1 Service Desk AI Agent, Live in Production.

A service desk queue is mostly classification work. Each ticket needs reading, categorising, prioritising against the SLA, and then either resolving from known material or routing to whoever owns it — and the classification is the part that takes the time while contributing nothing a user would notice. Because it is slow, it gets skipped under load: tickets are worked in arrival order, which means a broken laptop and a failed production integration are handled by whoever picks them up next. Priority then gets set retrospectively, when someone escalates verbally, which is a system that rewards the loudest requester rather than the largest impact.

IT Help Desk Triage classifies an IT ticket, sets its priority against your SLA, and drafts either a fix or a routing note for approval. Nothing is sent. The approval step is deliberate and worth defending: an incorrectly assigned high priority is more disruptive than no priority at all, because it pulls people off work that mattered more, and a fix suggested confidently to a user who then follows it can make a situation worse. What the agent removes is the reading and drafting; what it leaves is the decision about whether it read the situation correctly. One agent covers this process.