Based on insights gathered from comprehensive user research, I translated findings into final designs for an AI tagging system that streamlined users’ workflows and improved overall efficiency. By identifying key user pain points and mapping the end-to-end experience, I designed an intuitive interface that aligned with real user behavior. The final product emphasized ease of use, minimized cognitive load, and provided clear visual hierarchy—resulting in a more seamless, intelligent tagging experience.