The solution cuts straight to the answer: search a question and get five findings immediately, each flagged by how much its sources agree, with a clarity score making that confidence visible at a glance instead of buried in fine print. Findings save into a running project library with a spoken recap, and the navigation model was simplified from four tabs down to two once testing showed the extra screen wasn't earning its place. A companion admin dashboard tracks the same signal - query volume and clarity outcomes - so the product's health is measured by confidence, not just activity.