Pudu Robotics is a leader in service robotics, focusing on R&D and sales in mobility, manipulation, and AI. The company offers four product lines: service delivery, commercial cleaning, industrial delivery, and embodied intelligent robots, catering to industries such as food, retail, healthcare, and education. Having shipped over 120,000 units, Pudu operates in more than 1,000 cities across over 80 countries.

Pudu Robotics

70% of Total Revenue: How Pudu's Commercial Cleaning Robots Became the Core Growth Engine

This month, we are preparing to unveil the PUDU BG1 series, a launch that marks a pivotal expansion of our commercial cleaning lineup. But as we look toward this new chapter, a more profound story is written in the data: In 2025, our commercial cleaning business officially surpassed 70% of our total revenue.

This figure is more than a line on a balance sheet. It is the realization of a journey that began five years ago. In 2021, while we were already a global leader in service delivery robots, we made a high-stakes bet on a "Second Curve" of growth. Today, that curve has become our primary pillar. To understand how we achieved this transition, we must look at the strategic blueprint that turned a bold vision into a market-leading reality.

01. Strategic Insight: Why We Chose Commercial Cleaning?
Our ascent in this sector was not accidental. It was born from a precise diagnosis of a "Golden Window" in the market—a period that was high-demand, early-stage, and perfectly aligned with our existing DNA.

First, we recognized the sheer scale of the opportunity. Cleaning is a universal necessity across every vertical—factories, hotels, hospitals, and transit hubs. Yet, in 2021, the market penetration for autonomous cleaning was less than 1%. We saw a trillion-dollar blue ocean that was waiting to be activated.

Second, we identified a unique technological and customer synergy. The core navigation and obstacle avoidance technologies we perfected in the chaotic environments of restaurants were directly transferable to floor care. Furthermore, our customers were already talking to us. The same supermarket managers and factory owners using our delivery robots were asking for cleaning solutions. Selling a new product to an existing, trusting client base is the ultimate efficiency.

Third, we could leverage our existing channel infrastructure. Many of our distributors served as robotics solution providers across various industries. This positioning allowed us to introduce cleaning robots into enterprise conversations immediately, without building a new ecosystem from scratch.

Finally, we saw a gap in the product landscape. At the time, most solutions were fragmented—separate machines were required for sweeping, scrubbing, and vacuuming. We saw a "white space" to create integrated, multifunctional robots that could redefine the category.

02. The Path to Breakthrough: Overcoming Skepticism Through Differentiation
The transition from being the "global leader in commercial delivery" to becoming the "commercial cleaning robot pioneer" was not a path paved with immediate certainty. The commercial cleaning landscape was complex, with varying demands across thousands of distinct environments. Internally, this required a critical evolution: we had to ensure our global team and distributor network could evolve from selling simple delivery units to providing comprehensive, service-heavy cleaning solutions. Success required more than just a new robot; it required a fundamental reimagining of our market position and our operational DNA.

Unlocking Latent Market Potential
While legacy players were locked in high-stakes competition for the attention of traditional cleaning agencies and property management firms, we identified an entirely different market opportunity. We noticed a vast landscape of businesses—including manufacturers, retail chains, and hospitality groups. For these clients, the core requirements are simplicity, autonomy, and seamless integration.

By pioneering this blue ocean, we transformed our existing global infrastructure into a formidable strategic asset. Our established network of distributors was already deeply embedded in these sectors. Instead of building new relationships from scratch, they offered a sophisticated solution to a familiar pain point. This synergy allowed us to achieve rapid market penetration without the friction of traditional equipment channels, naturally creating a distinct and sustainable competitive advantage.

The 4P3S2CDIT Management Framework
To navigate the complexities of the B2B2B ecosystem, we moved beyond traditional marketing. We developed a proprietary, high-precision management framework: 4P3S2CDIT.

While we maintain the foundational 4P marketing mix (Product, Price, Place, Promotion), the 3S serves as the vital link between our technology and real-world impact:

Scene (Contextual Intelligence): 

We operate on the principle, "No scene, no robot." This means identifying specific environmental challenges. Take, for instance, a recent success story: a distributor identified a niche in 5-star hotel pool areas. Swimmers tracking water onto the decks created a persistent slip-and-fall hazard, necessitating continuous maintenance. This wasn't an intended use case for the product, yet once the specific pain point was identified, it evolved into a steady, reliable demand.
 
● Solution (Systemic Integration): 

We recognize that enterprise clients need an ecosystem, not just a device. Our solutions include deep software integration, elevator-control protocols, and other IoT connections, ensuring our standardized products adapt to the unique infrastructure of every client.

● Service (The Lifecycle Trust): 

In the B2B world, the sale is just the beginning. We focus on the entire lifecycle—from professional on-site deployment to rapid-response maintenance—ensuring the robot remains a high-uptime asset for the business.

The 2C component maintains our focus on Customers and Competition. We have categorized over 800 sub-sectors to ensure our teams share a granular understanding of user needs—whether it’s the high-grease floors of a restaurant or the static-sensitive environment of a cleanroom. At the same time, we embrace competition as a benchmark for excellence. Instead of simply chasing numbers, we focus on cultivating long-term strategic partnerships with top-tier Key Accounts (KA). By working closely with these industry leaders, we build global lighthouse projects that demonstrate the true value and reliability of our solutions..

Finally, the DIT provides the execution foundation:

● District: Balancing global brand consistency with localized market nuances.

● Industry: Prioritizing sectors with the highest readiness for automation.

● Team: Transferring both "explicit technical knowledge" and "implicit problem-solving capabilities" through rigorous global training.

By leaning into this granular, scene-first methodology, we didn't just enter the cleaning market—we redefined how to succeed within it. This structural innovation allowed us to silence the skeptics and turn a "Second Curve" into our most powerful engine for growth.

03. Product Methodology: The "Seven Dimensions" of Excellence
Strategy defines direction, but product performance determines credibility.

Over years of serving enterprise clients, we formalized our product philosophy around seven core capabilities: functional performance, design, user experience, reliability, innovation, solution adaptability, and cost competitiveness. Every commercial cleaning product we release is evaluated across these dimensions.

The breakout example is our PUDU CC1, the industry's first four-in-one commercial cleaning robot integrating sweeping, scrubbing, vacuuming, and dust mopping within a single autonomous platform. By consolidating multiple machines into one system, CC1 significantly improved labor efficiency and operational consistency.

Its design departed from the traditional industrial aesthetic, enabling deployment in premium environments such as five-star hotels and Grade A office buildings. The mobile water tank eliminated plumbing retrofits, reducing installation barriers. Deployment could typically be completed within a single day. Flexible cloud deployment options—public, private, or hybrid—addressed enterprise data governance requirements.

By 2025, the CC1 surpassed 20,000 units in shipments, with 60% of that volume serving the high-standard markets of Europe and North America.

04. Scaling Innovation: Building a Comprehensive All-Scene Ecosystem
Success for us isn't just about one "hit" product; it's about building a comprehensive ecosystem. Following the CC1, we introduced our "Magic Cleaning" concept, led by the PUDU CC1 Pro, the industry's first AI-defined commercial cleaning robot. By integrating advanced AI, the CC1 Pro transformed cleaning from a scheduled task into an intelligent response. The robot now identifies specific types of debris in real-time, autonomously adjusts its cleaning intensity, monitors its own performance, and even manages its own maintenance. This shift officially pushed the industry into an AI-enabled era.

The PUDU MT1 series quickly became our next high-growth engine, proving the power of a versatile platform. Within its first year, the MT1 was deployed across more than 350 industry sub-sectors—from massive logistics hubs and transit centers to agricultural facilities and luxury resorts.

PUDU MT1 Max Episode 1-Low Light Scenarios 

We continued to push the boundaries of the MT1 to address specific industrial gaps. For high-standard dry cleaning in expansive areas, we launched the PUDU MT1 Vac, a dedicated AI sweeping and vacuuming solution that filled a long-standing void in the market for large-capacity, high-efficiency dry maintenance. Following this, the PUDU MT1 Max introduced 3D perception and advanced AI to large-scale dry cleaning, enabling the robot to navigate the high-dynamic, complex environments of semi-outdoor spaces, such as parking garages and residential courtyards.

For smaller, more intricate environments where maneuverability is paramount, we introduced the PUDU SH1. This smart, upright scrubber pioneered the concept of "multi-dimensional cleaning." Whether it is tackling high-grease floors in a busy hotpot restaurant or navigating the complex, high-traffic layout of an automotive repair shop in France, the SH1 has proven its utility in spaces where traditional robots simply cannot reach.

Through the synchronized deployment of the CC1, MT1, and SH1 series, we have achieved a systemic coverage that few in the industry can match. Our portfolio now spans from compact commercial spaces to massive venues exceeding one million square meters; from indoor sanctuaries to semi-outdoor challenges; and from specialized wet scrubbing to high-volume dry vacuuming.

The much-anticipated launch of the PUDU BG1 series this March represents a pivotal expansion of our strategic landscape. The BG1 series further refines our ability to meet the highly differentiated needs of global industries, ensuring that our "all-scene" map continues to grow in depth and capability.

05. Beyond 70%: A Milestone and a New Starting Point
Reaching the 70% revenue milestone is a testament to our belief that the best strategies are not those that follow trends, but those that create them. In four years, we have evolved from a "Second Curve" experiment into a core growth engine.

Today, Pudu Robotics stands as a multi-line powerhouse across service delivery, commercial cleaning, industrial delivery and embodied intelligent. Our cleaning business is not an island; it is the heart of a synergistic ecosystem where technology, channels, and customers work in harmony. With the BG1 series approaching launch, we will continue to deepen our capabilities, expand our global footprint, and redefine the standards of intelligent commercial cleaning. As we move forward, we remain committed to our goal of serving 10 billion people, using innovation to make the world a cleaner, more efficient place.

PUDU CC1 Pro Image

May 27, 2025 — Pudu Robotics, the global leader in service robotics, today launched the PUDU CC1 Pro, an AI-powered autonomous cleaning robot. The award-winning PUDU CC1 set a new benchmark with its four-in-one cleaning solution combining sweeping, scrubbing, vacuuming, and dust-mopping. Building on this successful model, the PUDU CC1 Pro advances intelligent cleaning automation with powerful AI-driven perception and decision-making integrated into every stage of the cleaning process.

AI-Powered Cleaning with Autonomous Intelligence

PUDU CC1 Pro elevates cleaning to a fully autonomous, closed-loop system. Equipped with advanced AI, it can detect liquid stains, recognize floor cleanliness and surface types, adjust cleaning intensity, verify cleaning results, and even monitor the status of its own components. This intelligent autonomy improves cleaning consistency and effectiveness while enabling staff to focus on supervision and strategic tasks. With a significantly expanded effective cleaning range of 5,000 to 8,000 square meters per operation, the CC1 Pro is tailored for large commercial venues, including retail centers, hospitals, airports, and industrial warehouses.

Key Innovations Driving Smart Cleaning Automation

● Real-Time Cleaning Effect Detection
As the world’s first commercial cleaning robot equipped with a rear AI camera, CC1 Pro can continuously monitor the cleanliness of floors. If any stubborn stain remains, it marks the location on the map and automatically re-cleans the area. Upon task completion, a heat map visualizes cleaning effectiveness, helping facility managers identify stubborn spots for manual attention—fostering seamless human-robot collaboration for superior results.

● Adaptive Cleaning Strategy
AI-driven adjustments optimize cleaning power based on dirt levels and floor type. Deep scrubbing activates in heavily soiled zones, while extended run-time mode operates on cleaner areas. It also distinguishes floor materials to apply appropriate methods—vacuuming carpets, sweeping hard floors. This smart adaptation delivers an optimal balance between cleaning effectiveness and energy efficiency.

● AI-Driven Spot Scrubbing for Targeted Cleaning
In spot scrubbing mode, CC1 Pro leverages visual AI to autonomously identify wet or dirty spots and perform targeted scrubbing for high-efficiency cleaning—delivering up to three times greater productivity. It also generates heat maps of debris distribution, helping staff identify frequently soiled areas and optimize cleaning strategies in large-scale environments.

● Component Self-Monitoring & Pollution Prevention
CC1 Pro is the first commercial cleaning robot capable of autonomously monitoring the condition of its cleaning components using high-precision image recognition. It can detect issues like brush or squeegee contamination from poor maintenance, which may cause streaks or water residue. The system then initiates re-cleaning or alerts staff when needed, ensuring consistent cleaning results and preventing secondary pollution.

● Dynamic Navigation with Visual SLAM
Powered by PUDU VSLAM+, which combines Visual SLAM and Lidar SLAM, CC1 Pro navigates complex, dynamic spaces without relying on ceiling markers. It adapts in real time to layout changes and avoids static and moving obstacles, ensuring smooth operation in busy commercial environments.

● Visualized Intelligence for Operational Transparency
CC1 Pro provides real-time heat maps and operational dashboards that visualize key data: debris distribution, persistent stain locations, and robot performance indicators such as task completion rates and maintenance frequency. These tools empower both end users and service providers with actionable insights, optimizing cleaning efficiency and fleet management.

Enhanced Durability and Maintenance Efficiency

In addition to its AI features, the CC1 Pro is built with key hardware enhancements that improve durability and operational efficiency. Certified to IEC 63327 standards, the robot meets rigorous benchmarks for safety and operational quality. It offers optional self-cleaning roller brushes, along with a contour-adaptive brush chamber, and high-durability metal mesh filters, among other components. These components reduce maintenance frequency and extend the robot’s operational lifespan.

PUDU CC1 Pro sets a new benchmark in intelligent facility management, offering a scalable, AI-powered cleaning solution that redefines the future of commercial cleaning automation.

Learn more about PUDU CC1 Pro: https://www.pudurobotics.com/en/products/cc1-pro.

About Pudu Robotics

Pudu Robotics, a global leader in the service robotics sector, is dedicated to enhancing human productivity and living standards through innovative robot technology. With a focus on R&D, manufacturing, and sales of service robots, Pudu Robotics holds over a thousand authorized patents worldwide, encompassing a wide range of core technologies. The company's robots have been widely adopted in various industries, including dining, retail, hospitality, healthcare, entertainment, education and manufacturing. To date, Pudu Robotics has successfully shipped over 90,000 units to a variety of markets, with a presence in more than 60 countries and regions worldwide. For more information on business developments and updates, follow PUDU on LinkedIn, Facebook, YouTube, Twitter and Instagram.

PUDU MT1 Max

August 20, 2025 — Pudu Robotics, a global leader in service robotics, today launched the PUDU MT1 Max, an AI-powered 3D Perception Robotic Sweeper designed for the challenges of expansive and complex cleaning scenarios. As the newest member of the MT1 series — following the PUDU MT1 and PUDU MT1 Vac — the MT1 Max delivers a significant leap forward with next-generation 3D spatial perception, enhanced AI intelligence, and upgraded safety systems, setting a new standard for large-scale indoor and semi-outdoor cleaning in environments such as underground parking garages and semi-open building atriums.

MT1 Max_features_1200_630.png

Next-Generation 3D Perception for Smarter Navigation
Equipped with 3D LiDAR and multi-sensor fusion, the MT1 Max can "understand" complex environments with centimeter-level accuracy and detect objects up to 150 meters away. It accurately recognizes and interprets diverse scenarios — from ultra-high ceilings and glass roofs to semi-open areas and low-light settings — and maintains stable mapping and positioning even in high-interference conditions such as heavy dust, fog, or sandstorms. Enhanced 3D perception also powers more intelligent, real-time path planning, allowing the robot to navigate dynamically, optimize cleaning routes, and proactively avoid vehicles or unexpected obstacles with speed and precision.

Enhanced AI Intelligence for Precision and Efficient Cleaning
Driven by a dual-chip architecture that doubles computing power, the MT1 Max delivers faster recognition, more efficient computation, and stable performance even under heavy load or parallel tasks. Its deep hardware-software integration — combining sensors, wheel-hub motors, side brushes, and roller brushes — enables:

Adaptive Cleaning Strategies — Adjusts cleaning mode to debris weight and optimizes body positioning to capture trash precisely between dual side brushes.

AI Trash Recognition — Identifies multiple waste types in real time, with a self-learning database for improved accuracy.

AI Spot Cleaning — Uses ultra-wide scanning and patrols to detect and remove waste quickly for smarter, more efficient cleaning.

Exceptional Cleaning Performance with Automated Filter Cleaning
Retaining the MT1's ability to sweep everything from fine dust and cigarette butts to leaves and beverage bottles in a single pass, the MT1 Max adds an internal vibration system that keeps filters clear in real time. This preserves suction and filtration efficiency, extends component life, and reduces the need for frequent manual maintenance. Combined with its 70 cm cleaning width, 35 L waste bin, and precise edge-to-edge cleaning, the MT1 Max ensures consistently high cleaning performance while minimizing downtime in large-scale operations.

Upgraded Autonomous Obstacle Avoidance
The MT1 Max features a fully enhanced obstacle avoidance system powered by advanced 3D LiDAR, providing sharper dynamic perception and improved environmental awareness. It can identify various dynamic obstacles — from vehicles to pedestrians and small animals — and apply tailored avoidance strategies. It can stop at intersections, yield in traffic lanes, or pause in parking zones to ensure smooth operation without disrupting surrounding activity.

Multi-Dimensional Safety Enhancements
The MT1 Max is engineered for reliability in challenging environments. Its IP54-rated protection shields against dust and splashes, while a water-drop sensor triggers a protective avoidance mode in adverse weather. A 1.2-meter-high beacon with bright lights enhances visibility for pedestrians and drivers, helping actively reduce potential risks.

Building on the operational excellence of the MT1, the MT1 Max offers long run-time with 24/7 operation enabled by automatic recharging, IoT integration for seamless coordination with smart infrastructure, remote management tools for real-time monitoring, and exceptional maneuverability in tight or obstacle-prone spaces — ensuring comprehensive coverage in even the most challenging environments.

The launch of the PUDU MT1 Max marks the third model in the MT1 series, following the PUDU MT1 (2024) and PUDU MT1 Vac (2025). With each addition, Pudu Robotics continues to expand its intelligent cleaning portfolio, offering tailored solutions for different spaces, debris types, and operational needs — empowering businesses worldwide to maintain cleaner, safer, and more efficient environments.

Learn more about PUDU MT1 Max: https://www.pudurobotics.com/en/products/mt1-max?utm_source=news&utm_medium=organic&utm_campaign=pr

About PUDU

Pudu Robotics, a global leader in the service robotics sector, is dedicated to enhancing human productivity and living standards through innovative robot technology. With a focus on R&D, manufacturing, and sales of service robots, Pudu Robotics emphasizes three core technologies: mobility, manipulation, and artificial intelligence. Pudu Robotics has taken the lead in establishing a comprehensive range of specialized, semi-humanoid, and humanoid robotic products in the industry. Currently, Pudu Robotics offers three product lines: service delivery robots, commercial cleaning robots, and industrial delivery robots, which are deployed across ten major industries, including food and beverage, retail, hospitality, healthcare, entertainment and sports, industrial facilities, education, and more. To date, Pudu Robotics has successfully shipped over 100,000 units to a variety of markets, with a presence in more than 1,000 cities across 80+ countries and regions worldwide. For more information on business developments and updates, follow PUDU onLinkedIn, Facebook, YouTube, Twitter and Instagram.

PUDU CC1 Pro product brochure

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PUDU CC1 Pro

PUDU CC1 Pro+mobile water station

PUDU CC1 Pro+Self-cleaning station

The PUDU CC1 Pro redefines facility management through advanced AI and 4-in-1 versatility. Featuring an industry-first rear AI camera for real-time cleaning detection, it autonomously adjusts intensity based on floor types and dirt levels. With VSLAM+ navigation and a self-cleaning workstation, it achieves 2-3x manual efficiency across 8,000sqm. Its digital dashboard provides heatmaps for total operational transparency, transforming cleaning into a data-driven, smart process.

PUDU CC1 Pro: AI-Powered Autonomous 4-in-1 Cleaning Robot

An AI-driven 4-in-1 cleaning robot that autonomously detects stains, adapts strategies, verifies results, and visualizes performance in real time.

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PUDU SH1 Flyer

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The PUDU SH1 stands as an innovative upright scrubber dryer from 
Pudu Robotics, engineered specifically to address the challenges of greasy and slippery scenarios. 
Bridging the gap between the thorough cleaning of a walk-behind 
scrubber dryer and the user-friendliness of a traditional mop, the 
SH1 enables effortless, professional-level floor care for all users.

PUDU SH1

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Building on MT1, MT1 Max is enhanced for semi-outdoor environments such as residential courtyards and for areas with high-speed dynamic obstacles like parking garages. It features stronger perception with 3D LiDAR, greater computing power with dual SoCs, and improved obstacle-crossing capability. With optimized environmental adaptability and a fully automated workflow, it delivers a safer and more efficient cleaning experience for users.

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PUDU MT1 Vac Flyer

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Through years of market experience with the CC1 series and MT1, we've identified a strong demand among customers for automated cleaning robots with large capacity and high-efficiency vacuuming. Yet this segment remains noticeably underserved in the current market. The MT1 Vac was created to fill this gap —purpose-built for vacuuming scenarios, it delivers upgraded suction performance to meet more advanced dry cleaning needs.

PUDU MT1 Vac

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PUDU D5 Series

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PUDU D5 Series are Industry-grade Autonomous Quadruped Robots developed by Pudu X-Lab, designed for autonomous 
operations in complex and challenging environments. 

Powered by high-performance computing and multi-modal 
perception, it combines robust all-terrain mobility with IP67  protection, enabling it to traverse seamlessly between cities 
and wild terrains for inspection, delivery and exploration 
tasks — redefining the limits of autonomous mobility.

Industry-Grade Autonomous Quadruped Robot

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News

70% of Total Revenue: How Pudu's Commercial Cleaning Robots Became the Core Growth Engine

Pudu Robotics Launches its Latest AI-Powered Autonomous Cleaning Robot – PUDU CC1 Pro

Pudu Robotics Launches PUDU MT1 Max: AI-Powered 3D Perception Robotic Sweeper for Complex Large-Scale Environments

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