Encode the craft. Fire the future.
We're building physical AI for one of humanity's oldest industries. If you want your work to run on real plant floors and change real margins, we should talk.
Work that touches the physical world
This isn't a dashboard. Your models drive presses, robots, and kilns.
Real physical AI
Vision, twins, and agents that control heat, force, and matter, not just pixels.
Measured on outcomes
We ship to hard metrics on downgrades, energy, and yield.
Craft, encoded
Work alongside kiln masters and technologists to capture their judgment.
Grounded, bounded, proof-driven
We hold ourselves to the same standard as our product: every decision grounded in evidence, every claim backed by a number. We deploy plant-edge, we respect the physics, and we earn the trust of skeptical engineers on real production lines.
- Ship to real plantsYour work runs on production floors, not demos.
- Respect the physicsWe build for the reality of clay, glaze, and heat.
- Earn engineer trustWe win by being auditable, not by being loud.
Where we're hiring
We're an early team building the core platform. These are the shapes of roles we're growing into.
Physical AI / Perception Engineer
Line-speed vision on Jetson, DeepStream, TensorRT, for green and fired grading.
Express interestSimulation / Digital-Twin Engineer
Physics-informed firing and shrinkage simulation on Omniverse-class tooling.
Express interestRobotics Engineer
Isaac-based glazing, sorting, and packing workcells for the plant floor.
Express interestCeramics Process Specialist
Bridge the craft and the code, encode kiln, body, and glaze expertise.
Express interestOptimization Engineer
cuOpt and RAPIDS for kiln energy, sorting, and schedule optimization.
Express interestField Deployment Engineer
Stand up plant-edge pilots and win the trust of plant teams.
Express interestEarly, ambitious, GPU-native
“The most interesting AI problems aren't on a screen. They're at 1,300°C, where the clay decides whether your model was right.”
More than a job spec
We're building something rare, here's what you get building it with us.
- Physical impactYour work changes real margins on real plant floors.
- GPU-native stackJetson, Omniverse, Triton, Isaac, cuOpt, the full physical-AI toolkit.
- Domain depthLearn ceramics from the kiln masters whose craft you're encoding.
- Early ownershipShape the core platform, not a corner of a mature product.
- Proof cultureWe settle debates with metrics, not opinions.
- Mission that lastsModernize one of humanity's oldest industries.
How we hire
A process built to respect your time and test what matters.
Intro
A conversation about you, the mission, and the fit.
Deep dive
Work through a real problem from the plant floor together.
Meet the team
Talk with the people you'd build alongside.
Offer
Move fast once we both know it's right.
Physical AI, end to end
You'll work across perception, simulation, robotics, and optimization on a GPU-native stack.
Kiln & press OEMs
Glaze & decoration
Inspection & data
Ceramics groups
is where your model is judged
The most interesting AI problems aren't on a screen, they're in the kiln, where the clay decides whether you were right.
Don't see your role?
If you build physical AI, robotics, or plant systems and this mission moves you, reach out anyway.