That was a National Sales Manager at a long-standing customer. Someone who had never once opened the old dashboard. He was in beta. He told us we could remove the old one entirely. The data he had been compiling manually every month would now be surfaced automatically, saving him two full working days. Customer research conducted by the PM showed a consistent pattern: the dashboard's initial density gave way to appreciation once people read what the data was actually telling them. The information architecture was right. It just needed a moment to land. The RFM analysis was the moment that stopped conversations in testing. One sales manager pulled out her phone to photograph the customer segmentation screen. She wanted to show it to her MD. She understood immediately that it was a paid feature worth paying for. The design system components built alongside this project gave other squads a foundation to build from. Chart tiles, data tables, filter patterns, navigation. The dashboard shipped. The components stayed.