Early warning as the run's condition changes, hour by hour.
Forecast yield, spec and harvest timing mid-run.
Test feed and set-point choices against your objectives.
Carry evidence from bench to commercial vessel.
Hold stability across long operating windows.
Compare batches, run investigations, keep the knowledge.