where the majority of Professional Service Robots are deployed, the large majority are focused on applications within the Logistics and Transport space, driven by E-commerce growth, labour shortages, and the desire for efficiency. The continuous integration of cloud platforms, remote diagnostic capabilities and fleet-level analytics into the definition of RaaS provides a greater value proposition for businesses focused on operational flexibility and performance improvement through data.
US construction spending increased from $2,163.1 billion in November 2025 to $2,168.8 billion in December 2025, reflecting a steady growth in construction activity. This rise indicates sustained demand for construction projects, which directly supports the adoption of RaaS in the construction sector. Higher construction spending creates opportunities for automation in tasks like site inspection, material handling, and on-site robotics operations. Tracking these trends helps businesses anticipate RaaS deployment, plan investments, and identify regions or segments where robotic solutions can improve efficiency and reduce labour costs.
Robotics-as-a-Service Market Key Highlights
Market Drivers
One major trend driving the growth of Robotics as a Service (RaaS) is the rapid adoption of automated systems across a range of industries. Recent data from the U.S. Census Bureau indicates a large increase in the use of robotic systems and automated processes in manufacturing, warehousing and logistics. Of the firms surveyed, over 50% reported utilising robotic systems to improve productivity and efficiency of operations, reflecting the shift of many businesses toward using technology to run their operations rather than relying solely on manual processes. The European Union's Digital Economy and Society Index (DESI) has shown that there is also a significant increase in advanced manufacturing technologies, including robotic and automated processes, being used across the entire value chain for industrial manufacturing in the European Union member countries.
As companies adopt automation into their operations at an increasing rate, they are seeking to overcome many challenges associated with automated manufacturing systems, including, but not limited to, high upfront investments in equipment, complexity of technical design and equipment, rapid obsolescence of technology-based equipment and ongoing operational expenses associated with operating and maintaining automation systems. RaaS can assist with these issues by allowing customers to access robotic capabilities through subscription or service-type agreements, thus reducing both capital and operating costs associated with purchasing robotic automation systems. As such, the increased adoption of automation has a direct impact on the demand for more flexible, scalable robotic solutions that allow companies to improve the efficiency with which they modernise their operations without the need for capital investments.
US retail and e-commerce sales increased from $304,464 million in Q2 2025 to $310,274 million in Q3 2025, reflecting continued growth in consumer demand and online shopping. Rising retail and e-commerce activity drives the need for faster order fulfilment, inventory management, and logistics efficiency, which in turn supports the adoption of automation and RaaS solutions in warehouses and distribution centres. Companies are increasingly investing in robotic fleets for picking, packing, and material handling to meet higher throughput requirements while reducing labour costs, enabling RaaS providers to expand their market presence across retail and e-commerce sectors.
Market Restraints and Opportunities
A significant challenge to the growth of this industry relates to the need for an immense amount of programming and training to be provided to robots to perform the necessary tasks. This involves hiring technically skilled programmers and other engineers to ensure that the robots are properly trained and installed to carry out the tasks. Additionally, the robots will need to be upgraded or replaced occasionally as new software or upgraded robots are launched in the market. All these activities translate into significant costs for the organization, making it unaffordable for several small and medium-scale units to use robotics as a service.
Another challenge relates to the complexities of properly equipping the robots to handle real-world tasks, requiring programming of physical, spatial, social, and temporal understanding in the robotic systems. Similarly, the programming customization needed will also differ from industry to industry, business to business, and sometimes from product to product within the same business operation. This increases the difficulty of properly implementing robotics as a service and adds to the operation's high overall costs.
KEY DEVELOPMENTS
2026: Knightscope, Inc., a security technology company building the Nation’s First Autonomous Security Force, today announced that it has surpassed another $2 million milestone in new sales and client renewals.
MARKET SEGMENTATION
By End-User Industry: Retail and E-commerce
By end-user industry, the Robotics as a Service (RaaS) market is segmented into logistics, retail & e-commerce, manufacturing, food & beverage, medical & healthcare, automotive, agriculture, construction, hospitality, and others. The rapid expansion of e-commerce and omnichannel retail is a primary growth driver for Robotics as a Service (RaaS) in the retail and e-commerce sector. The Census Bureau of the Department of Commerce has released the announcement stating that the estimate of the U.S. retail e-commerce sales for the third quarter of 2025 was $310.3 billion after the seasonal adjustment, but no price adjustment, which is 1.9 percent higher than the second quarter of 2025. The total retail sales for the third quarter of 2025 were projected to be $1,893.6 billion, 1.5 percent higher than the second quarter of 2025.
Increasing consumer expectations for same-day and next-day delivery are pressuring retailers to enhance warehouse throughput, order accuracy, and fulfillment speed. RaaS enables automated picking, sorting, and inventory management without requiring heavy capital investments, making it easier for retailers to modernize operations quickly. As online order volumes continue to rise, scalable robotic solutions become essential to maintain service-level agreements and competitive delivery timelines.
Labor shortages and rising wage pressures across warehouses and distribution centers are further accelerating RaaS adoption. Retail and e-commerce businesses often struggle with high employee turnover, seasonal hiring challenges, and physically demanding tasks. Subscription-based robotics solutions help stabilize operations by reducing dependence on manual labor while improving productivity and consistency. By shifting robotics from capital expenditure to operational expenditure, RaaS lowers financial barriers and makes automation accessible to mid-sized and emerging e-commerce players.
The need for operational scalability and flexibility also plays a significant role. Retail demand is highly seasonal, with sharp spikes during festive and promotional periods. RaaS models allow companies to scale robot fleets up or down in response to real-time demand, avoiding underutilized assets during off-peak periods. Additionally, advancements in AI, machine learning, and cloud connectivity have enhanced robot capabilities in autonomous navigation, real-time inventory tracking, and predictive analytics, making these systems more adaptable and intelligent within dynamic retail environments.
In line with this, in June 2025, Amazon announced a major milestone in its automation strategy by deploying its one-millionth robot across fulfillment and operations centers worldwide and launching a new generative AI foundation model called DeepFleet to run its robotic fleet.
Moreover, in May 2025, Veho, the technology company that operates the fastest-growing alternative parcel delivery platform in the U.S., and RIVR, a physical AI and robotics leader, announced an initiative to improve e-commerce delivery experience and efficiency through the use of parcel delivery robots.
Apart from this, improving customer experience and operational accuracy is driving investment in RaaS solutions. Robots help reduce picking errors, minimize stockouts through automated shelf scanning, and enable faster order processing, directly impacting customer satisfaction. The shift toward contactless operations and automated last-mile delivery solutions has further strengthened demand. As competition intensifies, retailers are increasingly leveraging RaaS to achieve higher efficiency, better data insights, and stronger differentiation in the e-commerce landscape.
REGIONAL ANALYSIS
North America: the US
In the United States, the Robotics as a Service (RaaS) market is driven by rising demand for automation across key industries such as logistics, manufacturing, healthcare, automotive, and retail. Moreover, according to the Alliance for Automotive Innovation, in Q2 2025, the EV sales in the USA stood at 385,075 units, marking a growth of 2.7% over Q1 2025. In addition to this, according to the U.S. Bureau of Labor Statistics, in Q1 2025, the total number of private manufacturing establishments reached 401.408 units, marking a 1.9% growth over Q1 2024.
Figure: Number of Private Manufacturing Establishments in the USA, in Units, Q1 2024 and Q1 2025 Source: US Bureau of Labor Statistics |
Moreover, another influential driver is the shift from capital-intensive purchases to subscription-based models, which makes robotics more accessible for businesses of all sizes. Instead of buying expensive hardware outright, companies can subscribe to RaaS platforms that bundle hardware, software, maintenance, and upgrades for predictable operational costs. This reduces financial risk and logistical barriers, enabling faster deployment of robotic fleets and enhancing agility across operations, a particularly attractive proposition in the U.S. market where cost efficiency and scalability are top priorities.
Technological advancement is also fueling growth in the U.S. RaaS sector. Integration of artificial intelligence (AI), machine learning, cloud robotics, and autonomous navigation significantly enhances the capabilities of service robots, making them more adaptable and valuable across complex tasks. These technologies enable smarter decision-making, predictive maintenance, and remote fleet management, which improve uptime and operational performance, critical factors that encourage U.S. enterprises to adopt RaaS solutions at scale.
For instance, in October 2025, NVIDIA announced that the nation’s leading manufacturers, industrial software developers and robotics companies are using NVIDIA Omniverse™ technologies to build state-of-the-art robotic factories and new autonomous collaborative robots to help overcome labor shortages and drive American reindustrialization.
Moreover, as of September 2025, DoorDash unveiled Dot, the delivery robot powered by its autonomous delivery platform to accelerate local commerce.
In addition to this, labor shortages and rising labor costs in the U.S. have accelerated automation adoption. As businesses struggle to recruit and retain workers, especially in fulfillment centers, warehouses, and healthcare settings, robotic systems offered through RaaS help fill operational gaps while managing personnel costs. This dynamic, coupled with strategic trends such as partnerships for last-mile delivery robotics with major platforms, underscores the practical impact of RaaS in addressing workforce challenges while enhancing service quality.
List of Companies
Berkshire Grey, Inc.
Locus Robotics Corp.
Knightscope, Inc.
Boston Dynamics Inc.
Hirebotics
Addverb Technologies Limited
inVia Robotics Ltd.
Vecna Robotics, Inc.
Anscer Robotics Private Limited
Baker Hughes Company
Syrius Robotics
Knightscope's strategy in the Robotics as a Service market revolves around creating an Autonomous Security Force that integrates autonomous machines, advanced software, and human expertise to enhance public safety and protect critical infrastructure. By offering security solutions through a Machine-as-a-Service model, the company provides subscription-based access to robots and emergency communication devices, allowing clients to deploy advanced technologies without large upfront investments.
This approach combines hardware for deterrence and detection with AI-driven software for real-time intelligence and remote monitoring, enabling seamless integration into diverse environments like commercial properties, campuses, and public spaces. Knightscope emphasizes scalability and flexibility, where robots patrol autonomously while human operators handle complex responses, optimizing resource allocation and situational awareness