The lunch rush and the night shift are not one audience

2 April 2026

A food-order app we sat with in the Klang Valley had added a split-bill step. The weekly count looked healthy. When we cut the same events by hour, the lunch counters barely touched it. Night-shift cashiers used it because tables lingered and the bill was argued over.

That split did not appear in the launch note, which treated “cashiers” as one group. Feature adoption analytics is often this unglamorous: naming the hour, the role, and the room. Without those names, a team will “fix” the wrong screen.

If your app serves people who work in shifts, bring shift labels to the intake. We would rather have a messy export with a staff-role field than a polished total that pretends the kitchen and the till are the same person.