How accurate is the automatic ticket classification?

Classification accuracy typically reaches 85-92% after training on your historical ticket data. The model improves over time as agents confirm or correct classifications.

Can SupportTriage AI handle tickets in multiple languages?

Yes. The agent supports language detection and classification in English, French, Spanish, German, and Mandarin out of the box, with additional languages available through custom training.

Does it replace our existing helpdesk software?

No. SupportTriage AI integrates with your existing helpdesk (Zendesk, Freshdesk, Intercom, etc.) as an intelligent layer on top. It enhances your current workflow without requiring migration.

How does it handle tickets that span multiple categories?

The agent assigns a primary category and up to two secondary tags. For complex multi-issue tickets, it can automatically split them into separate tracked items routed to the appropriate team.

LiveBusiness Agent

SupportTriage AI

Classifies inbound support demand, prioritizes by SLA risk and customer value, and routes the work into the right queue with a ready-to-use summary.

Classify issue type and sentimentAssign priority and escalation pathOutput: Priority ticket summary

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Workflow simulation

See the workflow, decisions, and outputs

Pick a business event and inspect how the workflow runs.

Before

Urgent billing issues wait in a mixed queue until an agent manually reads the full thread.

After

The ticket is classified, escalated, and summarized immediately for the right resolver.

Impact

Protects SLA compliance and high-value customer retention.

Live demo

Incoming signal

Billing Complaint

An enterprise customer reports a third double-charge and threatens to switch vendors if it is not fixed same day.

Context retrieved

Account history shows two prior billing incidents and an active enterprise contract.

SLA rules mark enterprise billing issues as urgent.

Past emails show no response from the assigned account manager.

Triage Analysis

0/6 messages

SupportTriage

Classifies inbound support demand, prioritizes by SLA risk and customer value, and routes the work into the right queue with a ready-to-use summary.

Next steps

How can this agent help your business?

Production readinessPilot: 2-5 weeks for helpdesk integration and priority tuning

Systems

Zendesk

Intercom

ServiceNow

Slack

Data

Historical tickets and category taxonomy

Account tier and SLA definitions

Escalation owners by issue type

Oversight

Supervisor approval before sending refund or retention offers

Ops sign-off for any new auto-response template in production

KPI

70% faster first-response time

40-60% fewer routine tickets handled manually

<15 min time to identify SLA risk

Guardrails

Customer-tier escalation

Enterprise or regulated accounts are elevated automatically based on account metadata.

Human approval for refunds

The agent drafts billing responses but does not approve credits or refunds.

Confidence-based fallback

Low-confidence classifications go to a manual triage queue with supporting evidence.

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FAQ

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