Capabilities
Everything a cell needs, from one team.
We combine machine building with simulation and AI. Here is what we are working on every day.
Robotic cells
We design cells around the process: robot, gripper, feeding, safety and the link to the machine.
- Cobots on mobile platforms and in fixed cells
- Grippers for soft, heavy and odd-shaped goods
- Palletising and machine loading
- Safety concepts and commissioning
Simulation & digital twins
We rebuild machines, cells and halls in physics simulation, with people, vehicles and sensors in them.
- Layouts and cycle times tested virtually
- Sensors simulated like the real ones
- Scenes built from CAD, scans and photos
- Robot programs checked before deployment
Robot learning
We teach robots new tasks with vision-language-action models, trained on demonstrations generated in simulation.
- Scripted experts generate training data
- Many environments in parallel
- Policies tested in closed loop
- Transfer from simulation to the real robot
Machine vision & synthetic data
We train perception with rendered datasets, generative augmentation and verified annotations of real footage.
- Synthetic datasets from prepared 3D models
- Real images labelled by foundation models, checked and corrected
- Detection, segmentation and 6D pose
- Models compressed for edge devices
Mobile robots & edge AI
We give mobile robots eyes: cameras and laser scanners fused into one picture of the people and objects around them.
- Person detection and following
- Camera and lidar fusion with tracking
- Quantised models on edge accelerators
- Integration with vehicle controllers
Industrial software & AI agents
We build the software around the machines: web platforms, configurators, dashboards and AI assistants that answer from real data.
- Full-stack web apps, multilingual
- AI assistants in chat and on the web
- Containerised, monitored deployments
- Data pipelines from machine to dashboard
Machine building
Our team brings eleven years of experience in special-purpose textile machinery, from design to commissioning.
- Mechanical design and motion studies
- Laser-cut, milled, turned and printed parts
- Controls from microcontrollers to PLCs
- Recipe-driven operator interfaces
Machines we build
From the CAD model to production.
Photorealistic visualisations generated from our CAD models.
Have a process that should run by itself?
Tell us about your machine, your parts and your shifts. We answer with a first concept.