A concrete use case
A company with high hiring needs loses candidates because the first response takes days. An assistant confirms receipts immediately, answers common process questions and pre-structures the applications for the recruiting team. Recruiters decide on invitations instead of sorting inboxes. Time to first contact drops significantly and fewer strong candidates drop off. Which use case comes first is decided by the analysis.