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AI USE CASE
IT helpdesk ticket auto-resolution
Auto-resolve common IT tickets (password resets, access requests) end-to-end.
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
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.