AI Service Desk

The service desk is where most companies meet AI first, because it is where the repeat questions live. This category covers what actually happens when an AI agent sits in front of the queue: how requests arrive in Slack or Teams instead of a portal, how classification and routing work when a model reads the request, which tickets get resolved without a person, and which ones should always reach one.

It also covers the part vendors skip. An AI service desk is only as good as the knowledge behind it, so several of these posts are about knowledge bases, retrieval and the gap between an answer that sounds right and an answer that is correct for this employee, in this country, on this contract. If you are evaluating an AI help desk, deciding what to automate first, or trying to explain to a CIO why a chatbot pilot stalled at 15% deflection, start here.