Three moats. One technology foundation.
XBOT built a complete stack, from physical hardware to intelligent decisions to continuous improvement. The three layers lock together, and they are why the machines keep getting better long after they are installed.
A Lego-style platform. Built to learn new skills.
XBOT's own modular hardware redefines how a robot is built: not a closed, single-purpose appliance, but an open platform that can take on new capabilities.
- Standard interfaces, combined freely
- Extends from one skill to the next
From single-purpose machine to capability platform.
A brain that generalizes. Not a script it repeats.
The system does more than run preset programs. Its task brain understands a skill, carries it to new machines and makes its own decisions.
- VLA models learn the pattern behind a skill
- Learn a skill once, move it to new hardware
From automatic execution to autonomous decisions.
A thousand venues' worth of experience. Every machine gets smarter.
Deployments across 100+ cities feed a data loop no lab can match. Real-world interaction data trains the models, and the models make the whole fleet better.
- Captures rare, real-world physical interaction data
- Data flows back into the models, so intelligence keeps improving
From one-time delivery to smarter every day.
The hands: craft, not just mechanics.
This layer turns a robot from a machine that moves into one that carries a craft, and it solves the hardest problem in food service: handling soft, delicate ingredients. The goal is craft-level replication.
Visual imitation learning
An array of 11 HD cameras captures a master barista from every angle, mapping trajectory, speed and acceleration in 3D.
Human craft becomes precise instructions, and the robot reproduces the movement to the millimeter.
Generative motion planning
With generative AI, the robot creates new, physically accurate motion paths from plain-language instructions in real time.
Every cup can be personal instead of pre-programmed.
Force-position hybrid control
Food is sensitive to pressure. XBOT's six-axis dual-arm system senses contact force and adjusts its posture within milliseconds.
Coffee grounds and milk foam are handled gently, and every drink comes out consistent.
The brain: it runs the whole shift.
This layer turns a robot from one automated step into a coordinator that manages the entire workflow in a busy commercial setting, end to end.
Task-orchestration model
Understands long, multi-step tasks and coordinates both arms and the equipment around them.
At peak times it splits work between the arms to finish two drinks in 110 seconds.
Multimodal perception and feedback
It sees drink status and stock levels, feels force, and tracks temperature and cleanliness.
It warns before supplies run out, starts cleaning on its own, and recovers from mishaps like a tipped cup with one tap, using fixes it learned in simulation.
Cross-category food prep
Modular end tools plus one shared AI foundation.
Load a new skill pack and the same brain moves from coffee to ice cream to light meals, the groundwork for a true general-purpose service robot.
Warmth, not just function. A digital host with a personality.
XBOT's digital-human system is built for connection. It runs on the device for speed and privacy, and reaches for the cloud only when it needs more intelligence, balancing cost and experience.
Rendered on the device
Facial expressions, lip sync and micro-expressions all run on the machine's own GPU.
No cloud rendering costs, and no slowdown as the fleet grows.
Flexible intelligence, device to cloud
Conversations switch seamlessly between a small on-device model, for weak networks and privacy-sensitive venues, and a large cloud model for complex questions.
One interface, tuned for speed and cost.
Custom characters
Two tracks: high-precision premade characters that keep your brand consistent, and fast AI-generated characters for collaborations and campaigns.
Built to deploy anywhere
Preset role packs, like barista, guide or companion, work out of the box.
Secure one-click OTA updates refresh models, characters and scripts, so one build rolls out to many venues.
The robot takes the repetition. People keep the hospitality.
Every capability on this page does one thing for the people around the machine: it takes the grind. The four-hundredth identical latte, the 5 a.m. open, the late close. Your team keeps what no robot can do: remembering a regular's name, reading the room, making someone's day.
Precision, handled
The robot holds the craft steady, cup one or cup four hundred, so quality never depends on who is tired.
People, freed up
Staff move from repetitive prep to hosting, recommending and taking care of guests, the part of the job people actually love.
New skills, close to home
Every machine needs people to run, stock and service it. HUN trains Canadian operators and staff, and services every unit from Toronto.
Robots pour. People host.
See what this technology could do at your location.
Two minutes, no sales call. Tell us about the site and we'll come back with fit, footprint and economics.