A stealth Web3 intelligence platform needed an interface that could hold the weight of its data. The brief was simple to state and hard to solve, which was turning live returns across 25,000 KOLs into a dashboard one operator could actually read. We designed the scoring system, the live performance views, and the reporting flows now shipping across their 2026 product cycles.