Turn a plain message into a decision you can act on — the chosen label, a confidence you can set
a threshold on, and a look at how the models voted. No training, no paid API; three sub-1B open models
running on ordinary hardware.
The gate is what turns a prediction into an action: auto-act above the line, escalate to a
human below it. This live demo is the zero-shot tier (uncalibrated); the self-hosted service adds
temperature calibration and a precision-guaranteed (conformal) gate — see the repo.