Solutions / Customer support
A drafted first response, not an unattended one.
First-response drafting and routing for support teams handling recurring ticket types alongside genuinely novel issues.
Who this is for
Support and customer success teams triaging a ticket queue that mixes routine requests with issues that need a specialist.
A large share of tickets are variations on a known issue, but every ticket still takes a person's full attention to read, research, and respond to — even the ones with an obvious answer.
Example agent
Support first-response
Drafts an initial response using the knowledge base and account history, and flags tickets that need escalation instead of drafting one.
Inputs
Support tickets, knowledge base articles, account history.
Actions
Classifies the ticket, drafts a response, attaches relevant context, flags escalation candidates.
Guardrails
Cannot send a reply without review, issue a refund, or change account settings.
Human checkpoint
A support agent reviews and sends the draft, or redirects it if the classification is wrong.
Expected outcome
What changes operationally.
Response drafting time drops for routine tickets, while the specialist queue is reserved for issues that were actually flagged as novel.
FAQ
Common questions.
Does the agent send replies to customers directly?
No. It drafts a response and a support agent reviews and sends it, or redirects the ticket if the classification is wrong.
Can it issue refunds or change account settings?
No. Those actions are outside its guardrails and always require a person.
How does it know when to escalate instead of draft?
It classifies the ticket against known patterns; anything that doesn't match a known pattern is flagged for escalation rather than drafted.
Map customer support to your workflow.
A working session walks through your actual queue, not a generic version of it.