In an era where digital transformation is redefining industry standards, the demand for intelligent robotics is skyrocketing. Singapore-based robotics innovator Primech AI, a newly formed subsidiary of Primech Holdings (Nasdaq: PMEC) stands at the forefront, pushing boundaries with its flagship product, HYTRON, a revolutionary smart cleaning robot.
Now supercharged with NVIDIA’s cutting-edge Jetson Orin technology, HYTRON has evolved from an advanced automated solution to an intelligent, autonomous powerhouse, revolutionizing the cleaning robotics industry.
Harnessing NVIDIA Jetson Orin: A New Paradigm
In January 2025, Primech AI strategically integrated NVIDIA’s Jetson Orin Super System-on-Module (SoM) into HYTRON. The move signified a pivotal shift—not only in robot capabilities but also in Primech AI’s overall market positioning. Jetson Orin, acclaimed for its robust edge AI processing capabilities, offers sophisticated real-time video analytics, advanced machine learning algorithms, and precise automation controls. This means HYTRON can dynamically analyze and adapt to real-world environments instantaneously.
Unlike conventional automated cleaning systems limited by pre-programmed paths, HYTRON leverages advanced AI-driven decision-making. Powered by NVIDIA’s CUDA for accelerated computations, CuDNN for optimized deep learning processes, and TensorRT for streamlined neural network deployment, HYTRON swiftly processes complex data streams. It intelligently responds to rapidly changing environments such as bustling airports, crowded malls, and extensive corporate campuses.
Operational Excellence Through Intelligent Automation
HYTRON’s operational intelligence translates directly into efficiency gains for facilities managers. Real-time visual data interpretation empowers HYTRON to anticipate obstacles, efficiently reroute around congested areas, and optimize cleaning patterns without human intervention. Primech AI’s cloud-based analytics platform further enhances this capability, providing detailed data insights on operational effectiveness, coverage efficiency, and predictive maintenance requirements.
Through this data-centric approach, facilities managers benefit from reduced downtime, lower maintenance costs, and enhanced cleaning standards. This allows the HYTRON Commercial Cleaning Robot to integrate seamlessly into the broader ecosystem of smart, sustainable urban infrastructure.
HYTRON Lite: Compact Agility, Maximum Efficiency
Responding proactively to niche market needs, Primech AI introduced HYTRON Lite in March 2025. At approximately 30% smaller than the standard HYTRON model, HYTRON Lite targets high-demand but underserved spaces—tight corridors, compact retail environments, small office washrooms, and densely packed hotel facilities. Despite its compact size, HYTRON Lite retains all advanced navigation, multi-sensor integration, and obstacle detection features.
Crucially, the Lite version capitalizes on NVIDIA Jetson Orin Nano Super SoM, optimizing energy efficiency and computational performance. This compact model adeptly combines agility and speed, delivering superior cleaning performance and extended operational uptime, essential for densely populated urban spaces.
Global Expansion Through Strategic Collaborations
Primech AI’s strategic partnerships reflect its ambition for global influence. Recently, the company initiated pilot programs with prominent Singaporean cleaning firms, deploying HYTRON units across various sectors, including commercial offices, healthcare facilities, and transportation hubs. These collaborations highlight HYTRON’s versatility, adaptability, and measurable operational benefits.
Moreover, Primech AI’s innovative Robotics-as-a-Service (RaaS) model, exemplified through its partnership with Hong Kong’s Chinachem Group, underscores its commitment to driving industry-wide adoption. The RaaS model democratizes access to sophisticated robotics technology by offering subscription-based solutions, eliminating hefty upfront investments. This strategy accelerates adoption rates, especially within organizations aiming to transition swiftly toward digitization and sustainability.
Smart Robotics as a Core Infrastructure Component
As Primech AI continues its expansion, the broader vision is evident: HYTRON bathroom cleaning robots are not merely cleaning solutions—they are integral components of the emerging smart city infrastructure. Primech AI envisions HYTRON playing central roles beyond basic facility management, contributing toward urban cleanliness, sustainability initiatives, and integrated smart building operations.
The evolution of sanitation and AI is here with this toilet cleaning robot that can do so much more than simply clean a toilet bowl. Urinals, sinks, mirrors, floors and more are no match for HYTRON. Facility managers everywhere will soon be embracing their HYTRON fleet.
The Next Frontier in Robotic Intelligence
Primech AI’s forward-looking integration of NVIDIA’s Jetson Orin positions HYTRON as a model for next-generation robotics. The combination of powerful hardware and intelligent software creates a robotics platform capable of autonomous decision-making, complex environmental interactions, and continuous self-improvement through machine learning.
As businesses worldwide prioritize digital transformation and sustainability, the advanced capabilities offered by HYTRON robots provide tangible competitive advantages. In essence, Primech AI is not just delivering smarter robots, it’s shaping a smarter future.
