Robotics
Robotics
Research to Production — Cobot Intelligence
Multi-task robots guided by the same intelligence layer as Factory Brain. Currently in research at Mila, moving to production pilots in 2026.
peer-reviewed research behind every deployment
disruption to existing workflows
intelligence layer for cameras and robots
Capabilities
What Robotics does for your factory.
Scene Understanding
Robots perceive the factory environment through shared camera systems — mapping people, materials, and obstacles in real time.
Task Planning
An orchestration layer breaks complex jobs into skills and dispatches them to the right robot with the right affordances.
Modular Control
One specialized model per skill — robust, testable, replaceable. Not a monolithic black box.
Multi-Robot Coordination
When robots need to work together, the orchestration layer coordinates their tasks, timing, and shared workspace.
The Same Brain That Reads Your Operation Can Guide Robots Through It
Rise’s robotics research is built on the same perception and intelligence layer as Factory Brain. The cameras that read your operation also guide your robots. One system, shared understanding.
How We Think About Robots
A robot brain has three parts: perception (understanding the world through sensors), planning (deciding what to do), and control (making it happen). Most approaches try to cram all three into a single massive model. We don’t.
Our approach is modular. One specialized model per skill — pick up a part, drive from A to B, load a machine. Each model is small, fast, and testable. When something goes wrong, we know exactly which skill failed and can fix it without retraining the entire system.
Shared Perception, Coordinated Action
Factory Brain’s cameras already map your operation. Robots plug into that same map — they see what the cameras see. When a corridor is blocked or a workstation is occupied, the robot knows before it gets there.
For multi-robot environments, an orchestration layer coordinates tasks across robots. It breaks high-level jobs into subtasks, checks what each robot can do, and dispatches work accordingly. When things go wrong, it reroutes.
Built for Real Factories
We don’t start with a humanoid and work backwards. We start with your factory’s actual bottleneck and work forwards. CNC loading, material transport, edge banding — we match the robot to the task, not the other way around.
Every robot we deploy connects to the same intelligence layer. The data from its work feeds back into Factory Brain, closing the loop between what your factory sees and what it does.
Research-Backed, Moving to Production
Rise is a spinout of Mila, Quebec’s AI Institute. Our robotics work builds on peer-reviewed research in scene understanding, diffusion policies for control, and LLM-based planning — published at top venues like ICRA 2026. The science is cutting-edge. The deployment is practical.
See Robotics in action.
Book a demo and we'll show you what your factory is missing.