a Nexage AI agent
IT and internal support agent

Solves the common issue itself;
takes the rest to the right team.

Password reset, access, VPN, printer, software installation… Classifies and prioritizes every request that reaches the help desk and closes the ones within its authority itself; moves what it cannot solve to the right team with a log summary, tracks the SLA and keeps the knowledge base current. Authority limits and change approvals always stay with IT.

Ticket classification and priorityAutonomous resolution (within authority)SLA tracking and escalationRoot-cause suggestions
ITSM Destek Ajanı karakteri
ITSM Support Agent
ITSM Support Agenttask flow · on-premise
Sample task flow · every approval is written to corporate memory
!41 tickets · 27 closed at L1
✓SLA compliance 96% · sample
40–60%target automatic resolution rate for L1 requests · sample
Minutesto resolve password, access and known-issue tickets · sample
SLAescalation and alerts before the deadline passes
ITapproval is required before any permission or change is granted

It takes over the repetitive requests; the IT team focuses on real work

The agent learns the ticket history, knowledge base, directory and MDM permissions; solves the known issue itself, passes the unknown to the right team with priority and context, and records every step.

Ticket classification and prioritization

Classifies requests arriving by e-mail, Teams, portal and phone by category, impact and urgency; assigns them to the right queue and reduces tickets landing with the wrong team.

"Category: Access · P3 · Queue: Identity management"

Autonomous resolution: password, access, software

Does the work within the authority matrix itself: password reset, group membership, standard software installation, printer setup. Anything outside its authority goes for approval.

"Password reset · MFA verified · 2 min"

Guided resolution from the knowledge base

Matches known issues with the knowledge base and sends the steps in the user's language; if unresolved, updates the article with what was learned and suggests missing articles to IT.

"KB-0312 matched · 4-step fix sent"

SLA tracking and escalation

Tracks the SLA clock on every ticket; warns the owner as the threshold nears and moves it to L2/L3 or the manager before it expires. Escalations carry a log summary and the steps already tried.

"SLA 45 min left · priority escalation to L2"

Recurring issue → root-cause suggestion

Clusters similar tickets; reports issues recurring on the same device, site or application to IT with a root-cause hypothesis. Suggests a problem record; IT decides.

"3rd-floor printer: 14 tickets / 2 weeks · driver version?"

Change and access approval flow

Submits out-of-authority access, software licence and change requests to the manager and data owner by the authority matrix; applies what is approved and notifies the user.

"Finance folder access · awaiting data owner approval"

A sample day with the ITSM agent

A representative working day: which ticket the agent closes itself, which it moves to L2 and which waits for the IT manager's approval. Every resolution is written to the knowledge base.

  1. "VPN won't connect" · via Teams
    A field sales rep writes in. The agent opens a ticket: Network · Remote access · P2; it matches known issue KB-0312 (client version).
  2. Fix steps sent
    Update the client, renew the certificate, reconnect: 4 steps with screenshots. The user is asked to report back within 15 minutes.
  3. Unresolved → priority escalation to L2
    The user says "same error". The agent summarizes the client log (certificate error 0x800B0109), attaches the steps tried and moves it to the L2 queue; SLA clock 1 h 20 min.
  4. 19 password and access requests
    The morning pile: 14 password resets (closed after MFA verification), 5 group membership requests; 3 standard, 2 for the finance folder (outside authority).
  5. IT manager: 2 access requests decided
    Data owner approval obtained for the finance folder; 1 approved, 1 rejected with a reason. The agent applied the approved one and informed the users.
  6. Root-cause suggestion: 3rd-floor printer
    14 similar tickets on the same device in 2 weeks; the driver version is old. A problem record is suggested and a driver update plan is presented to IT.
  7. Daily summary to the IT team
    41 tickets: 27 closed by the agent at L1, 9 at L2, 5 awaiting approval. The VPN ticket is resolved; KB-0312 updated with the new certificate step.
ITSM Support Agent
Ticket triage card · sampleClassification + knowledge base match · 1 escalation

The user writes "VPN won't connect"; the agent sets the category, priority and known-issue match, sends the fix steps and, if unresolved, moves it to L2 with a log summary.

INC-2026-10418 · VPN connection errorNetwork · Remote access · P2
CategoryAğ · Uzak erişimclassified
PriorityP2 · 1 kullanıcı, sahaimpact × urgency
Known issueKB-0312 · istemci sürümümatched
First fix4 adım · çözülmediescalated
SLA1 sa 20 dk kaldıin L2 queue
Known issue: KB-0312 matchedMoved to L2 with log summaryKB article updated

How does it work in your company?

Pick your industry to see which requests the ITSM agent takes over and how it works with your IT team.

ITSM Support Agent — Manufacturing sector
Sample tasklive
The packaging line label printer is not printing, shipment is waiting.
Opened as P1 and notified field IT. The same printer has 6 similar records in the last 10 days; I sent the queue-clearing and driver-restart steps first. If there is no response in 10 minutes I will request approval to set up the backup printer.

Plant, warehouse and office; IT requests should close without stopping the line.

Classifies MES/ERP access, terminal, label printer and network issues in shift-based plants; automatically escalates requests affecting production and reports recurring line issues with a root cause.

  • Production-impact priorityA request that stops the line becomes P1 and field IT is notified immediately.
  • Terminal and printer issuesGuided fixes for handheld terminals, label printers and scale connections.
  • Shift accessCloses shift-start MES/ERP access and password requests with MFA.
  • Recurring line issuesClusters repeated tickets on the same station and suggests a problem record.
P1production-impact priority
Shiftaccess requests
Root causefor line issues

Four steps, in-house

  1. 01

    Connect

    Ticket system, Active Directory/IdP, MDM, e-mail/Teams and monitoring tools are connected; the knowledge base and ticket history are uploaded.

  2. 02

    Teach

    The authority matrix is defined with the IT team: what the agent may do alone, what needs approval, SLA thresholds, queue and category rules.

  3. 03

    Run

    The agent classifies requests, resolves known issues, submits out-of-authority ones for approval and tracks the SLA; every escalation carries a log summary and the steps tried.

  4. 04

    Improve

    Every resolution, approval and rejection is written to the knowledge base and corporate memory; recurring issues reach IT with a root-cause suggestion and the authority matrix is refined with experience.

Systems it connects to
Ticket / ITSM systemsActive Directory / IdPMDM and device managementE-mail, Teams and portalMonitoring and log toolsLicence and asset inventory

The agent works; decisions stay with the company

Every agent runs on-premise or in your own cloud; what it may do alone and what it submits for approval is defined by the authority matrix.

Runs in-house

Ticket contents, logs and user data never leave the company; the agent runs on-premise or in your own cloud. Credentials and access records are subject to your information security policy.

Authority matrix

What the agent may do alone (password, standard access, installation) and what needs approval (privileged account, change, out-of-authority access) is defined by role, system and impact.

Trail for every operation

How each ticket was classified, which permission was granted when, which step was tried: every operation is recorded with a timestamp and reason. Reversible for audit.

Human in the loop

Change, privileged access and problem record decisions always stay with IT. The agent classifies, resolves, suggests and reminds; when unsure it escalates instead of guessing.

Common questions

How are the agent's authority limits set?

During setup an authority matrix is defined with the IT team: what the agent may do alone (password reset, standard group membership, approved software list), what needs approval (out-of-authority access, privileged account, change) and which systems it never touches. The matrix is detailed by role, system and impact and can be narrowed or widened at any time.

Does it work with our existing ticket tool?

Ready connections exist for common ITSM and help desk tools; the agent opens, updates and closes tickets in your tool. Others are connected via API. It also works together with the Nexage Request & Ticket module if you prefer.

Can non-IT units (facilities, admin) use it too?

Yes. The same classification and flow logic is adapted to facilities, admin, fleet and purchasing requests; a separate queue, SLA and approval rule is defined for each unit. The user writes through one channel and the agent routes to the right unit.

What if the agent misclassifies a ticket?

The ticket owner or L2 corrects the category with one click; the correction is taught to the next similar request. On requests it is not sure about, the agent puts them in an "unclassified" queue and asks a person instead of guessing.

Do my data and logs leave the company?

No. The agent runs on-premise or in your own cloud; ticket contents, logs and credentials are not transferred outside. Every access and operation is kept in the audit trail.

Who maintains the knowledge base?

The agent suggests an article from every resolved ticket and updates existing articles with new steps; it asks for IT approval before publishing. This keeps the knowledge base current and raises the resolution rate over time.

How long does setup take and how is it priced?

Usually 4–8 weeks including ticket system, directory and MDM connections; in the first weeks the agent only classifies, and autonomous resolution authority is opened gradually. Pricing is an annual license + setup based on user count, connected systems and scope; a firm quote follows discovery.

See the ITSM agent with your own ticket history

In a 30-minute demo we classify a few examples from last month's tickets together; see with your own eyes which ones the agent would close itself and how you would draw its authority limits.

İzmir R&D Center: Dokuz Eylül University Main Campus, Doğuş Caddesi No:207/Z DEPARK Alfa Building, BambuGO, Buca / İzmir
Istanbul Office: Maya Anatolium Tower, Floor 3, Kollektif House, Nexage Yazılım, No: 307, 34880 Kartal / Istanbul
E-mail and phone: info@nexage.ai · 0 549 763 21 88