IT service management automation that resolves tickets — and writes the runbook from how you actually fixed them
Aria is AI for IT service management that triages and auto-resolves repetitive tickets, then reverse-engineers clear, step-by-step runbooks from how your team actually resolved them — not from documentation that went stale months ago. Engineers approve; Aria handles the repetitive first response.
Runs inside ServiceNow, Jira Service Management, Zendesk, and Confluence.
every ticket classified and routed on arrival
from real resolutions, not stale docs
runs inside the ITSM and support stack you use
engineers approve every risky change
Built for CIOs, ITSM leaders, and support and helpdesk managers
- ITSM and service-desk leaders drowning in repetitive incidents and requests
- IT support and helpdesk managers trying to cut MTTR without adding headcount
- Platform and infra teams whose runbooks live in one engineer's head
- Support and CX-ops teams handling high-volume technical tickets across tools
Most IT tickets are the same fixes — and the docs never keep up
A large share of IT service-desk volume is the same handful of issues solved the same way: access requests, password and account problems, common incidents, and known errors. Each one still gets manually triaged, routed, worked, and closed — so the queue grows, MTTR climbs, and the only lever most teams have is more agents.
The knowledge to fix things fast exists, but it is trapped. The real fix lives in a senior engineer's head and in the resolution notes of tickets already closed — while the official knowledge base is a set of static articles that went out of date the moment the environment changed. New agents reinvent solutions that were solved last week, and runbooks describe a system that no longer exists.
A large share of tickets are repeat, known issues
Knowledge bases drift out of date the moment they're written
The real fix lives in one engineer's head and old tickets
What Aria automates in it service management
Auto-triage and routing
Aria reads each incoming ticket, classifies it, sets priority, and routes it to the right queue or owner — so nothing waits in a general inbox for a human to sort it first.
Auto-resolution of repetitive tickets
For the known, repetitive issues your team has solved before, Aria runs the resolution steps end to end and proposes the fix, escalating anything ambiguous or high-risk to an engineer to approve.
Runbooks reverse-engineered from real resolutions
Aria learns from how tickets were actually resolved and turns that into clear, step-by-step runbooks — living execution patterns grounded in what really fixed the issue, not in documentation nobody updated.
Knowledge that stays current
Because the runbook is captured from real resolutions and updated every time the fix changes, your knowledge base reflects how the environment works today instead of decaying like static articles.
From repeated work to a reusable execution pattern
- 01
Observe how your team resolves tickets
Aria captures how engineers actually triage and fix issues across your service-desk and support tools today — the steps, the checks, and the decision points — rather than starting from an idealized KB article.
- 02
Reverse-engineer a reusable runbook
Those resolutions become structured execution patterns: the trigger, the diagnostic steps, the actions Aria can take on its own, and the points it must escalate to a person. The runbook is the pattern — versioned, inspectable, and current.
- 03
Triage, resolve, and escalate
On each new ticket, the pattern triages and routes it, runs the known fix for repetitive issues, and escalates anything novel or high-risk to an engineer with full context. It assists; it never closes a risky change on its own.
- 04
Improve with every ticket
Each resolution feeds back into the runbook, so triage gets sharper, more issues resolve cleanly, and the knowledge stays accurate — the opposite of documentation that rots after it ships.
IT Service Management workflows teams ship first
- Ticket triage, classification, prioritization, and routing on arrival
- Auto-resolution of password, access, and common account requests
- Known-error and common-incident resolution with engineer approval
- Runbook generation from resolved tickets and incident history
- Knowledge-base refresh that keeps articles aligned with real fixes
- Escalation summaries that hand engineers the full context up front
No rip-and-replace — Aria runs where the work already happens
Tenant-isolated and permission-aware: Aria only acts within the access you grant, and every run is human-reviewable.
Operational intelligence, not another point tool
It resolves, it doesn't just deflect
Chatbots deflect tickets to a search box. Aria captures the actual resolution as an execution pattern and runs it, escalating what it shouldn't touch — so repetitive work clears instead of bouncing back.
Runbooks from reality, not stale docs
The differentiator: Aria reverse-engineers step-by-step instructions from how tickets were really resolved, so your knowledge reflects the live environment instead of an article written once and forgotten.
Engineers stay in control
Aria triages, resolves the routine, and drafts the fix; engineers approve every risky or novel change. Every run is auditable and human-reviewable — built for change control, not around it.
It fits your service-desk stack
No rip-and-replace. Aria runs inside ServiceNow, Jira Service Management, Zendesk, and your knowledge base, respecting existing roles and approval policy.
See it on your own it service management
Book a 30-minute demo and we'll capture one of your real workflows live — you keep the execution pattern.
Frequently asked questions
Can AI resolve and triage IT tickets?
Yes. AI for IT service management like Aria triages and routes every incoming ticket, auto-resolves the repetitive known issues your team has solved before, and escalates anything novel or high-risk to an engineer. The best AI for IT support runs the resolution the way your team actually does it — and reverse-engineers a runbook from it — while engineers approve every risky change.
What is ITSM automation?
ITSM automation uses software to run the repetitive IT service-management loop — triaging, routing, resolving known issues, and keeping knowledge current — instead of doing it by hand. Aria goes beyond scripted chatbots by capturing how your team actually resolves tickets as a reusable execution pattern that resolves, escalates, and documents itself, improving with each ticket.
How does it build runbooks from resolved tickets?
Aria learns from how issues were actually resolved — the diagnostic steps, the actions taken, the order they happened in — and turns that into a clear, step-by-step runbook. Because it is captured from real resolutions and updated whenever the fix changes, the runbook reflects the live environment instead of a static article that went stale. Engineers review and refine it.
Does it replace our support engineers?
No. Aria removes the repetitive first response — triage, routing, and the known, low-risk fixes — and escalates novel or high-risk tickets to your engineers with full context. People still approve every risky change and own the hard problems. The goal is to let a smaller team clear far more volume, not to take humans out of change control.
Does it work with ServiceNow, Jira, and Zendesk?
Yes. Aria runs inside the service-desk and support tools you already use — ServiceNow, Jira Service Management, Zendesk, and knowledge bases like Confluence and SharePoint — rather than requiring a rip-and-replace. It reads and acts on tickets where they already live, through your existing roles and approval paths.
Is it safe for change control and high-risk actions?
Aria is built to keep engineers in control, which is the foundation of safe IT automation. It auto-resolves only the repetitive, low-risk issues you approve it to handle and escalates everything else with full context, and every run produces an auditable, human-reviewable record — so your change-control process stays intact.
How quickly can we see it on our own tickets?
Book a demo and we will capture one of your real resolution workflows live — typically a high-volume repetitive ticket type — so you can see the runbook and auto-resolution run against your own service desk in the first session. Most teams start with one ticket type and expand from there.
What does IT service management automation cost?
Pricing is tailored to your ticket volume, the tools you run, and the workflows you automate. Book a demo and we will scope it with you, starting from the highest-volume, most-repetitive ticket types where automation pays back fastest.
Keep exploring
Turn any procedure into a living runbook that runs and improves — the engine behind ITSM runbooks.
Supplier & vendor managementAutomate vendor onboarding and compliance with the same human-in-control patterns.
Accounts payable automationApply the same approach to finance ops — match invoices, route exceptions, people approve.
The Aria Labs platformHow operational intelligence captures repeated work as reusable execution patterns.
Stop running it service management by hand
Turn your most repeated it service management work into a reusable execution pattern — in weeks, not quarters.