Usability test
A full round of testing: a pre-session survey on background and prior software, a recorded usability test measuring completion, time on task, and error rates, and a post-session survey across eight participants. Synthesizing video, notes, and ratings surfaced friction — too many ways to assign tables, small tap targets, swipe confusion — which drove concrete refinements like adding table-group and duplicate actions, clearer hierarchy, a publish button, and a darker floor-plan background.