Revenue potential
$299–$999/mo per company
Time to launch
3–4 weeks
Agent autonomy
78%
How the agent runs it
Agent monitors IT helpdesk queue. For known issue types (password reset, VPN access, software install), agent resolves automatically via API. Unknown issues escalate to human tech with context.
Tech stack
Claude APIJira Service Desk APIOkta APIMicrosoft 365 APISlack
Monetization
$299/mo SMB (up to 50 employees), $999/mo mid-market. Average saves 15+ hours/week IT time.
Key risks
- → Security risk with privileged API access
- → Edge cases can cause outages if mishandled
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