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Industrial Physical AI · sample · Manufacturing
Humanoids on the line, without the near-misses.
Line-side AMRs feed stations, humanoids handle tool and WIP moves, people work in the same aisles. Cameras see the cell; nobody sees the cell as a whole.
Line-side AMRs · humanoid co-work · one shared world
What we deliver
One measured world.
For manufacturing.
01
One shared world
missionGRAPH lands AVEVA PI process data and Wittra ±50 cm positions on one graph — the cell as the fleet sees it.
02
One fleet, one motion
swarmCORTEX re-plans AMRs and humanoids together: fewer blocked aisles, fewer waits at the station.
03
Measured, then deployed
Same seeds, same physics in simulation first; numbers labelled; then the floor.
REAL → SIM → REAL
The loop, on your floor.
Measured in. Simulated. Back to the fleet.
What goes in from your manufacturing floor, what we simulate, and what comes back to every machine — labelled simulated until it runs on your floor.
01 · REAL
Every AMR, humanoid and person — measured.
- ±50 cm positions from the Wittra mesh, line-side
- AVEVA PI: takt, station state, WIP
- No camera needed to see the cell as a whole
Measured, not inferred
02 · SIM
The shift, replayed with the sense on/off.
- NVIDIA Cosmos 3 world model of the cell
- Swarm sim: AMR + humanoid tasks, same seeds
- Throughput and near-misses measured, labelled
NVIDIA Cosmos 3 · swarm simulation
03 · REAL
One plan to every machine on the line.
- swarmCORTEX routes AMRs and humanoids as one
- Blocked aisles re-planned before the wait
- Potential up to 20% more units per hour — simulated
Back to the manufacturing floor
Targets
What good looks like.
Numbers from paired-seed simulation, rounded down and labelled. Your floor sets the real number — that is what the pilot measures.
potential up to 20%
more units per hour · simulated
−20%+
near-misses between machines and people · simulated
±50 cm
shared position truth, GPS-denied
Contact
Get in touch
Bring your manufacturing floor.
Tell us what you are building. A short introduction, NDA — then we simulate your site first.
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