How it worksEvidenceContact
Context-centric AI for physical systems

Your system. Your context. Your operational brain.

ArcUI builds it from what you already have — the equipment datasheet, the supplier’s AAS, or a few hours reading your plant. Your team operates and trains in it before anything is connected. When recording is armed, every decision is sealed with the evidence behind it. What a recorded incident proves becomes a proposal; a domain expert decides what becomes an approved playbook.

Contact us →See how it works
A physical system needs more than an answer.

A physical system needs more than an answer.

Watch the demo
🔒 Every point declares its owner. Strict operations refuse unauthorized writes.
✍️ Every accepted write carries its writer identity.

Operate. Evidence. Learn.

What your team learns operating the system stops leaving with the person who saw it.

Operate, evidence, learn: a loop where a person decides which recorded lessons become approved playbooks.OperateLIVE · TRAINING · REPLAYEvidenceSEALED AND ATTRIBUTEDLearnPROPOSE · REVIEW · PROMOTE
  1. 01 — Operate
    People and the assistant run the system. While recording is armed, values and actions are captured with the identity of whoever produced them.
  2. 02 — Evidence
    The session closes with a SHA-256 manifest over its evidence files. Signing is optional; replay reconstructs the recorded state and timing.
  3. 03 — Learn
    The record proposes what it taught — a limit, a fault, a response that worked. A person authorizes or rejects it; an approved response becomes a deterministic playbook for the next equivalent alarm.
Human-in-the-loopThe system proposes, history checks, and a domain expert approves what becomes reusable knowledge.
How the loop is governed →What the record contains →
ArcUI System is operational. What you see in the demo runs today — not a rendering. Where a part of the loop is built but has not yet closed on a recorded session, the page describing it says so.
Tell us what you have to prove.
Contact us →