Monitoring tells you what already broke. Movendi perceives the floor, decides, and drives the machines you already run. We are building the world models to do it at scale.
Sensors watch a machine against failures written in advance. They flag what is known and wait for a person to act.
Movendi understands the whole scene, not a checklist, and acts on the machine directly.
One layer on the controllers already on your floor. No new machines, no rip and replace.
Scene-level perception.
Encoded expertise turns perception into intent.
A directed move on the equipment.
A failure library knows a vibration signature means a worn bearing. A world model understands the causal state of a machine and its cell, simulates what happens if it acts, and chooses. That is the difference between classifying a problem and acting on it, and it is what lets autonomy generalize across machines and floors. It is hard, it is unsolved, and it is the problem we are here to solve.
Movendi is the industrial actuation platform of Kaliber Labs. The same world models that move a machine on a factory floor move a robot at a patient's bedside. One mission, two frontiers.
A small team inside Kaliber Labs, with a real actuation platform shipping today and an open frontier ahead. Autonomy where the model has to be right, because the machine moves when it decides.