There are more than 35,000 SoftBank robots deployed in the world. None of them were made by SoftBank.
That number — confirmed by Robotics 24/7 — is the starting point for understanding what SoftBank Robotics America announced March 24: the acquisition of Green Clean Commercial, a commercial cleaning franchise founded in 2008 and serving Fortune 100 clients nationally, to launch Smart Building X (SBX) in North America. The deal is a launchpad, not a lifestyle business purchase. SoftBank is buying the operating infrastructure — the human workforce, the client relationships, the on-the-ground know-how — to become a robot operator at scale, not just a robot seller.
SBX is a facilities management model that combines human cleaners with autonomous robots and AI-powered fleet management. The model has already been proven in Japan and Singapore, where cleaning labor shortages hit earlier and harder than in the U.S. Now SoftBank is bringing it to the largest global market. Green Clean Commercial, founded and led by Elliott Stipes, becomes the operating engine.
The robots in the fleet are not SoftBank designs. They come from Gausium, a Chinese robotics company that has become SoftBank's primary hardware partner for cleaning applications. The lineup includes Whiz, an autonomous vacuuming robot SoftBank has sold since 2018; the Omnie, a large-space scrubber; V40 2.0, designed for medium-to-large indoor environments; and Phantas 1.3, built for sweeping and light scrubbing in smaller spaces. All four models incorporate 3D LiDAR, computer vision, and vision-language models for spatial awareness and dynamic navigation — what the company calls physical AI, according to PR Newswire.
Managing all of it is SB Connect, SoftBank's proprietary fleet management platform. According to SoftBank Robotics, the system lets operators track hundreds of robots from a single dashboard, pulling near-real-time productivity data on each machine. That data layer is the real business case: building owners and property managers get measurable output, not just a robot on the floor.
Brady Watkins, president and GM of SoftBank Robotics America, framed it in the joint announcement as a staffing solution as much as a technology one. Workforce shortages continue to squeeze the cleaning industry, as noted in CleanLink's 2026 Cleaning Labor Outlook, and companies that can't attract and retain cleaners are losing contracts. SBX doesn't replace the cleaner — it retools the job, pairing one human supervisor with a fleet of autonomous machines that handle the repetitive, physical labor while the person manages exceptions and quality assurance, according to BriefGlance.
The commercial facilities management market has been attracting serious capital for exactly this reason. A recurring-revenue model that bundles hardware, software, and human labor into a single service contract is more defensible than selling robots outright, where margins are thin and the sales cycle is long. SoftBank's 35,000-robot installed base is a sales asset: each existing customer is a potential SBX upsell.
The playbook has some evidence behind it. A prior integration pilot with Flagship Facility Services, another commercial cleaning operator, deployed more than 100 autonomous robots across nearly 15 customer locations in six months, according to SoftBank Robotics. The company claims occupancy shifts tied to facility maintenance quality — in senior living, the difference between a clean building and a neglected one could affect 5 to 10 percent of occupancy rates, based on their experience. That number is SoftBank's own figure, not independently verified, but the direction is directionally correct: building maintenance quality affects how properties are perceived, and perception drives occupancy in competitive real estate categories.
SoftBank Robotics Group has been at this longer than most observers realize. Pepper, the company's humanoid robot, launched in 2014. Autonomous cleaning robots arrived in 2018. Multi-tray delivery robots followed in 2021. Automated logistics consulting launched in 2022. The Gausium partnership for the current cleaning lineup is the most recent step in a decade-long evolution from consumer humanoid dabbler to industrial integrator.
The question SBX has to answer is the same question every robot fleet operator faces: does this scale, and does the service quality hold? Pilots are controlled environments. Commercial buildings are not. Getting 15 locations to run cleanly is one problem. Getting 1,500 locations across diverse building types, shift schedules, and client expectations to run cleanly is a fundamentally different one. The human workforce that SBX depends on is also the constraint — the cleaning industry has workforce shortages that aren't going away, and retraining a cleaner to manage a robot fleet is a different skill shift than simply adding headcount.
But the strategic logic is sound. SoftBank is not competing with Gausium or any other robot manufacturer — it's threading the needle between hardware and service, using the robots others build to deliver an outcome the buyer cares about: a clean building, measured and reported, without the staffing headache. If SBX can prove that model works in the U.S., the playbook writes itself for every other market facing the same labor crunch.
Green Clean Commercial is the first operating platform in the United States for what SoftBank calls the transformation of commercial facility services through advanced automation, robotics, and predictive intelligence, according to GlobeNewsWire. Whether that transformation arrives on schedule depends on whether the humans and machines can keep pace with each other — and with the buildings they're meant to maintain.
