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Edition · 25 May 2026
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AI USE CASE

IT helpdesk ticket auto-resolution

Auto-resolve common IT tickets (password resets, access requests) end-to-end.

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Typical budget
€15K-€50K
Time to value
8 weeks
Effort
5-12 weeks
Monthly ongoing
€400-€3K
Minimum data maturity
basic
Technical prerequisite
dev capacity
AI type
rag search

What it is

An LLM agent connected to your identity, asset and ticketing systems handles password resets, software access provisioning and known-issue troubleshooting end-to-end with proper audit trail. Frees IT for the 20% of tickets that need humans.

Data you need

ITSM system, identity provider, runbooks for top 20 ticket types.

Required systems

  • helpdesk
  • project management

Why it works

  • Least-privilege service account with audit log
  • Start with read-only deflection, expand to actions gradually

How this goes wrong

  • Over-broad permissions on the agent's service account
  • Edge cases mishandled with confident wrong answers

When NOT to do this

Don't deploy without an IT security review, service-account scope creep is the failure mode.

Vendors to consider

Other use cases in this function

This use case is part of a larger Data & AI catalog built from 50+ enterprise transformation programs. Take the free diagnostic to see how it ranks against your specific context.