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Use case · Customer operations
Triage every request and draft the reply for a person to send.
An agent classifies inbound requests, gathers the context from your systems, and drafts a grounded response for a human to review and send.
The operating challenge
High request volume buries the team in triage and lookups.
How the product fits
Agent triages and drafts; a person approves and sends.
How the workflow runs
- 1
Ingest inbound requests
- 2
Classify and gather context from your systems
- 3
Draft a grounded response
- 4
Route to a person to review and send
Operational outcomes
- Faster response times
- Consistent quality
- Hours returned to the team
Information and systems used
- Inbound channels
- Knowledge base
- CRM / records
Enterprise controls built in
The use case inherits the same deployment, permission and audit model as the product.
- Approval is set per agent and per action — auto, notify, approve, dual-approve or forbid.
- An agent can only touch what it is granted; permission is checked before any data reaches the model.
- Every action, tool, approval and result is recorded in a business-readable audit trail.
See this use case on your own process and data.
We will scope the workflow, sources, controls and success measure before proposing a pilot.
Book a 30-minute tailored demo