Creator community engagement + replies
Monitor comments/DMs across platforms, draft on-brand replies, surface sentiment, escalate negative threads.
creator
general
support
creator
inference
retrieval
agentic
evaluation
Bank fraud alert triage + member outreach
Outbound voice + push verification on suspicious transactions, freeze/unfreeze on member confirm, route confirmed fraud to investigations.
enterprise
financial
support
banking
inference
retrieval
voice
agentic
evaluation
Optometry frame selection + Rx upload
Help patients pick frames from inventory using face shape + budget + insurance allowance; capture Rx for lab order.
smb
healthcare
sales
optometry
inference
multimodal
retrieval
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 food cost + waste analysis
Daily food cost reconciliation, recipe-cost vs actual variance, waste pattern detection, theoretical-vs-actual reporting.
smb
restaurant
finance
full-service
inference
retrieval
evaluation
Restaurant phone reservations
Voice agent takes reservations during prep/service; checks seating availability; sends SMS confirmation; flags VIPs.
smb
restaurant
operations
full-service
inference
voice
agentic
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