// Support triage
Give every support request a useful first handoff.
An example of assisted classification and response drafting with visible human review. This is a proposed scenario, not a customer case or a measured performance claim.
The starting situation.
Support requests arrive with inconsistent subject lines and missing context. An operator reads each message, chooses a category, assigns an owner, and gathers the information needed to reply. Urgent requests can be difficult to distinguish from strongly worded routine questions.
The first scope is triage and preparation. It does not include autonomous refunds, account changes, or promises to customers.
The proposed workflow.
- Capture the original message and attach its source reference to the support ticket.
- Suggest a category and summarize the customer’s request without inventing missing details.
- Use agreed routing rules to select a review queue; keep uncertain cases unassigned for triage.
- Retrieve relevant approved guidance where access permits it.
- Prepare a response draft with links to the guidance used.
- Have an operator check the draft, make the decision, and send the response.
Keep escalation deliberate.
Sensitive requests and actions outside the permitted scope go directly to an authorized person. A confident-sounding summary should not override explicit escalation rules or replace the original message.
If guidance is unavailable or contradictory, the draft should identify the gap. If a connected system fails, retain the ticket and its status so the team can continue manually without losing the request.
Assess the handoff, not just the draft.
Review category accuracy, inappropriate routing, draft corrections, and time spent preparing a usable response. Include ambiguous and incomplete requests in the sample. Check that operators can find the original message and understand why the case reached their queue.
A pilot can show whether this approach helps the team. It cannot establish future response times or satisfaction improvements without representative observations and a consistent measurement method.
Tools and inputs for a pilot
Use an existing helpdesk such as Zendesk or Intercom, an approved knowledge base and a queue for human review. Start with anonymised historical tickets, escalation rules and examples of approved answers.
Compare answer accuracy, time to a reviewed response and the share of tickets escalated. Keep original ticket IDs and evaluate a reviewed sample; a generated draft is not a resolved request.