Autonomy you can trace and trust
Autonomy in a ceramics plant only works if engineers can inspect it. Every Porcelio decision is grounded in telemetry, bounded by limits your team defines, and traceable back to the piece and the cause.
Grounded, bounded, auditable
Three commitments that make plant autonomy trustworthy.
Grounded
Every output cites the telemetry, twin simulation, and prior outcomes behind it. Nothing is a black box.
Bounded
Agents act within setpoint limits your engineers define. Control is constrained, not open-ended.
Auditable
Every fired outcome links back to the piece, the body, the press, the glaze, and the firing conditions.
Runs where your data lives
Inspection and robot inference run on plant-edge hardware, so quality-critical workloads keep running independent of the network. Data-lake and simulation deployment, on-prem, hybrid, or cloud, is scoped per customer to fit your IT and data-residency requirements.
- Plant-edge inferenceVision and robot cells run locally on Jetson hardware.
- Flexible deploymentOn-prem, hybrid, and cloud options for the data lake and twin.
- Integrates with SCADAWorks alongside existing controls, reading telemetry and issuing bounded setpoints.
Engineers stay in control
Autonomy augments your technologists and kiln masters, it never removes them from the loop.
Human-defined bounds
Your engineers set the limits agents operate within.
Reviewable actions
Every setpoint and decision is logged and reviewable.
Metric-anchored
Pilots are tied to hard, agreed metrics, not vague promises.
Trust is a design constraint
Answers for plant leaders
Can we audit what the system did?
Do agents have unbounded control?
Where does our data live?
From pilot to production, auditable throughout
Trust is built into the rollout, not promised after it.
Define bounds
Engineers set the setpoint limits agents are allowed to act within.
Log everything
Every decision is recorded with its telemetry, twin, and prior-outcome evidence.
Trace outcomes
Each fired piece links back to its body, press, glaze, and firing cause.
Review & expand
Teams review the audit trail, confirm the metric, then expand kiln by kiln.
Deploys within your governance
Porcelio slots into your existing controls, data-residency rules, and security posture, scoped per site.
Kiln & press OEMs
Glaze & decoration
Inspection & data
Ceramics groups
Every deployment ships with
Trust artifacts aren't an add-on, they're part of the platform from the first pilot.
- Decision logsEvery setpoint recorded with the evidence behind it.
- Defined boundsSetpoint limits your engineers set and can change.
- Root-cause traceEach fired outcome linked back to body, press, glaze, and firing.
- Deployment scopingOn-prem, hybrid, or cloud, mapped to your IT requirements.
- Human oversightTechnologists and kiln masters stay in the loop.
- Metric anchoringPilots tied to hard, agreed metrics.
ever ships to your floor
If an engineer can't inspect why the system did something, it doesn't belong in a ceramics plant. Grounding is non-negotiable.
Review the trust model
We'll walk your engineering, quality, and IT teams through grounding, bounds, auditability, and deployment.