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Support Agent
Triage, resolve or draft, escalate safely.
Tier-one queues that never shrink because the same twenty questions arrive again every morning.
- Helpdesk
- KB
- CRM
- Classify ticket
- KB match
- Resolve or draft
- Escalate low confidence
Escalates on a second failed resolution, on any refund or account deletion, and on detected frustration.
Sorting and solving the tickets that repeat. It works out what has arrived, closes the cases it was built to close, sends the rest to the right desk, and hands over anything that reads as angry or unusual.
How this one gets built
Triage before resolution
The cheapest win in support is almost never automated replies; it is arriving in the right queue with the right priority. Misrouted tickets carry a delay that then belongs to whoever eventually gets them, and that cost is invisible in every dashboard. Classification and routing usually ship first, and resolution follows once the categories are stable.
What it connects to
The ticketing system, whatever holds account and order state, and the knowledge base if there is one worth reading. Zendesk, Intercom, Freshdesk and HubSpot are all ordinary. What matters more than the vendor is whether the ticket categories mean anything, because an agent will route accurately to categories that are themselves wrong.
The angry-customer path
Sentiment is one of the escalation conditions, and it is set deliberately tight. A frustrated customer looping through automated replies is a worse outcome than no automation at all, so the rule is that anything reading as escalated goes to a person immediately, with the history attached, and the agent stops writing to that thread.
When this is the wrong answer
Where the ticket volume is low enough that a person reads everything within an hour, this adds a layer without removing work. The threshold is lower than vendors suggest and higher than most teams fear.
FAQ
Questions about this one
Will it close tickets on its own?
Only the categories you agree in writing, and typically not on day one. Classification and routing come first, resolution follows once there is evidence the categories hold, and the boundary between the two is a scoping decision more than a technical limit.
What stops it giving a wrong policy answer?
It answers from retrievable sources and escalates when nothing relevant comes back. Anything with an asymmetric cost, refunds and cancellations in particular, goes to a person regardless of how confident it is.
How do we know whether it is helping?
By watching how many escalations turn out to have been unnecessary, and how many problems were found by a customer complaining rather than by the system. The second number is the one that matters, and it is the one nobody instruments.
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