Physical AI should not start at $15,000 — we build the robot arms and edge AI computers here in Almaty.
THE PROBLEM
Physical AI is priced out of the rooms where it should be taught
The arm costs more than the lab
EDUCATIONImported manipulators start at $3,000 and run past $15,000. At that price a school buys one, locks it in a cabinet, and no student ever takes it apart.
$3,000–15,000+ per imported arm
2–4 months lead time
plus customs, plus freight
English-only manuals
The curriculum stopped at the Arduino cart
Programmes still end where line-following ends. Nothing in them reaches machine vision or kinematics, so students never touch ROS2, imitation learning or reinforcement learning — and the country keeps not producing Physical AI engineers.
No machine vision, no kinematics
Nowhere to practise ROS2
No imitation / reinforcement learning
The factory is not allowed to use the cloud
INDUSTRYPlants cannot ship camera footage off site — security will not sign it off. And there is no local infrastructure to run neural networks where the cameras actually are.
Footage cannot leave the site
No on-premise inference hardware
Uplinks that drop take the system with them
Already in classrooms, at a fifth of the price
$30,000+
Revenue from stations already delivered to Kazakh schools
3 schools
Tamos Fiztech, Pythagor and Bilim-Innovation, running now
2–3 lessons
Before a student has basic control of the arm, by their teachers’ count
MADE IN ALMATY
Built, shipped and
serviced from here
WHO IT'S FOR
Two directions, one stack
STEM schools
- $600 station
- Block programming → Python
- 36-hour course included
Vocational colleges
- Setup and calibration practice
- Parts replaced on site
Universities & labs
- $1,500 research station
- ROS2, PyTorch / LeRobot
- Dataset capture and teleoperation
Factories & integrators
- Safety-compliance monitoring
- Defect detection
- Turnkey edge deployments
PRODUCTS
What the lab ships
Two lines, one software core: the stations that teach Physical AI, and the box that runs it on a factory floor with the uplink pulled.
Argus sees everything.Not another camera in the cloud — an AI box behind your own door.
A fanless IP67 box plugs into the CCTV you already own and reads every stream on site: people, vehicles, PPE, restricted zones. Rated for 24/7 on a factory floor. No footage leaves the building — only the events do.
- EDGE AI CORE
- $2,450
- plus $300 a year for software upkeep
- THROUGHPUT
- 100 TOPS
- Jetson Orin, eight camera streams at once
On your premises
Nothing is queued or shipped upstream for a verdict. Only the event crosses your firewall, and the box keeps working the moment your uplink does not.
Every camera you already own
Argus does not ask you to touch a single lens — it listens to the RTSP or ONVIF stream your cameras already speak.
Inference stays on the box
Detection and rule evaluation run on the Jetson Orin’s own GPU, frame by frame, against the rules you set per zone. The Vision Stack ships pre-installed.
Teleop stations for a new era of edtech robotics.$600 for the classroom, $1,500 for the lab.
A student drives the follower arm through the leader arm and feels the task before a model ever sees it. Every run is recorded as a dataset, and that dataset is what the policy learns from.
- FULL KIT
- $600
- against $35,000 for an industrial manipulator
- ALREADY RUNNING
- 3 schools
- Tamos Fiztech, Pythagor, Bilim-Innovation
Hands first, autonomy second
The student feels the task through the leader arm before a model ever sees it — teleoperation, then dataset capture, then a policy that runs on its own.
The whole station in one crate
Two SO-101 arms, leader and follower, with cameras and mounts — assembled, wired and calibrated before it ships. Ubuntu, Python and the training stack come pre-installed and version-pinned.
A research tier when the class outgrows it
The $1,500 station adds the precision a lab needs: ROS2 and PyTorch / LeRobot end to end, dataset capture, reinforcement learning and teleoperation — the functionality of $5,000+ rigs.
Curriculum and teacher training
A finished 36-hour course in Russian, written against the school programme and classroom-tested in three schools first. We train your teacher until they can run the class without us, then stay on call for the school year.
NEXT UP
Tell us what you needSee a station run, or put an Edge Core on your line.
Specs, the 36-hour course outline, lead times and pricing — in one reply.