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
Telecom tier-1 service deflection
Outage status, billing inquiry, plan changes, service activation; complex tech issues route to specialist.
enterprise
general
support
telecom
inference
retrieval
voice
agentic
evaluation
PT progress notes + plan-of-care updates
Draft progress notes from session inputs, update plan of care, flag patients needing physician sign-off for continued auth.
smb
healthcare
operations
pt
inference
retrieval
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 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