Designing dashboards operators actually trust

An accurate model with a confusing dashboard gets ignored. Operators and administrators need a small number of clear signals, not a wall of raw detections.

We design reporting around the decision someone needs to make, then work backward to which detections and confidence values feed that decision.

That discipline is why a dashboard should feel closer to a control panel than a data export.