One closed loop from clay to finished piece
Porcelio unifies perception, simulation, and control into a single autonomy layer that runs the ceramics plant, body prep, pressing, drying, glazing, firing, inspection, robotics, and energy.
A closed loop across the whole plant
Porcelio doesn't advise from the sidelines. It senses the line, decides the setpoints, and drives the presses, glaze lines, robots, and kilns, then learns from every fired outcome.
Sense every piece
Multi-camera and profile vision grades green and fired defects, tone, caliber, and planarity at line speed, and reads kiln, dryer, and press telemetry.
Simulate, then set
The kiln-and-body twin tests firing curves, shrinkage, and glaze behavior, returning the setpoints that hit spec at the lowest energy and defect risk.
Drive the plant
Bounded agents control body prep, pressing, drying, glazing, firing, and robotic sorting, closing the loop from perception to press-and-kiln control.
See every piece, green and fired
High-speed multi-camera and profile sensing inspects pieces at line speed, grading defects, tone, caliber, and planarity, then labels the fired outcome and links it back to the body, press, dryer, glaze, and firing conditions that caused it.
Simulate the burn, then choose the curve
The kiln-and-body digital twin simulates firing curve, shrinkage, vitrification, tone, and glaze behavior for a specific recipe, returning the setpoints that hit target caliber, shade, and planarity at the lowest energy and defect risk, before a single piece enters the kiln.
- Physics-informed twinModels shrinkage and vitrification for each body-and-glaze recipe.
- What-if firing curvesTest energy-saving curves in simulation before the burn.
- Hit spec before the burnPredict fired caliber, shade, and planarity in advance.
Drive the presses, glaze lines, robots, and kilns
Bounded agents control body and slip preparation, pressing and forming, drying and glaze application, kiln firing curves, and robotic glazing, sorting, and packing, closing the loop from perception all the way to press-and-kiln control.
Five systems. One plant-edge runtime.
Each product is individually purchasable and GPU-essential, adopt one, then expand into the full closed-loop platform. They share one runtime, one firing-and-quality data lake, and one model router.
Kilnex DIGITAL TWIN
A physics-informed twin of the kiln and body that predicts fired caliber, tone, and planarity before a piece enters the kiln.
Vitreo PERCEPTION
Plant-edge vision that grades green and fired defects, tone, caliber, and planarity at line speed, and links them to the cause.
Glazio ROBOTIC GLAZING
Closed-loop control of glaze, engobe, and digital decoration, commissioned in simulation before the robot touches a piece.
Thermiq ENERGY & YIELD
Kiln and dryer energy optimizer that plans firing schedules to hit spec at the lowest energy and carbon per square meter.
Sortiq ROBOTIC SORTING
Robotic sorting, packing, and palletizing that consumes Vitreo grades to build consistent commercial batches every shift.
Run the whole plant on Porcelio
Body prep, pressing, drying, glazing, firing, inspection, robotics, and energy, one closed perceive–decide–act loop.
Every corrected outcome sharpens the plant
Data compounds in a loop that point tools can't accumulate: perception trains the twin, the twin feeds energy and decoration setpoints, and each corrected outcome deepens the shared craft memory.
Vitreo labels the outcome
Fired-defect and tone labels become the ground truth that trains the twin.
Kilnex simulates the burn
Simulated firing curves feed Thermiq's energy plans and Glazio's decoration setpoints.
Craft memory compounds
Corrected outcomes accumulate into a shared memory that gets sharper every shift.
What a plant running on Porcelio looks like
Point tools measure. Porcelio acts.
Fixed-threshold scanners and offline simulators see fragments. Porcelio closes the loop and accumulates craft memory point tools can't.
Answers for plant leaders
Does Porcelio replace my existing kiln and line controls?
How long until we see results?
Is every decision auditable?
See the platform on your line
We'll map the closed loop to your presses, glaze lines, dryers, and kilns, and scope a paid pilot on your highest-ROI workflow.