Designing for the operator

The original Verify UI was designed for forensic analysts — long-form, detail-dense, expert-coded. Then we discovered most of our usage came from operations staff who needed a decision in under 30 seconds.

This post walks through the redesign: the verdict-first layout, the secondary-evidence drawer, and the audit detail that now lives behind a single keyboard shortcut.