Shadowing Frontline Work
Reality hides in routines. We observe pantry volunteers triaging last‑minute donations, cashiers juggling EBT cards and loyalty stamps, and caseworkers finding pens that actually write. We watch where hands rest, where eyes dart, where lines form. Those tiny cues shape button placement, shortcut keys, and alerts that help instead of nag. We capture exceptions, like holiday hours or sudden surges, building resilience into the design. By honoring lived expertise, we produce software that behaves like a calm coworker, not an impatient gatekeeper.