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AI automation template

Support triage automation template

Use this template to design an AI support triage workflow that routes requests quickly without losing human control over sensitive cases.

Check readiness
Copyable template

Fill in these sections before implementation

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Section 01

Request sources

List every place support requests enter the business.

Fields to fill

Email inbox
Contact form
Chat
Phone call
Social channel
Internal handoff

Section 02

Classification rules

Define issue types and urgency signals before automation routes tickets.

Fields to fill

Issue category
Urgency level
Customer tier
Sentiment signal
Required context
Confidence threshold

Section 03

Response and routing

Decide what AI can answer, draft, summarize, or route.

Fields to fill

Approved answer source
Draft response rule
Owner routing rule
Summary format
Helpdesk fields
Customer notification rule

Section 04

Escalation and metrics

Protect customer trust by defining escalation paths and measurement.

Fields to fill

Escalation triggers
SLA target
First response time
Resolution time
Customer satisfaction
Escalation accuracy
Pre-build checklist

Confirm before you hand this to a builder

Ticket sources listed
Categories defined
Urgency signals approved
Approved answers linked
Escalations defined
Metrics selected
Answer-ready FAQs

Questions this template answers

How can AI automate support triage?

AI can read inbound requests, classify issue type and urgency, summarize context, draft approved answers, update helpdesk fields, route owners, and escalate risky cases.

What support tickets should AI escalate?

AI should escalate angry customers, refund disputes, legal or medical topics, high-value accounts, low-confidence classifications, security issues, and unusual requests.

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