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AI Service Desk Guide — The working reference on AI agents for internal IT

Fundamentals of AI service desk agents

What an AI service desk agent is and is not, what the published numbers actually cover, and the stakes behind each decision.

What an AI Service Desk Agent Is, and Is Not
An AI service desk agent takes internal IT requests in chat and acts in connected systems. How it differs from ChatGPT, what labels hide, and four questions to check.
Ticket Deflection: What the Number Covers
A deflection rate counts one event over one population in one window. What to ask a vendor before setting two published figures side by side.
What Autonomy Means for an IT Agent
Autonomy is a set of settings an administrator can read: which actions run alone, who approves, how a trial runs, what can be undone and what the log keeps.
AI Service Desk with SOC 2: What to Read Before Granting Rights
What a SOC 2 Type II report covers and leaves out, how it differs from a vendor's trust page, where data is hosted, and which audit trail records an agent's actions.