The Xlean TR1 changes robot hand vacuum cleaner in a second. The most interesting thing is that he learns from you

A robot that learns from you, who observes how you clean and then replicates your movements to do the job on your own. This is how the TR1 is presented, Xlean’s first modela startup formed by experiencers with experience in DJI and Roborock. This device combines two functions in a single body: it is an autonomous vacuum and hand vacuum cleaner, capable of becoming a second. According to Yanko DesignThe company wants TR1 to be much more than another appliance: it raises it as a step towards domestic robots capable of adapting to each home.

The launch of the TR1 arrives at a time of effervescence for domestic robotics. In the IFA 2025 fair we have seen bets like the DREAME CYBER X.which incorporates Quadtrack technology to climb stairs, or LG’s “invisible” robotdesigned to hide under the sink and always keep the mop. Faced with these proposals, Xlean seeks to differentiate himself. The startup, founded in 2022 and backed by the Robotics Institute of Hong Kong UniversityHe wants to open a new chapter in the sector with a more ambitious idea.

UU device that mixes instant transformation and adaptive intelligence

The TR1 key is in its ability to move from autonomous robot to hand vacuum cleaner in the blink of an eye. This change is made through an electrical blocking system that Release the main module with a single gesturedesigned to act instantly in front of any unforeseen. The startup says that this design is not only practical, it also serves as a gateway to the learning system. In manual mode, the device collects data on how the user cleans and transforms those records into patterns that applies later when it works autonomously.

The manual TR1 mode is the basis of what Xlean calls “self -evolve intelligence.” Thanks to an RGB-D camera, a green laser sensor and motor encoders, the device records in detail how the user addresses cleaning tasks. The company states that these data are anonymized before being sent to the cloud and that its collection is always carried out with explicit consent, although that protection remains a promise that will have to be checked.

Unlike what it might seem, learning is not immediate or limited to each team. According to Xleanthe information obtained is used to train artificial intelligence models that, in theory, benefit the entire user base. The advances would be incorporated into new versions of the software distributed by OTA updates, so it is not clear when or how real improvements will be perceived in each home. To reassure users concerned about their privacy, the device integrates a physical shutter that blocks the camera and offers a visual confirmation that it is not recording.

For its proposal to work, the TR1 needs real cleaning power, especially in manual mode, when the user faces the worst spills. Xlean has developed a system called Dual-Motor Directsuction, which combines a high pressure suction with 800 rpm rollers to aspire solids and liquids at the same time. The company ensures that this design prevents the remains from spreading, thanks to Vortexmatrix technology, perfected after three years of tests and 40 prototypes. Yanko Design points out that these figures are ambitious, although it still remains to verify its effectiveness outside the laboratory.

The TR1 also bets strong in navigation. Its square design allows you to clean corners with an accuracy of up to 6 mm, a weak point of traditional circular robots. According to the company, the device is able to map a 150 -square -meter house in just three minutes and Recognize more than 400 types of obstacles Thanks to a combination of vision and identification by Lidar. Xlean ensures that this performance is the result of millions of simulated scenarios and that its reinforcement learning software is prepared to move without being trapped. These promises must be validated in real evidence, but point to a remarkable advance.

Xlean has also designed the Omni Station as a key complement to the TR1. The base includes an emptying system that manages liquid and solid waste, something rare in the market. The company states that the station performs a complete cleaning with hot water at 60 ° C and an automatic drying to keep the equipment ready. It also offers the possibility of direct connection to the water network and the drain, which would eliminate manual deposits. In addition, the ecosystem is committed to integration with Matter and Homekit, and a modular design that will allow future extensions.

As we say, the TR1 has been presented in IFA 2025, but its future is far from assured. Xlean states that he will soon launch a Kickstarter campaign To bring it to the global market, a habitual strategy between startups that seek financing and validation before producing on a large scale. Promises are ambitious, however, there are important unknowns, from their real autonomy to the cost of consumables and the reliability of updates. Everything will depend on how the public responds to this first test of interest. At the moment, the company has not revealed the price of the device.

Images | Xlean

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