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
Retail returns + exchange processing
Validate return eligibility, generate label, suggest exchanges over refunds, surface fraud patterns.
smb
retail
support
general
inference
retrieval
agentic
evaluation