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
Real estate listing description gen
On-brand listing descriptions from MLS data + agent notes + photos; multiple variants per platform; compliance check.
smb
prof-services
marketing
agent
inference
multimodal
evaluation
Real estate showing scheduling
Coordinate showings between buyer/seller agents, lockbox codes, feedback capture post-showing, conflict resolution.
smb
prof-services
operations
agent
inference
voice
agentic
evaluation
Restaurant catering inquiry handling
Qualify catering inquiries (event size, date, dietary needs), build menu suggestions + price estimate, schedule tasting.
smb
restaurant
sales
catering
inference
retrieval
agentic
voice
evaluation
Roofing storm + insurance lead intake
Storm-event geo-targeted outreach, insurance claim coordination, photo intake from homeowner, scope estimation.
smb
home-services
sales
roofing
inference
retrieval
agentic
multimodal
voice
evaluation