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
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
Landscaping seasonal customer outreach
Predictive seasonal outreach (spring cleanup, fall leaf removal, snow contracts), upsell maintenance plans, referral asks.
smb
home-services
marketing
landscaping
inference
retrieval
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