Proactive Support with AI-powered ticket triaging

Discover root cause, assign, and triage tickets
automatically. Correlate customer support tickets
with engineering issues to contextualize user issues
and prevent costly engineering escalations.
Discover root cause, assign, and triage tickets
automatically. Correlate customer support tickets
with engineering issues to contextualize user issues
and prevent costly engineering escalations.

support agent

What Is AI Ticket Triage?

AI ticket triage is the automated process of reading every incoming support ticket and deciding its priority, its owner, and its root cause before a human sees it. Instead of a senior agent sorting a queue by hand each morning, the system classifies by intent, urgency, and account value in under a second, and routes the ticket to the team that can actually close it.

  • Triage on ingest: every ticket is classified, prioritized, and assigned the moment it arrives, not at the next queue review.
  • Root cause, not just routing: IrisAgent correlates tickets with product releases, bugs, and alerts, so a spike is identified as one issue rather than 200 separate tickets.
  • Escalation prevention: tickets that would have reached engineering are matched to a known cause and resolved in support instead.

By the IrisAgent team · Last updated July 22, 2026

FOR CUSTOMER SUPPORT TEAMS
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Real-time correlation of tickets, alerts & bugs for faster resolution

Support teams benefit from AI-powered ticket triaging, which improves response times and prevents costly escalations by intelligently assigning tickets. Identify when a product release or bug is the source of a customer issue.


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Better collaboration and
partnership with
engineering teams

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Workflow automations to
save manual labor and
avoid mistakes

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Instant problem discovery
to help you resolve
support tickets faster

FOR CUSTOMER SUPPORT TEAMS

Real-time correlation of tickets, alerts & bugs for faster resolution

IrisAgent can identify when a product release or
feature regression/bug is the source of a customer
issue. Resolve support tickets faster and get alerts
about product bugs.
support agent
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Better collaboration and
partnership with engineering
teams
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Workflow automations to
save manual labor and avoid
mistakes
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Instant problem discovery to
help you resolve support
tickets faster
support agent

Discover trending
customer issues with
anomaly detection

Our Early Warning Engine detects product and
customer experience issues based on anomalies and
trends in customer support agents and users' data.
support agent
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Find and Resolve impactful
issues that are affecting
customers at scale

Find and Resolve impactful issues
that are affecting customers at scale

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Create automated
workflows for real-time
alerts

Create automated workflows for
real-time alerts

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Collaborate with internal
product and engineering
teams

Collaborate with internal product
and engineering teams

FOR PRODUCT AND ENGINEERING TEAMS

Know the revenue and customer sentiment impact of product bugs

  • Prioritize product bugs with a significant
    impact on customer support
  • Know which customers are impacted by
    key bugs
  • Bugs and tickets are synchronized as
    they update
support agent
Transform your CX
operations
60%+
auto-resolved
10x
faster responses
$2.4M+
customer savings
95%
accuracy rate

How to Triage a Support Ticket in 2026

Manual triage follows the same four steps at every company, and every one of them is a judgment call a model can make faster:

  1. Classify the intent. What is the customer actually asking for, as opposed to what the subject line says?
  2. Set the priority. Weigh severity against account value and contractual SLA, not just the customer's own urgency flag.
  3. Find the owner. Match the issue to the team with the skill and the system access to close it.
  4. Check for a known cause. If this ticket is the fortieth report of one bug, it should be linked to that bug, not triaged from scratch.

Step 4 is the one manual triage almost always skips, because a human triaging ticket 40 has no memory of tickets 1 through 39. IrisAgent runs all four on ingest, correlating each ticket against product releases, open bugs, and historical resolutions. Across Fortune 500 support teams handling 1M+ tickets a month, that correlation is what turns an escalation into a same-day answer. See how this feeds AI ticket automation downstream.

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