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Resources

Understand ceramics autonomy

Field guides and explainers for plant leaders, technologists, and engineers evaluating autonomy for the ceramics plant.

Guides

Start here

Practical explainers on the physics and the systems behind Porcelio.

Simulating the burn

How a physics-informed twin predicts fired caliber, shade, and planarity before firing.

Read the guide

Grading green & fired

Why grading green pieces changes the economics of defect and tone control.

Read the guide

The firing curve, explained

How adaptive firing-curve control replaces overshoot-to-be-safe.

Read the guide

Robotic glazing without drift

Closed-loop coverage and thickness control across changeovers.

Read the guide

Tone & caliber sorting

How robots build uniform commercial lots from per-piece grades.

Read the guide

The physical-AI stack

The GPU-essential architecture behind the closed loop.

Read the guide
By role

Find what's relevant to you

Jump to the material that answers your question.

For executives

The ROI case: downgrades, energy, yield, and the land-and-expand model.

For champions

How autonomous firing, glazing, and sorting relieve the craft-labor crunch.

For engineers

Architecture, grounding, bounds, and integration with your controls.

At a glance

The numbers behind the category

$22B market for ceramics process automation and inspection
13% annual growth in autonomous segments
1,100–1,300°C the firing range Porcelio controls
5 GPU-essential systems in the ecosystem
Glossary

The language of the plant

Caliber is the fired dimension a piece is sorted into; tone or shade is its fired color grade; dunting is thermal cracking on cooling; crawling and pinholes are glaze defects; vitrification is the phase change that gives a fired piece its strength. Porcelio controls all of it.

CaliberTone / shadeDuntingCrawlingPinholesVitrificationPlanarityEngobe
KEY TERMSCERAMICS
Caliberfired dimension grade
Tonefired color grade
Duntingcooling crack
Vitrificationstrengthening phase
Planarityflatness
Questions

Answers for plant leaders

Do you publish technical detail?
Yes, our product and technology pages go deep on the twin, perception, and the GPU-essential stack. For architecture reviews, contact us directly.
Can we get a walkthrough for our team?
Absolutely. Book a pilot conversation and we'll tailor a walkthrough to executives, champions, or engineers.
Evaluating autonomy

How to work through the decision

A simple path from curiosity to a scoped pilot.

Learn the loop

Read how perceive–decide–act closes on a ceramics line.

Map your loss

Identify where downgrades, energy, or yield leak on your line.

Pick a workflow

Choose the one with the clearest ROI to prove first.

Scope a pilot

Agree a hard metric and get plant-edge running.

Where it fits

Built for the plant you already run

Every guide maps back to the equipment, controls, and data systems on your floor.

Kiln & press OEMs

Roller kilnsTunnel kilnsHydraulic pressesExtruders

Glaze & decoration

Glaze linesDigital decorationEngobe applicationRobotic cells

Inspection & data

Profile scannersSCADA / PLCMESHistorian

Ceramics groups

Multi-siteR&D labsSustainabilityQuality
The physics
1,100–1,300°C

is where the margin is decided

Everything in these guides comes back to one thing: controlling the burn, the body, and the glaze at temperatures that leave no room for error.

“The clearest explainer we found on why firing control is an AI problem, not a thermostat problem.”
PE
Process EngineerReader, technical ceramics (illustrative)

Have a specific question?

Tell us your line and your loss, and we'll point you to the right material, or just talk it through.

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