What is AI Triage?
AI triage is an automated process that analyzes incoming support tickets, assigns labels, sets priority, and routes them to the right team — all within seconds of arrival. It replaces the manual sorting that support teams do every morning, so humans focus on solving problems instead of organizing them.
Quick answer
AI triage reads every inbound message, decides what it's about (billing, bug, sales), how urgent it is (low, normal, high, urgent), and which team should handle it. It does this in under a second — before a human even sees the ticket.
How AI triage works
- Message arrives — Email, WhatsApp, Slack, or Discord message hits your inbox.
- AI analyzes content — Reads subject, body, customer metadata, and recent history.
- Labels assigned — Tags the ticket (billing, bug, sales, churn-risk, etc.).
- Priority set — Determines urgency based on cues (VIP customer, outage, refund request).
- Team routing — Sends to Billing, Technical, Sales, or the agent best equipped to handle it.
Signals AI triage uses
- Subject line and message body
- Channel (email vs. WhatsApp vs. Slack)
- Customer tier (free, paid, VIP)
- Recent ticket history for this customer
- Time of day and business hours
- Workspace-specific labels and rules
Frequently asked questions
What is AI triage?
AI triage is the automated process of analyzing incoming support tickets, assigning labels, setting priority, and routing them to the right team — all within seconds of arrival. It replaces manual sorting so humans focus on solving problems, not organizing them.
How accurate is AI triage?
Accuracy depends on training data. Protodesk's AI triage uses your workspace history, custom labels, and industry context. Most teams see 85-95% accuracy after the first week. Every triage decision shows a reasoning trace you can override in one click.
Does AI triage block ticket creation?
No. Protodesk fires triage asynchronously — the ticket is created immediately, and the AI labels appear a few seconds later. If the AI fails, the ticket still exists, just unlabeled. Support infrastructure should never depend on AI uptime.