Most tickets shouldn't need a human
Agents triage, enrich, and resolve tickets across ServiceNow, Jira, and Zendesk — deflecting the high-volume work so people can focus on the genuinely hard problems.
Ticket queues are where the business's time goes to die. The top 50 ticket types in most orgs are ~70% of volume and ~90% repeatable. Intelligent ticket resolution closes those out end-to-end while preserving audit, SLA, and escalation requirements.
A ticket's journey
- 01
Triage and enrich
Incoming tickets are classified, deduped against known issues, and enriched with user context before any work starts.
- 02
Attempt resolution
For resolvable categories, an agent gathers evidence, executes the fix, confirms with the user, and closes the ticket.
- 03
Escalate with context
Unresolvable tickets arrive on a human's desk with diagnostics already gathered — not a bare subject line.
What it deflects
Access requests
Permission adds, group memberships, SSO entitlements — policy-checked and actioned automatically.
Password resets
End-to-end flows with identity verification, compliance logging, and audit trails.
Known-issue routing
Match incoming tickets to known problems and attach the current workaround or status — before the user asks again.
SLA-aware prioritization
Tickets close to breach jump the queue; enterprise tiers get appropriate lead time.