Context
Personal services management means complex coordination — recruitment and matching alone consume huge ops time.
Solution
Full ecosystem: employee/client mobile apps, ops software, real-time messaging, automated scheduling. AI side: voice agent for candidate pre-qualification, automatic recruitment scoring, smart caregiver↔client matching, conversational support assistant.
