Guiding operators through setup, diagnosis and validation.

random parameter guessing
operator always guided
minute tests to find the stable parameter
A pre-flight that isolates hardware issues before the first cut.
Quick tests that find the stable parameter, not random attempts.
Voice-guided help and automatic service reports.

When a micro-cut won't stabilize, it tells a process error from a fault.
Checklist
Standardize the setup.
Micro-test
Probe the parameter.
Diagnose
Process or hardware.
Validate
The operator confirms.
In final pre-launch, available end of Q4.