K-12 parent communications + attendance
Translate-and-personalize school comms in family language, handle attendance reporting, conference scheduling.
smb
education
support
k12
inference
retrieval
agentic
voice
evaluation
Plumbing quote follow-up + close
Auto follow-up on outstanding quotes, surface customer questions, offer financing where allowed, escalate hot leads.
smb
home-services
sales
plumbing
inference
retrieval
agentic
voice
evaluation
Tutoring student-tutor matching + scheduling
Match students to tutors by subject + style + availability, recurring session scheduling, parent progress reports.
smb
education
operations
tutoring
inference
retrieval
agentic
evaluation