Cases
The equipment changes. The three stations don't.
Operate, evidence, learn — described below for the settings ArcUI is built for.
Energy
Wind farms
Operates
Each turbine is a live twin fed from the existing SCADA.
Proves
That the fleet ran inside its declared envelope, and what was done when it did not.
Learns
Gust, icing and storm responses that worked become playbooks the next site starts with.
Manufacturing
Robotic cells
Operates
Welding arms, gas supply and line state in one spatial view, with each asset’s limits declared up front.
Proves
That the process ran to spec, batch by batch.
Learns
Limits corrected on the floor stop living in one technician’s head.
Training
Clinical and field
Operates
Trainees rehearse in the same twin their team operates, disconnected from consequences.
Proves
Who was trained, on what event, and how they responded.
Learns
The responses instructors approve become the reference for the next cohort.
Research
Instrumented experiments
Operates
Instrument readings and model outputs share one space, each value carrying its writer and model version.
Proves
That a run is reproducible by someone else, from the bundle alone.
Learns
Calibrations and failure modes are written into the equipment model, not into a lab notebook.