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Artifact: Kano Classification — Kestrel Features

Six Kestrel features classified by Kano category -- exercises co-10. Kestrel is a fictional product; every quoted number, question, or finding here is an illustrative, constructed example, not real data or a real transcript.

FeatureCategoryPresence-vs-satisfaction shape
No double-booked shifts (scheduling correctness)Must-beAbsence dissatisfies severely (a double-booking is a real operational failure); presence is simply expected, not delightful.
App uptime / reliability (no crashes)Must-beAbsence dissatisfies severely; presence is neutral -- nobody praises an app for "not crashing."
Shift-swap approval turnaround timePerformanceLinear: faster turnaround steadily increases satisfaction; slower steadily decreases it.
Mobile push notifications for shift changesPerformanceLinear: more reliable, more timely notifications steadily increase satisfaction; missed or late ones steadily decrease it.
AI auto-schedule suggestionsAttractivePresence delights (an unexpected, helpful surprise); absence causes no dissatisfaction, since it was never expected.
Confetti animation when a schedule publishesAttractivePresence delights briefly; absence is entirely neutral -- nobody expects or misses it.

Last updated July 17, 2026

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