Autonomy for the physical world
Machines you already own, made autonomous.
Monitoring tells you what already broke. Movendi perceives the floor, decides, and drives the machines you already run. No rip and replace.
ScrollThe shift
Monitoring ends in an alert. Movendi ends in an action.
The category you know
A fixed failure library
Sensors watch for failures written in advance. They flag what is known and wait for a person to act.
What Movendi is
Perception that acts
Movendi reads the whole scene, not a checklist, and acts on the machine directly.
Deployed today
135 native connectors
Into the PLCs, CNCs, and robots already on the floor.
+20% OEE
On a forging line across three shifts, against the plant's own pre-deployment baseline.
55 gateways
In production across manufacturing sites in North America and Europe.
4 days
Delivery to full production, with the process proven in simulation first.
A press controller from 1998.
A Siemens S7-300 at a European forging plant, previously unreachable. Connected in under an hour, streaming to AI models the same day. On another S7: 48,454 symbols discovered in seconds.
Where it runs
01 / Manufacturing
Presses, CNC, robots
Mixed fleets from vendors never meant to talk.
02 / Life sciences
Aseptic and GMP
Filling lines and containment, bound by operator judgment.
03 / Hospitals
The infrastructure
Power, thermal, air, and cold chain. Never patient data.
The frontier
What ships today is perception and actuation. What we are building is the Reality Model: one system that learns to predict how the physical world evolves, in place of the stack we assemble today. It is hard, it is unsolved, and it is why we are here.
Read the research โ